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  1. gmnet/runs/e0_s3_seed0/config_resolved.yaml +99 -0
  2. gmnet/runs/e0_s3_seed0/config_source.yaml +5 -0
  3. gmnet/runs/e0_s3_seed0/data_manifest.json +29 -0
  4. gmnet/runs/e0_s3_seed0/metrics.jsonl +0 -0
  5. gmnet/runs/e0_s3_seed0/train.log +0 -0
  6. gmnet/runs/e0_s3_seed0/train_attempt_20260713T191731Z_197.log +277 -0
  7. gmnet/runs/e0_s3_seed0/train_attempt_20260713T191810Z_183.log +257 -0
  8. gmnet/runs/e0_s3_seed0/train_attempt_20260713T191901Z_181.log +252 -0
  9. gmnet/runs/e0_s3_seed0/train_attempt_20260713T192007Z_183.log +272 -0
  10. gmnet/runs/e0_s3_seed0/train_attempt_20260713T192135Z_196.log +270 -0
  11. gmnet/runs/e0_s3_seed0/train_attempt_20260713T192337Z_192.log +115 -0
  12. gmnet/runs/e0_s3_seed0/train_attempt_20260713T202658Z_180.log +0 -0
  13. gmnet/runs/e0_s3_seed0/train_attempt_20260714T180433Z_193.log +670 -0
  14. gmnet/runs/e0_s3_seed0/train_attempt_20260714T182151Z_347.log +0 -0
  15. gmnet/runs/e3_s3_gelu_seed0/official_eval/COMPLETE +5 -0
  16. gmnet/runs/e3_s3_gelu_seed0/official_eval/artifacts.json +10 -0
  17. gmnet/runs/e3_s3_gelu_seed0/official_eval/checks.json +9 -0
  18. gmnet/runs/e3_s3_gelu_seed0/official_eval/config.json +104 -0
  19. gmnet/runs/e3_s3_gelu_seed0/official_eval/data_manifest.json +16 -0
  20. gmnet/runs/e3_s3_gelu_seed0/official_eval/gate_diagnostics.json +284 -0
  21. gmnet/runs/e3_s3_gelu_seed0/official_eval/results.json +60 -0
  22. gmnet/runs/e3_s3_relu_seed0/config_resolved.yaml +99 -0
  23. gmnet/runs/e3_s3_relu_seed0/config_source.yaml +5 -0
  24. gmnet/runs/e3_s3_relu_seed0/data_manifest.json +29 -0
  25. gmnet/runs/e3_s3_relu_seed0/metrics.jsonl +0 -0
  26. gmnet/runs/e3_s3_relu_seed0/train_attempt_20260713T191806Z_183.log +253 -0
  27. gmnet/runs/e3_s3_relu_seed0/train_attempt_20260713T191844Z_183.log +260 -0
  28. gmnet/runs/e3_s3_relu_seed0/train_attempt_20260713T192043Z_197.log +265 -0
  29. gmnet/runs/e3_s3_relu_seed0/train_attempt_20260713T192214Z_183.log +252 -0
  30. gmnet/runs/e3_s3_relu_seed0/train_attempt_20260713T192414Z_192.log +110 -0
  31. gmnet/runs/e4_alignment/e4a_s3_channel_derangement_seed0/config_resolved.yaml +103 -0
  32. gmnet/runs/e4_alignment/e4a_s3_channel_derangement_seed0/config_source.yaml +7 -0
  33. gmnet/runs/e4_alignment/e4a_s3_channel_derangement_seed0/data_manifest.json +29 -0
  34. gmnet/runs/e4_alignment/e4a_s3_channel_derangement_seed0/metrics.jsonl +0 -0
  35. gmnet/runs/e4_alignment/e4a_s3_channel_derangement_seed0/official_eval/checks.json +9 -0
  36. gmnet/runs/e4_alignment/e4a_s3_channel_derangement_seed0/official_eval/config.json +109 -0
  37. gmnet/runs/e4_alignment/e4a_s3_channel_derangement_seed0/official_eval/data_manifest.json +16 -0
  38. gmnet/runs/e4_alignment/e4a_s3_channel_derangement_seed0/official_eval/gate_diagnostics.json +806 -0
  39. gmnet/runs/e4_alignment/e4a_s3_channel_derangement_seed0/train.log +0 -0
  40. gmnet/runs/e4_alignment/e4a_s3_channel_derangement_seed0/train_attempt_20260716T194256Z_529.log +0 -0
  41. gmnet/runs/e4_alignment/e4a_s3_stop_gradient_seed0/config_resolved.yaml +103 -0
  42. gmnet/runs/e4_alignment/e4a_s3_stop_gradient_seed0/config_source.yaml +7 -0
  43. gmnet/runs/e4_alignment/e4a_s3_stop_gradient_seed0/data_manifest.json +29 -0
  44. gmnet/runs/e4_alignment/e4a_s3_stop_gradient_seed0/metrics.jsonl +0 -0
  45. gmnet/runs/e4_alignment/e4a_s3_stop_gradient_seed0/train.log +0 -0
  46. gmnet/runs/e4_alignment/e4a_s3_stop_gradient_seed0/train_attempt_20260716T194312Z_528.log +0 -0
  47. gmnet/runs/e4_mechanism_followup/e4f_s3_batch_derangement_seed0/config_resolved.yaml +103 -0
  48. gmnet/runs/e4_mechanism_followup/e4f_s3_batch_derangement_seed0/config_source.yaml +7 -0
  49. gmnet/runs/e4_mechanism_followup/e4f_s3_batch_derangement_seed0/data_manifest.json +29 -0
  50. gmnet/runs/e4_mechanism_followup/e4f_s3_batch_derangement_seed0/metrics.jsonl +0 -0
gmnet/runs/e0_s3_seed0/config_resolved.yaml ADDED
@@ -0,0 +1,99 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ recipe_id: paper-supplementary-table8-v1
2
+ protocol_id: imagenet-long-v2-audited
3
+ model:
4
+ variant: s3
5
+ num_classes: 1000
6
+ gate_type: relu6_self
7
+ stem_activation: relu6
8
+ kernel_size: 7
9
+ layer_scale: 1.0e-06
10
+ drop_path_rate: 0.02
11
+ f12_bn: false
12
+ projection_bn: true
13
+ second_dw_bn: false
14
+ data:
15
+ dataset: imagenet
16
+ num_classes: 1000
17
+ train_split: train
18
+ val_split: val
19
+ input_size: 224
20
+ batch_size: 256
21
+ eval_batch_size: 256
22
+ workers: 8
23
+ pin_memory: true
24
+ persistent_workers: false
25
+ prefetch_factor: 4
26
+ interpolation: bicubic
27
+ train_interpolation: random
28
+ crop_pct: 0.875
29
+ mean:
30
+ - 0.485
31
+ - 0.456
32
+ - 0.406
33
+ std:
34
+ - 0.229
35
+ - 0.224
36
+ - 0.225
37
+ expected_train_samples: 1281167
38
+ expected_val_samples: 50000
39
+ expected_manifest_sha256: bb70bc9f530db6bb24f70e648624b35281bfbc76a57775d589a2e0209dd98661
40
+ auto_augment: rand-m1-mstd0.5-inc1
41
+ color_jitter: 0.0
42
+ hflip: 0.5
43
+ vflip: 0.0
44
+ random_erasing: 0.25
45
+ random_erasing_mode: pixel
46
+ random_erasing_count: 1
47
+ optimizer:
48
+ name: adamw
49
+ lr: 0.003
50
+ weight_decay: 0.03
51
+ betas:
52
+ - 0.9
53
+ - 0.999
54
+ eps: 1.0e-08
55
+ no_weight_decay_patterns:
56
+ - raw_clip
57
+ scheduler:
58
+ name: cosine
59
+ step_unit: epoch
60
+ cooldown_epochs: 0
61
+ warmup_epochs: 5
62
+ warmup_lr: 1.0e-06
63
+ min_lr: 1.0e-05
64
+ mixup:
65
+ mixup_alpha: 0.8
66
+ cutmix_alpha: 0.4
67
+ prob: 1.0
68
+ switch_prob: 0.5
69
+ mode: batch
70
+ train:
71
+ epochs: 300
72
+ label_smoothing: 0.1
73
+ channels_last: false
74
+ dist_bn: reduce
75
+ deterministic: false
76
+ compile: false
77
+ clip_grad: 0.0
78
+ log_interval: 50
79
+ eval_interval: 300
80
+ fail_on_nonfinite: true
81
+ strict_resume: true
82
+ official_validation_policy: final_epoch_only
83
+ save_best_checkpoint: false
84
+ amp:
85
+ enabled: false
86
+ dtype: bfloat16
87
+ wandb:
88
+ enabled: true
89
+ project: gmnet-journal
90
+ experiment_id: E0-S3
91
+ runtime:
92
+ run_name: e0_s3_seed0
93
+ seed: 0
94
+ world_size: 8
95
+ data_root: /tmp/gmnet_data/imagenet-1k
96
+ data_manifest_sha256: bb70bc9f530db6bb24f70e648624b35281bfbc76a57775d589a2e0209dd98661
97
+ config_fingerprint: a914c8e570ffb0cc953afff81c49dd76bd5b606beca95fdbd2c9445119c647c5
98
+ torch: 2.9.0+cu130
99
+ cuda: '13.0'
gmnet/runs/e0_s3_seed0/config_source.yaml ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ base: ../base/imagenet_paper.yaml
2
+ experiment_id: E0-S3
3
+ model:
4
+ variant: s3
5
+ drop_path_rate: 0.02
gmnet/runs/e0_s3_seed0/data_manifest.json ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "class_to_idx_sha256": "2312848f9b87eb0d5afd5c3cd09fc3191dadfb5948dc7912639683c2bc5e5f1f",
3
+ "dataset": "imagenet",
4
+ "manifest_sha256": "bb70bc9f530db6bb24f70e648624b35281bfbc76a57775d589a2e0209dd98661",
5
+ "num_classes": 1000,
6
+ "sample_fingerprint_kind": "relative_path_and_target_plus_sampled_raw_file_bytes",
7
+ "sample_index_sha256": {
8
+ "train": "e74104e28ef79fff114e729e81d050a7b4f0c294c4d82345bad13c320d7255b2",
9
+ "val": "5ed16b5cd3ebd64e90cd7a8380b4e19d4c0d82eedcca3489dfa29313ce88d6f6"
10
+ },
11
+ "sampled_content_policy": "first_sample_per_class_up_to_1000",
12
+ "sampled_content_samples": {
13
+ "train": 1000,
14
+ "val": 1000
15
+ },
16
+ "sampled_content_sha256": {
17
+ "train": "dea27b5dbcb5f110ed47c075d473ebd0f6aefc446b45ab1e62d8246f2a153798",
18
+ "val": "d80a57419bc9396df7c01e29a2b17698c02c3a9a68dc4006a1fe87ef129ed166"
19
+ },
20
+ "samples": {
21
+ "train": 1281167,
22
+ "val": 50000
23
+ },
24
+ "schema_version": 2,
25
+ "splits": {
26
+ "train": "train",
27
+ "val": "val"
28
+ }
29
+ }
gmnet/runs/e0_s3_seed0/metrics.jsonl ADDED
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gmnet/runs/e0_s3_seed0/train.log ADDED
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gmnet/runs/e0_s3_seed0/train_attempt_20260713T191731Z_197.log ADDED
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1
+ W0713 19:17:33.231000 202 site-packages/torch/distributed/run.py:803]
2
+ W0713 19:17:33.231000 202 site-packages/torch/distributed/run.py:803] *****************************************
3
+ W0713 19:17:33.231000 202 site-packages/torch/distributed/run.py:803] 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.
4
+ W0713 19:17:33.231000 202 site-packages/torch/distributed/run.py:803] *****************************************
5
+ Traceback (most recent call last):
6
+ File "<frozen runpy>", line 198, in _run_module_as_main
7
+ File "<frozen runpy>", line 88, in _run_code
8
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
9
+ from timm.data import Mixup
10
+ ModuleNotFoundError: No module named 'timm'
11
+ Traceback (most recent call last):
12
+ File "<frozen runpy>", line 198, in _run_module_as_main
13
+ File "<frozen runpy>", line 88, in _run_code
14
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
15
+ from timm.data import Mixup
16
+ ModuleNotFoundError: No module named 'timm'
17
+ Traceback (most recent call last):
18
+ File "<frozen runpy>", line 198, in _run_module_as_main
19
+ File "<frozen runpy>", line 88, in _run_code
20
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
21
+ Traceback (most recent call last):
22
+ File "<frozen runpy>", line 198, in _run_module_as_main
23
+ File "<frozen runpy>", line 88, in _run_code
24
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
25
+ from timm.data import Mixup
26
+ ModuleNotFoundError: No module named 'timm'
27
+ from timm.data import Mixup
28
+ ModuleNotFoundError: No module named 'timm'
29
+ Traceback (most recent call last):
30
+ File "<frozen runpy>", line 198, in _run_module_as_main
31
+ File "<frozen runpy>", line 88, in _run_code
32
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
33
+ from timm.data import Mixup
34
+ ModuleNotFoundError: No module named 'timm'
35
+ Traceback (most recent call last):
36
+ File "<frozen runpy>", line 198, in _run_module_as_main
37
+ File "<frozen runpy>", line 88, in _run_code
38
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
39
+ from timm.data import Mixup
40
+ ModuleNotFoundError: No module named 'timm'
41
+ Traceback (most recent call last):
42
+ File "<frozen runpy>", line 198, in _run_module_as_main
43
+ File "<frozen runpy>", line 88, in _run_code
44
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
45
+ from timm.data import Mixup
46
+ ModuleNotFoundError: No module named 'timm'
47
+ Traceback (most recent call last):
48
+ File "<frozen runpy>", line 198, in _run_module_as_main
49
+ File "<frozen runpy>", line 88, in _run_code
50
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
51
+ from timm.data import Mixup
52
+ ModuleNotFoundError: No module named 'timm'
53
+ W0713 19:17:37.548000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 272 closing signal SIGTERM
54
+ W0713 19:17:37.549000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 273 closing signal SIGTERM
55
+ W0713 19:17:37.549000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 274 closing signal SIGTERM
56
+ W0713 19:17:37.549000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 276 closing signal SIGTERM
57
+ W0713 19:17:37.550000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 277 closing signal SIGTERM
58
+ W0713 19:17:37.550000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 278 closing signal SIGTERM
59
+ W0713 19:17:37.550000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 279 closing signal SIGTERM
60
+ E0713 19:17:37.597000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 3 (pid: 275) of binary: /usr/local/bin/python
61
+ Traceback (most recent call last):
62
+ File "<frozen runpy>", line 198, in _run_module_as_main
63
+ File "<frozen runpy>", line 88, in _run_code
64
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
65
+ from timm.data import Mixup
66
+ ModuleNotFoundError: No module named 'timm'
67
+ Traceback (most recent call last):
68
+ File "<frozen runpy>", line 198, in _run_module_as_main
69
+ File "<frozen runpy>", line 88, in _run_code
70
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
71
+ from timm.data import Mixup
72
+ ModuleNotFoundError: No module named 'timm'
73
+ Traceback (most recent call last):
74
+ File "<frozen runpy>", line 198, in _run_module_as_main
75
+ File "<frozen runpy>", line 88, in _run_code
76
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
77
+ from timm.data import Mixup
78
+ ModuleNotFoundError: No module named 'timm'
79
+ Traceback (most recent call last):
80
+ File "<frozen runpy>", line 198, in _run_module_as_main
81
+ File "<frozen runpy>", line 88, in _run_code
82
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
83
+ from timm.data import Mixup
84
+ ModuleNotFoundError: No module named 'timm'
85
+ Traceback (most recent call last):
86
+ File "<frozen runpy>", line 198, in _run_module_as_main
87
+ File "<frozen runpy>", line 88, in _run_code
88
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
89
+ from timm.data import Mixup
90
+ ModuleNotFoundError: No module named 'timm'
91
+ Traceback (most recent call last):
92
+ File "<frozen runpy>", line 198, in _run_module_as_main
93
+ File "<frozen runpy>", line 88, in _run_code
94
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
95
+ from timm.data import Mixup
96
+ ModuleNotFoundError: No module named 'timm'
97
+ Traceback (most recent call last):
98
+ File "<frozen runpy>", line 198, in _run_module_as_main
99
+ File "<frozen runpy>", line 88, in _run_code
100
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
101
+ from timm.data import Mixup
102
+ ModuleNotFoundError: No module named 'timm'
103
+ Traceback (most recent call last):
104
+ File "<frozen runpy>", line 198, in _run_module_as_main
105
+ File "<frozen runpy>", line 88, in _run_code
106
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
107
+ from timm.data import Mixup
108
+ ModuleNotFoundError: No module named 'timm'
109
+ W0713 19:17:39.390000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 281 closing signal SIGTERM
110
+ W0713 19:17:39.390000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 282 closing signal SIGTERM
111
+ W0713 19:17:39.390000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 283 closing signal SIGTERM
112
+ W0713 19:17:39.391000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 284 closing signal SIGTERM
113
+ W0713 19:17:39.391000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 285 closing signal SIGTERM
114
+ W0713 19:17:39.391000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 286 closing signal SIGTERM
115
+ W0713 19:17:39.391000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 288 closing signal SIGTERM
116
+ E0713 19:17:39.456000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 6 (pid: 287) of binary: /usr/local/bin/python
117
+ Traceback (most recent call last):
118
+ File "<frozen runpy>", line 198, in _run_module_as_main
119
+ File "<frozen runpy>", line 88, in _run_code
120
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
121
+ from timm.data import Mixup
122
+ ModuleNotFoundError: No module named 'timm'
123
+ Traceback (most recent call last):
124
+ File "<frozen runpy>", line 198, in _run_module_as_main
125
+ File "<frozen runpy>", line 88, in _run_code
126
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
127
+ from timm.data import Mixup
128
+ ModuleNotFoundError: No module named 'timm'
129
+ Traceback (most recent call last):
130
+ File "<frozen runpy>", line 198, in _run_module_as_main
131
+ File "<frozen runpy>", line 88, in _run_code
132
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
133
+ from timm.data import Mixup
134
+ ModuleNotFoundError: No module named 'timm'
135
+ Traceback (most recent call last):
136
+ File "<frozen runpy>", line 198, in _run_module_as_main
137
+ File "<frozen runpy>", line 88, in _run_code
138
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
139
+ from timm.data import Mixup
140
+ ModuleNotFoundError: No module named 'timm'
141
+ Traceback (most recent call last):
142
+ File "<frozen runpy>", line 198, in _run_module_as_main
143
+ File "<frozen runpy>", line 88, in _run_code
144
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
145
+ from timm.data import Mixup
146
+ ModuleNotFoundError: No module named 'timm'
147
+ Traceback (most recent call last):
148
+ File "<frozen runpy>", line 198, in _run_module_as_main
149
+ File "<frozen runpy>", line 88, in _run_code
150
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
151
+ from timm.data import Mixup
152
+ ModuleNotFoundError: No module named 'timm'
153
+ Traceback (most recent call last):
154
+ File "<frozen runpy>", line 198, in _run_module_as_main
155
+ File "<frozen runpy>", line 88, in _run_code
156
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
157
+ from timm.data import Mixup
158
+ ModuleNotFoundError: No module named 'timm'
159
+ Traceback (most recent call last):
160
+ File "<frozen runpy>", line 198, in _run_module_as_main
161
+ File "<frozen runpy>", line 88, in _run_code
162
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
163
+ from timm.data import Mixup
164
+ ModuleNotFoundError: No module named 'timm'
165
+ W0713 19:17:41.195000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 291 closing signal SIGTERM
166
+ W0713 19:17:41.195000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 292 closing signal SIGTERM
167
+ W0713 19:17:41.195000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 293 closing signal SIGTERM
168
+ W0713 19:17:41.196000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 294 closing signal SIGTERM
169
+ W0713 19:17:41.196000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 295 closing signal SIGTERM
170
+ W0713 19:17:41.196000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 296 closing signal SIGTERM
171
+ W0713 19:17:41.196000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 297 closing signal SIGTERM
172
+ E0713 19:17:41.261000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 0 (pid: 290) of binary: /usr/local/bin/python
173
+ Traceback (most recent call last):
174
+ File "<frozen runpy>", line 198, in _run_module_as_main
175
+ File "<frozen runpy>", line 88, in _run_code
176
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
177
+ from timm.data import Mixup
178
+ ModuleNotFoundError: No module named 'timm'
179
+ Traceback (most recent call last):
180
+ File "<frozen runpy>", line 198, in _run_module_as_main
181
+ File "<frozen runpy>", line 88, in _run_code
182
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
183
+ from timm.data import Mixup
184
+ ModuleNotFoundError: No module named 'timm'
185
+ Traceback (most recent call last):
186
+ File "<frozen runpy>", line 198, in _run_module_as_main
187
+ File "<frozen runpy>", line 88, in _run_code
188
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
189
+ from timm.data import Mixup
190
+ ModuleNotFoundError: No module named 'timm'
191
+ Traceback (most recent call last):
192
+ File "<frozen runpy>", line 198, in _run_module_as_main
193
+ File "<frozen runpy>", line 88, in _run_code
194
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
195
+ from timm.data import Mixup
196
+ ModuleNotFoundError: No module named 'timm'
197
+ Traceback (most recent call last):
198
+ File "<frozen runpy>", line 198, in _run_module_as_main
199
+ File "<frozen runpy>", line 88, in _run_code
200
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
201
+ from timm.data import Mixup
202
+ ModuleNotFoundError: No module named 'timm'
203
+ Traceback (most recent call last):
204
+ File "<frozen runpy>", line 198, in _run_module_as_main
205
+ File "<frozen runpy>", line 88, in _run_code
206
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
207
+ from timm.data import Mixup
208
+ ModuleNotFoundError: No module named 'timm'
209
+ Traceback (most recent call last):
210
+ File "<frozen runpy>", line 198, in _run_module_as_main
211
+ File "<frozen runpy>", line 88, in _run_code
212
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
213
+ from timm.data import Mixup
214
+ ModuleNotFoundError: No module named 'timm'
215
+ Traceback (most recent call last):
216
+ File "<frozen runpy>", line 198, in _run_module_as_main
217
+ File "<frozen runpy>", line 88, in _run_code
218
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
219
+ from timm.data import Mixup
220
+ ModuleNotFoundError: No module named 'timm'
221
+ W0713 19:17:42.999000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 301 closing signal SIGTERM
222
+ W0713 19:17:42.999000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 303 closing signal SIGTERM
223
+ W0713 19:17:43.000000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 304 closing signal SIGTERM
224
+ W0713 19:17:43.000000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 305 closing signal SIGTERM
225
+ E0713 19:17:43.064000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 0 (pid: 299) of binary: /usr/local/bin/python
226
+ Traceback (most recent call last):
227
+ File "/usr/local/bin/torchrun", line 6, in <module>
228
+ sys.exit(main())
229
+ ^^^^^^
230
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 357, in wrapper
231
+ return f(*args, **kwargs)
232
+ ^^^^^^^^^^^^^^^^^^
233
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 936, in main
234
+ run(args)
235
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 927, in run
236
+ elastic_launch(
237
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 156, in __call__
238
+ return launch_agent(self._config, self._entrypoint, list(args))
239
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
240
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 293, in launch_agent
241
+ raise ChildFailedError(
242
+ torch.distributed.elastic.multiprocessing.errors.ChildFailedError:
243
+ ============================================================
244
+ gmnet.train FAILED
245
+ ------------------------------------------------------------
246
+ Failures:
247
+ [1]:
248
+ time : 2026-07-13_19:17:42
249
+ host : gmnet-e0-s3-s0-worker-0
250
+ rank : 1 (local_rank: 1)
251
+ exitcode : 1 (pid: 300)
252
+ error_file: <N/A>
253
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
254
+ [2]:
255
+ time : 2026-07-13_19:17:42
256
+ host : gmnet-e0-s3-s0-worker-0
257
+ rank : 3 (local_rank: 3)
258
+ exitcode : 1 (pid: 302)
259
+ error_file: <N/A>
260
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
261
+ [3]:
262
+ time : 2026-07-13_19:17:42
263
+ host : gmnet-e0-s3-s0-worker-0
264
+ rank : 7 (local_rank: 7)
265
+ exitcode : 1 (pid: 306)
266
+ error_file: <N/A>
267
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
268
+ ------------------------------------------------------------
269
+ Root Cause (first observed failure):
270
+ [0]:
271
+ time : 2026-07-13_19:17:42
272
+ host : gmnet-e0-s3-s0-worker-0
273
+ rank : 0 (local_rank: 0)
274
+ exitcode : 1 (pid: 299)
275
+ error_file: <N/A>
276
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
277
+ ============================================================
gmnet/runs/e0_s3_seed0/train_attempt_20260713T191810Z_183.log ADDED
@@ -0,0 +1,257 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ W0713 19:18:11.983000 188 site-packages/torch/distributed/run.py:803]
2
+ W0713 19:18:11.983000 188 site-packages/torch/distributed/run.py:803] *****************************************
3
+ W0713 19:18:11.983000 188 site-packages/torch/distributed/run.py:803] 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.
4
+ W0713 19:18:11.983000 188 site-packages/torch/distributed/run.py:803] *****************************************
5
+ Traceback (most recent call last):
6
+ File "<frozen runpy>", line 198, in _run_module_as_main
7
+ File "<frozen runpy>", line 88, in _run_code
8
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
9
+ from timm.data import Mixup
10
+ ModuleNotFoundError: No module named 'timm'
11
+ Traceback (most recent call last):
12
+ File "<frozen runpy>", line 198, in _run_module_as_main
13
+ File "<frozen runpy>", line 88, in _run_code
14
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
15
+ from timm.data import Mixup
16
+ ModuleNotFoundError: No module named 'timm'
17
+ Traceback (most recent call last):
18
+ File "<frozen runpy>", line 198, in _run_module_as_main
19
+ File "<frozen runpy>", line 88, in _run_code
20
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
21
+ from timm.data import Mixup
22
+ ModuleNotFoundError: No module named 'timm'
23
+ Traceback (most recent call last):
24
+ File "<frozen runpy>", line 198, in _run_module_as_main
25
+ File "<frozen runpy>", line 88, in _run_code
26
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
27
+ from timm.data import Mixup
28
+ ModuleNotFoundError: No module named 'timm'
29
+ Traceback (most recent call last):
30
+ File "<frozen runpy>", line 198, in _run_module_as_main
31
+ File "<frozen runpy>", line 88, in _run_code
32
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
33
+ from timm.data import Mixup
34
+ ModuleNotFoundError: No module named 'timm'
35
+ Traceback (most recent call last):
36
+ File "<frozen runpy>", line 198, in _run_module_as_main
37
+ File "<frozen runpy>", line 88, in _run_code
38
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
39
+ from timm.data import Mixup
40
+ ModuleNotFoundError: No module named 'timm'
41
+ Traceback (most recent call last):
42
+ File "<frozen runpy>", line 198, in _run_module_as_main
43
+ File "<frozen runpy>", line 88, in _run_code
44
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
45
+ from timm.data import Mixup
46
+ ModuleNotFoundError: No module named 'timm'
47
+ Traceback (most recent call last):
48
+ File "<frozen runpy>", line 198, in _run_module_as_main
49
+ File "<frozen runpy>", line 88, in _run_code
50
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
51
+ from timm.data import Mixup
52
+ ModuleNotFoundError: No module named 'timm'
53
+ W0713 19:18:16.477000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 258 closing signal SIGTERM
54
+ W0713 19:18:16.478000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 259 closing signal SIGTERM
55
+ W0713 19:18:16.478000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 260 closing signal SIGTERM
56
+ W0713 19:18:16.478000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 262 closing signal SIGTERM
57
+ W0713 19:18:16.478000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 263 closing signal SIGTERM
58
+ W0713 19:18:16.479000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 264 closing signal SIGTERM
59
+ W0713 19:18:16.479000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 265 closing signal SIGTERM
60
+ E0713 19:18:16.514000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 3 (pid: 261) of binary: /usr/local/bin/python
61
+ Traceback (most recent call last):
62
+ File "<frozen runpy>", line 198, in _run_module_as_main
63
+ File "<frozen runpy>", line 88, in _run_code
64
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
65
+ from timm.data import Mixup
66
+ ModuleNotFoundError: No module named 'timm'
67
+ Traceback (most recent call last):
68
+ File "<frozen runpy>", line 198, in _run_module_as_main
69
+ File "<frozen runpy>", line 88, in _run_code
70
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
71
+ from timm.data import Mixup
72
+ ModuleNotFoundError: No module named 'timm'
73
+ Traceback (most recent call last):
74
+ File "<frozen runpy>", line 198, in _run_module_as_main
75
+ File "<frozen runpy>", line 88, in _run_code
76
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
77
+ from timm.data import Mixup
78
+ ModuleNotFoundError: No module named 'timm'
79
+ Traceback (most recent call last):
80
+ File "<frozen runpy>", line 198, in _run_module_as_main
81
+ File "<frozen runpy>", line 88, in _run_code
82
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
83
+ from timm.data import Mixup
84
+ ModuleNotFoundError: No module named 'timm'
85
+ Traceback (most recent call last):
86
+ File "<frozen runpy>", line 198, in _run_module_as_main
87
+ File "<frozen runpy>", line 88, in _run_code
88
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
89
+ from timm.data import Mixup
90
+ ModuleNotFoundError: No module named 'timm'
91
+ Traceback (most recent call last):
92
+ File "<frozen runpy>", line 198, in _run_module_as_main
93
+ File "<frozen runpy>", line 88, in _run_code
94
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
95
+ from timm.data import Mixup
96
+ ModuleNotFoundError: No module named 'timm'
97
+ Traceback (most recent call last):
98
+ File "<frozen runpy>", line 198, in _run_module_as_main
99
+ File "<frozen runpy>", line 88, in _run_code
100
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
101
+ from timm.data import Mixup
102
+ ModuleNotFoundError: No module named 'timm'
103
+ Traceback (most recent call last):
104
+ File "<frozen runpy>", line 198, in _run_module_as_main
105
+ File "<frozen runpy>", line 88, in _run_code
106
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
107
+ from timm.data import Mixup
108
+ ModuleNotFoundError: No module named 'timm'
109
+ W0713 19:18:18.516000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 267 closing signal SIGTERM
110
+ W0713 19:18:18.516000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 268 closing signal SIGTERM
111
+ W0713 19:18:18.517000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 270 closing signal SIGTERM
112
+ W0713 19:18:18.517000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 272 closing signal SIGTERM
113
+ W0713 19:18:18.517000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 273 closing signal SIGTERM
114
+ W0713 19:18:18.517000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 274 closing signal SIGTERM
115
+ E0713 19:18:18.557000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 2 (pid: 269) of binary: /usr/local/bin/python
116
+ Traceback (most recent call last):
117
+ File "<frozen runpy>", line 198, in _run_module_as_main
118
+ File "<frozen runpy>", line 88, in _run_code
119
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
120
+ from timm.data import Mixup
121
+ ModuleNotFoundError: No module named 'timm'
122
+ Traceback (most recent call last):
123
+ File "<frozen runpy>", line 198, in _run_module_as_main
124
+ File "<frozen runpy>", line 88, in _run_code
125
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
126
+ from timm.data import Mixup
127
+ ModuleNotFoundError: No module named 'timm'
128
+ Traceback (most recent call last):
129
+ File "<frozen runpy>", line 198, in _run_module_as_main
130
+ File "<frozen runpy>", line 88, in _run_code
131
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
132
+ from timm.data import Mixup
133
+ ModuleNotFoundError: No module named 'timm'
134
+ Traceback (most recent call last):
135
+ File "<frozen runpy>", line 198, in _run_module_as_main
136
+ File "<frozen runpy>", line 88, in _run_code
137
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
138
+ from timm.data import Mixup
139
+ ModuleNotFoundError: No module named 'timm'
140
+ Traceback (most recent call last):
141
+ File "<frozen runpy>", line 198, in _run_module_as_main
142
+ File "<frozen runpy>", line 88, in _run_code
143
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
144
+ from timm.data import Mixup
145
+ ModuleNotFoundError: No module named 'timm'
146
+ Traceback (most recent call last):
147
+ File "<frozen runpy>", line 198, in _run_module_as_main
148
+ File "<frozen runpy>", line 88, in _run_code
149
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
150
+ from timm.data import Mixup
151
+ ModuleNotFoundError: No module named 'timm'
152
+ Traceback (most recent call last):
153
+ File "<frozen runpy>", line 198, in _run_module_as_main
154
+ File "<frozen runpy>", line 88, in _run_code
155
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
156
+ from timm.data import Mixup
157
+ ModuleNotFoundError: No module named 'timm'
158
+ Traceback (most recent call last):
159
+ File "<frozen runpy>", line 198, in _run_module_as_main
160
+ File "<frozen runpy>", line 88, in _run_code
161
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
162
+ from timm.data import Mixup
163
+ ModuleNotFoundError: No module named 'timm'
164
+ W0713 19:18:20.295000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 276 closing signal SIGTERM
165
+ W0713 19:18:20.296000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 277 closing signal SIGTERM
166
+ W0713 19:18:20.296000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 279 closing signal SIGTERM
167
+ W0713 19:18:20.296000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 281 closing signal SIGTERM
168
+ W0713 19:18:20.297000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 283 closing signal SIGTERM
169
+ E0713 19:18:20.336000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 2 (pid: 278) of binary: /usr/local/bin/python
170
+ Traceback (most recent call last):
171
+ File "<frozen runpy>", line 198, in _run_module_as_main
172
+ File "<frozen runpy>", line 88, in _run_code
173
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
174
+ from timm.data import Mixup
175
+ ModuleNotFoundError: No module named 'timm'
176
+ Traceback (most recent call last):
177
+ File "<frozen runpy>", line 198, in _run_module_as_main
178
+ File "<frozen runpy>", line 88, in _run_code
179
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
180
+ from timm.data import Mixup
181
+ ModuleNotFoundError: No module named 'timm'
182
+ Traceback (most recent call last):
183
+ File "<frozen runpy>", line 198, in _run_module_as_main
184
+ File "<frozen runpy>", line 88, in _run_code
185
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
186
+ from timm.data import Mixup
187
+ ModuleNotFoundError: No module named 'timm'
188
+ Traceback (most recent call last):
189
+ File "<frozen runpy>", line 198, in _run_module_as_main
190
+ File "<frozen runpy>", line 88, in _run_code
191
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
192
+ from timm.data import Mixup
193
+ ModuleNotFoundError: No module named 'timm'
194
+ Traceback (most recent call last):
195
+ File "<frozen runpy>", line 198, in _run_module_as_main
196
+ File "<frozen runpy>", line 88, in _run_code
197
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
198
+ from timm.data import Mixup
199
+ ModuleNotFoundError: No module named 'timm'
200
+ Traceback (most recent call last):
201
+ File "<frozen runpy>", line 198, in _run_module_as_main
202
+ File "<frozen runpy>", line 88, in _run_code
203
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
204
+ from timm.data import Mixup
205
+ ModuleNotFoundError: No module named 'timm'
206
+ Traceback (most recent call last):
207
+ File "<frozen runpy>", line 198, in _run_module_as_main
208
+ File "<frozen runpy>", line 88, in _run_code
209
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
210
+ from timm.data import Mixup
211
+ ModuleNotFoundError: No module named 'timm'
212
+ Traceback (most recent call last):
213
+ File "<frozen runpy>", line 198, in _run_module_as_main
214
+ File "<frozen runpy>", line 88, in _run_code
215
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
216
+ from timm.data import Mixup
217
+ ModuleNotFoundError: No module named 'timm'
218
+ W0713 19:18:21.973000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 285 closing signal SIGTERM
219
+ W0713 19:18:21.974000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 286 closing signal SIGTERM
220
+ W0713 19:18:21.974000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 288 closing signal SIGTERM
221
+ W0713 19:18:21.974000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 289 closing signal SIGTERM
222
+ W0713 19:18:21.974000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 290 closing signal SIGTERM
223
+ W0713 19:18:21.975000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 291 closing signal SIGTERM
224
+ W0713 19:18:21.975000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 292 closing signal SIGTERM
225
+ E0713 19:18:22.039000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 2 (pid: 287) of binary: /usr/local/bin/python
226
+ Traceback (most recent call last):
227
+ File "/usr/local/bin/torchrun", line 6, in <module>
228
+ sys.exit(main())
229
+ ^^^^^^
230
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 357, in wrapper
231
+ return f(*args, **kwargs)
232
+ ^^^^^^^^^^^^^^^^^^
233
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 936, in main
234
+ run(args)
235
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 927, in run
236
+ elastic_launch(
237
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 156, in __call__
238
+ return launch_agent(self._config, self._entrypoint, list(args))
239
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
240
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 293, in launch_agent
241
+ raise ChildFailedError(
242
+ torch.distributed.elastic.multiprocessing.errors.ChildFailedError:
243
+ ============================================================
244
+ gmnet.train FAILED
245
+ ------------------------------------------------------------
246
+ Failures:
247
+ <NO_OTHER_FAILURES>
248
+ ------------------------------------------------------------
249
+ Root Cause (first observed failure):
250
+ [0]:
251
+ time : 2026-07-13_19:18:21
252
+ host : gmnet-e0-s3-s0-worker-0
253
+ rank : 2 (local_rank: 2)
254
+ exitcode : 1 (pid: 287)
255
+ error_file: <N/A>
256
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
257
+ ============================================================
gmnet/runs/e0_s3_seed0/train_attempt_20260713T191901Z_181.log ADDED
@@ -0,0 +1,252 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ W0713 19:19:02.890000 186 site-packages/torch/distributed/run.py:803]
2
+ W0713 19:19:02.890000 186 site-packages/torch/distributed/run.py:803] *****************************************
3
+ W0713 19:19:02.890000 186 site-packages/torch/distributed/run.py:803] 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.
4
+ W0713 19:19:02.890000 186 site-packages/torch/distributed/run.py:803] *****************************************
5
+ Traceback (most recent call last):
6
+ File "<frozen runpy>", line 198, in _run_module_as_main
7
+ File "<frozen runpy>", line 88, in _run_code
8
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
9
+ from timm.data import Mixup
10
+ ModuleNotFoundError: No module named 'timm'
11
+ Traceback (most recent call last):
12
+ File "<frozen runpy>", line 198, in _run_module_as_main
13
+ File "<frozen runpy>", line 88, in _run_code
14
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
15
+ from timm.data import Mixup
16
+ ModuleNotFoundError: No module named 'timm'
17
+ Traceback (most recent call last):
18
+ File "<frozen runpy>", line 198, in _run_module_as_main
19
+ File "<frozen runpy>", line 88, in _run_code
20
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
21
+ from timm.data import Mixup
22
+ ModuleNotFoundError: No module named 'timm'
23
+ Traceback (most recent call last):
24
+ File "<frozen runpy>", line 198, in _run_module_as_main
25
+ File "<frozen runpy>", line 88, in _run_code
26
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
27
+ from timm.data import Mixup
28
+ ModuleNotFoundError: No module named 'timm'
29
+ Traceback (most recent call last):
30
+ File "<frozen runpy>", line 198, in _run_module_as_main
31
+ File "<frozen runpy>", line 88, in _run_code
32
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
33
+ from timm.data import Mixup
34
+ ModuleNotFoundError: No module named 'timm'
35
+ Traceback (most recent call last):
36
+ File "<frozen runpy>", line 198, in _run_module_as_main
37
+ File "<frozen runpy>", line 88, in _run_code
38
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
39
+ from timm.data import Mixup
40
+ ModuleNotFoundError: No module named 'timm'
41
+ Traceback (most recent call last):
42
+ File "<frozen runpy>", line 198, in _run_module_as_main
43
+ File "<frozen runpy>", line 88, in _run_code
44
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
45
+ from timm.data import Mixup
46
+ ModuleNotFoundError: No module named 'timm'
47
+ Traceback (most recent call last):
48
+ File "<frozen runpy>", line 198, in _run_module_as_main
49
+ File "<frozen runpy>", line 88, in _run_code
50
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
51
+ from timm.data import Mixup
52
+ ModuleNotFoundError: No module named 'timm'
53
+ E0713 19:19:10.405000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 0 (pid: 256) of binary: /usr/local/bin/python
54
+ Traceback (most recent call last):
55
+ File "<frozen runpy>", line 198, in _run_module_as_main
56
+ File "<frozen runpy>", line 88, in _run_code
57
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
58
+ from timm.data import Mixup
59
+ ModuleNotFoundError: No module named 'timm'
60
+ Traceback (most recent call last):
61
+ File "<frozen runpy>", line 198, in _run_module_as_main
62
+ File "<frozen runpy>", line 88, in _run_code
63
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
64
+ from timm.data import Mixup
65
+ ModuleNotFoundError: No module named 'timm'
66
+ Traceback (most recent call last):
67
+ File "<frozen runpy>", line 198, in _run_module_as_main
68
+ File "<frozen runpy>", line 88, in _run_code
69
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
70
+ from timm.data import Mixup
71
+ ModuleNotFoundError: No module named 'timm'
72
+ Traceback (most recent call last):
73
+ File "<frozen runpy>", line 198, in _run_module_as_main
74
+ File "<frozen runpy>", line 88, in _run_code
75
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
76
+ from timm.data import Mixup
77
+ ModuleNotFoundError: No module named 'timm'
78
+ Traceback (most recent call last):
79
+ File "<frozen runpy>", line 198, in _run_module_as_main
80
+ File "<frozen runpy>", line 88, in _run_code
81
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
82
+ from timm.data import Mixup
83
+ ModuleNotFoundError: No module named 'timm'
84
+ Traceback (most recent call last):
85
+ File "<frozen runpy>", line 198, in _run_module_as_main
86
+ File "<frozen runpy>", line 88, in _run_code
87
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
88
+ from timm.data import Mixup
89
+ ModuleNotFoundError: No module named 'timm'
90
+ Traceback (most recent call last):
91
+ File "<frozen runpy>", line 198, in _run_module_as_main
92
+ File "<frozen runpy>", line 88, in _run_code
93
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
94
+ from timm.data import Mixup
95
+ ModuleNotFoundError: No module named 'timm'
96
+ Traceback (most recent call last):
97
+ File "<frozen runpy>", line 198, in _run_module_as_main
98
+ File "<frozen runpy>", line 88, in _run_code
99
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
100
+ from timm.data import Mixup
101
+ ModuleNotFoundError: No module named 'timm'
102
+ W0713 19:19:12.349000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 265 closing signal SIGTERM
103
+ W0713 19:19:12.350000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 268 closing signal SIGTERM
104
+ W0713 19:19:12.350000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 269 closing signal SIGTERM
105
+ W0713 19:19:12.350000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 270 closing signal SIGTERM
106
+ W0713 19:19:12.350000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 271 closing signal SIGTERM
107
+ W0713 19:19:12.351000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 272 closing signal SIGTERM
108
+ E0713 19:19:12.418000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 1 (pid: 266) of binary: /usr/local/bin/python
109
+ Traceback (most recent call last):
110
+ File "<frozen runpy>", line 198, in _run_module_as_main
111
+ File "<frozen runpy>", line 88, in _run_code
112
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
113
+ from timm.data import Mixup
114
+ ModuleNotFoundError: No module named 'timm'
115
+ Traceback (most recent call last):
116
+ Traceback (most recent call last):
117
+ File "<frozen runpy>", line 198, in _run_module_as_main
118
+ File "<frozen runpy>", line 198, in _run_module_as_main
119
+ File "<frozen runpy>", line 88, in _run_code
120
+ File "<frozen runpy>", line 88, in _run_code
121
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
122
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
123
+ from timm.data import Mixup
124
+ from timm.data import Mixup
125
+ ModuleNotFoundErrorModuleNotFoundError: : No module named 'timm'No module named 'timm'
126
+
127
+ Traceback (most recent call last):
128
+ File "<frozen runpy>", line 198, in _run_module_as_main
129
+ File "<frozen runpy>", line 88, in _run_code
130
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
131
+ from timm.data import Mixup
132
+ ModuleNotFoundError: No module named 'timm'
133
+ Traceback (most recent call last):
134
+ File "<frozen runpy>", line 198, in _run_module_as_main
135
+ File "<frozen runpy>", line 88, in _run_code
136
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
137
+ from timm.data import Mixup
138
+ ModuleNotFoundError: No module named 'timm'
139
+ Traceback (most recent call last):
140
+ File "<frozen runpy>", line 198, in _run_module_as_main
141
+ File "<frozen runpy>", line 88, in _run_code
142
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
143
+ from timm.data import Mixup
144
+ ModuleNotFoundError: No module named 'timm'
145
+ Traceback (most recent call last):
146
+ File "<frozen runpy>", line 198, in _run_module_as_main
147
+ File "<frozen runpy>", line 88, in _run_code
148
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
149
+ from timm.data import Mixup
150
+ ModuleNotFoundError: No module named 'timm'
151
+ Traceback (most recent call last):
152
+ File "<frozen runpy>", line 198, in _run_module_as_main
153
+ File "<frozen runpy>", line 88, in _run_code
154
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
155
+ from timm.data import Mixup
156
+ ModuleNotFoundError: No module named 'timm'
157
+ W0713 19:19:14.155000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 274 closing signal SIGTERM
158
+ W0713 19:19:14.156000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 275 closing signal SIGTERM
159
+ W0713 19:19:14.156000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 276 closing signal SIGTERM
160
+ W0713 19:19:14.156000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 277 closing signal SIGTERM
161
+ W0713 19:19:14.156000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 278 closing signal SIGTERM
162
+ W0713 19:19:14.157000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 280 closing signal SIGTERM
163
+ W0713 19:19:14.157000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 281 closing signal SIGTERM
164
+ E0713 19:19:14.204000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 5 (pid: 279) of binary: /usr/local/bin/python
165
+ Traceback (most recent call last):
166
+ File "<frozen runpy>", line 198, in _run_module_as_main
167
+ File "<frozen runpy>", line 88, in _run_code
168
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
169
+ from timm.data import Mixup
170
+ ModuleNotFoundError: No module named 'timm'
171
+ Traceback (most recent call last):
172
+ File "<frozen runpy>", line 198, in _run_module_as_main
173
+ File "<frozen runpy>", line 88, in _run_code
174
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
175
+ from timm.data import Mixup
176
+ ModuleNotFoundError: No module named 'timm'
177
+ Traceback (most recent call last):
178
+ File "<frozen runpy>", line 198, in _run_module_as_main
179
+ File "<frozen runpy>", line 88, in _run_code
180
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
181
+ Traceback (most recent call last):
182
+ File "<frozen runpy>", line 198, in _run_module_as_main
183
+ File "<frozen runpy>", line 88, in _run_code
184
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
185
+ from timm.data import Mixup
186
+ ModuleNotFoundError: No module named 'timm'
187
+ from timm.data import Mixup
188
+ ModuleNotFoundError: No module named 'timm'
189
+ Traceback (most recent call last):
190
+ File "<frozen runpy>", line 198, in _run_module_as_main
191
+ File "<frozen runpy>", line 88, in _run_code
192
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
193
+ from timm.data import Mixup
194
+ ModuleNotFoundError: No module named 'timm'
195
+ Traceback (most recent call last):
196
+ File "<frozen runpy>", line 198, in _run_module_as_main
197
+ File "<frozen runpy>", line 88, in _run_code
198
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
199
+ from timm.data import Mixup
200
+ ModuleNotFoundError: No module named 'timm'
201
+ Traceback (most recent call last):
202
+ File "<frozen runpy>", line 198, in _run_module_as_main
203
+ File "<frozen runpy>", line 88, in _run_code
204
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
205
+ from timm.data import Mixup
206
+ ModuleNotFoundError: No module named 'timm'
207
+ Traceback (most recent call last):
208
+ File "<frozen runpy>", line 198, in _run_module_as_main
209
+ File "<frozen runpy>", line 88, in _run_code
210
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
211
+ from timm.data import Mixup
212
+ ModuleNotFoundError: No module named 'timm'
213
+ W0713 19:19:15.942000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 283 closing signal SIGTERM
214
+ W0713 19:19:15.943000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 284 closing signal SIGTERM
215
+ W0713 19:19:15.943000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 285 closing signal SIGTERM
216
+ W0713 19:19:15.943000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 286 closing signal SIGTERM
217
+ W0713 19:19:15.943000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 287 closing signal SIGTERM
218
+ W0713 19:19:15.944000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 288 closing signal SIGTERM
219
+ W0713 19:19:15.944000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 290 closing signal SIGTERM
220
+ E0713 19:19:15.991000 186 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 6 (pid: 289) of binary: /usr/local/bin/python
221
+ Traceback (most recent call last):
222
+ File "/usr/local/bin/torchrun", line 6, in <module>
223
+ sys.exit(main())
224
+ ^^^^^^
225
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 357, in wrapper
226
+ return f(*args, **kwargs)
227
+ ^^^^^^^^^^^^^^^^^^
228
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 936, in main
229
+ run(args)
230
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 927, in run
231
+ elastic_launch(
232
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 156, in __call__
233
+ return launch_agent(self._config, self._entrypoint, list(args))
234
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
235
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 293, in launch_agent
236
+ raise ChildFailedError(
237
+ torch.distributed.elastic.multiprocessing.errors.ChildFailedError:
238
+ ============================================================
239
+ gmnet.train FAILED
240
+ ------------------------------------------------------------
241
+ Failures:
242
+ <NO_OTHER_FAILURES>
243
+ ------------------------------------------------------------
244
+ Root Cause (first observed failure):
245
+ [0]:
246
+ time : 2026-07-13_19:19:15
247
+ host : gmnet-e0-s3-s0-worker-0
248
+ rank : 6 (local_rank: 6)
249
+ exitcode : 1 (pid: 289)
250
+ error_file: <N/A>
251
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
252
+ ============================================================
gmnet/runs/e0_s3_seed0/train_attempt_20260713T192007Z_183.log ADDED
@@ -0,0 +1,272 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ W0713 19:20:08.818000 188 site-packages/torch/distributed/run.py:803]
2
+ W0713 19:20:08.818000 188 site-packages/torch/distributed/run.py:803] *****************************************
3
+ W0713 19:20:08.818000 188 site-packages/torch/distributed/run.py:803] 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.
4
+ W0713 19:20:08.818000 188 site-packages/torch/distributed/run.py:803] *****************************************
5
+ Traceback (most recent call last):
6
+ File "<frozen runpy>", line 198, in _run_module_as_main
7
+ File "<frozen runpy>", line 88, in _run_code
8
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
9
+ from timm.data import Mixup
10
+ ModuleNotFoundError: No module named 'timm'
11
+ Traceback (most recent call last):
12
+ File "<frozen runpy>", line 198, in _run_module_as_main
13
+ File "<frozen runpy>", line 88, in _run_code
14
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
15
+ from timm.data import Mixup
16
+ ModuleNotFoundError: Traceback (most recent call last):
17
+ No module named 'timm'
18
+ File "<frozen runpy>", line 198, in _run_module_as_main
19
+ File "<frozen runpy>", line 88, in _run_code
20
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
21
+ from timm.data import Mixup
22
+ ModuleNotFoundError: No module named 'timm'
23
+ Traceback (most recent call last):
24
+ File "<frozen runpy>", line 198, in _run_module_as_main
25
+ File "<frozen runpy>", line 88, in _run_code
26
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
27
+ from timm.data import Mixup
28
+ ModuleNotFoundError: No module named 'timm'
29
+ Traceback (most recent call last):
30
+ File "<frozen runpy>", line 198, in _run_module_as_main
31
+ File "<frozen runpy>", line 88, in _run_code
32
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
33
+ from timm.data import Mixup
34
+ ModuleNotFoundError: No module named 'timm'
35
+ Traceback (most recent call last):
36
+ File "<frozen runpy>", line 198, in _run_module_as_main
37
+ File "<frozen runpy>", line 88, in _run_code
38
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
39
+ from timm.data import Mixup
40
+ ModuleNotFoundError: No module named 'timm'
41
+ Traceback (most recent call last):
42
+ File "<frozen runpy>", line 198, in _run_module_as_main
43
+ File "<frozen runpy>", line 88, in _run_code
44
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
45
+ from timm.data import Mixup
46
+ ModuleNotFoundError: No module named 'timm'
47
+ Traceback (most recent call last):
48
+ File "<frozen runpy>", line 198, in _run_module_as_main
49
+ File "<frozen runpy>", line 88, in _run_code
50
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
51
+ from timm.data import Mixup
52
+ ModuleNotFoundError: No module named 'timm'
53
+ W0713 19:20:13.333000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 260 closing signal SIGTERM
54
+ E0713 19:20:13.365000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 0 (pid: 258) of binary: /usr/local/bin/python
55
+ Traceback (most recent call last):
56
+ File "<frozen runpy>", line 198, in _run_module_as_main
57
+ File "<frozen runpy>", line 88, in _run_code
58
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
59
+ from timm.data import Mixup
60
+ ModuleNotFoundError: No module named 'timm'
61
+ Traceback (most recent call last):
62
+ Traceback (most recent call last):
63
+ File "<frozen runpy>", line 198, in _run_module_as_main
64
+ File "<frozen runpy>", line 198, in _run_module_as_main
65
+ File "<frozen runpy>", line 88, in _run_code
66
+ File "<frozen runpy>", line 88, in _run_code
67
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
68
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
69
+ from timm.data import Mixup
70
+ from timm.data import Mixup
71
+ ModuleNotFoundErrorModuleNotFoundError: : No module named 'timm'No module named 'timm'
72
+
73
+ Traceback (most recent call last):
74
+ File "<frozen runpy>", line 198, in _run_module_as_main
75
+ File "<frozen runpy>", line 88, in _run_code
76
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
77
+ from timm.data import Mixup
78
+ ModuleNotFoundError: No module named 'timm'
79
+ Traceback (most recent call last):
80
+ File "<frozen runpy>", line 198, in _run_module_as_main
81
+ File "<frozen runpy>", line 88, in _run_code
82
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
83
+ from timm.data import Mixup
84
+ ModuleNotFoundError: No module named 'timm'
85
+ Traceback (most recent call last):
86
+ File "<frozen runpy>", line 198, in _run_module_as_main
87
+ File "<frozen runpy>", line 88, in _run_code
88
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
89
+ from timm.data import Mixup
90
+ ModuleNotFoundError: No module named 'timm'
91
+ Traceback (most recent call last):
92
+ File "<frozen runpy>", line 198, in _run_module_as_main
93
+ File "<frozen runpy>", line 88, in _run_code
94
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
95
+ from timm.data import Mixup
96
+ ModuleNotFoundError: No module named 'timm'
97
+ Traceback (most recent call last):
98
+ File "<frozen runpy>", line 198, in _run_module_as_main
99
+ File "<frozen runpy>", line 88, in _run_code
100
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
101
+ from timm.data import Mixup
102
+ ModuleNotFoundError: No module named 'timm'
103
+ W0713 19:20:15.206000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 267 closing signal SIGTERM
104
+ W0713 19:20:15.206000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 268 closing signal SIGTERM
105
+ W0713 19:20:15.206000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 269 closing signal SIGTERM
106
+ W0713 19:20:15.207000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 270 closing signal SIGTERM
107
+ W0713 19:20:15.207000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 271 closing signal SIGTERM
108
+ W0713 19:20:15.207000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 273 closing signal SIGTERM
109
+ E0713 19:20:15.271000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 5 (pid: 272) of binary: /usr/local/bin/python
110
+ Traceback (most recent call last):
111
+ File "<frozen runpy>", line 198, in _run_module_as_main
112
+ File "<frozen runpy>", line 88, in _run_code
113
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
114
+ from timm.data import Mixup
115
+ ModuleNotFoundError: No module named 'timm'
116
+ Traceback (most recent call last):
117
+ File "<frozen runpy>", line 198, in _run_module_as_main
118
+ File "<frozen runpy>", line 88, in _run_code
119
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
120
+ from timm.data import Mixup
121
+ ModuleNotFoundError: No module named 'timm'
122
+ Traceback (most recent call last):
123
+ File "<frozen runpy>", line 198, in _run_module_as_main
124
+ File "<frozen runpy>", line 88, in _run_code
125
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
126
+ from timm.data import Mixup
127
+ ModuleNotFoundError: No module named 'timm'
128
+ Traceback (most recent call last):
129
+ File "<frozen runpy>", line 198, in _run_module_as_main
130
+ File "<frozen runpy>", line 88, in _run_code
131
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
132
+ Traceback (most recent call last):
133
+ File "<frozen runpy>", line 198, in _run_module_as_main
134
+ File "<frozen runpy>", line 88, in _run_code
135
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
136
+ from timm.data import Mixup
137
+ ModuleNotFoundError: No module named 'timm'
138
+ from timm.data import Mixup
139
+ ModuleNotFoundError: No module named 'timm'
140
+ Traceback (most recent call last):
141
+ File "<frozen runpy>", line 198, in _run_module_as_main
142
+ File "<frozen runpy>", line 88, in _run_code
143
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
144
+ from timm.data import Mixup
145
+ ModuleNotFoundError: No module named 'timm'
146
+ Traceback (most recent call last):
147
+ File "<frozen runpy>", line 198, in _run_module_as_main
148
+ File "<frozen runpy>", line 88, in _run_code
149
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
150
+ from timm.data import Mixup
151
+ ModuleNotFoundError: No module named 'timm'
152
+ Traceback (most recent call last):
153
+ File "<frozen runpy>", line 198, in _run_module_as_main
154
+ File "<frozen runpy>", line 88, in _run_code
155
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
156
+ from timm.data import Mixup
157
+ ModuleNotFoundError: No module named 'timm'
158
+ W0713 19:20:17.009000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 278 closing signal SIGTERM
159
+ W0713 19:20:17.010000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 280 closing signal SIGTERM
160
+ W0713 19:20:17.010000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 282 closing signal SIGTERM
161
+ E0713 19:20:17.074000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 1 (pid: 277) of binary: /usr/local/bin/python
162
+ Traceback (most recent call last):
163
+ File "<frozen runpy>", line 198, in _run_module_as_main
164
+ File "<frozen runpy>", line 88, in _run_code
165
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
166
+ from timm.data import Mixup
167
+ ModuleNotFoundError: No module named 'timm'
168
+ Traceback (most recent call last):
169
+ File "<frozen runpy>", line 198, in _run_module_as_main
170
+ File "<frozen runpy>", line 88, in _run_code
171
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
172
+ from timm.data import Mixup
173
+ ModuleNotFoundError: No module named 'timm'
174
+ Traceback (most recent call last):
175
+ File "<frozen runpy>", line 198, in _run_module_as_main
176
+ File "<frozen runpy>", line 88, in _run_code
177
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
178
+ from timm.data import Mixup
179
+ ModuleNotFoundError: No module named 'timm'
180
+ Traceback (most recent call last):
181
+ File "<frozen runpy>", line 198, in _run_module_as_main
182
+ File "<frozen runpy>", line 88, in _run_code
183
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
184
+ from timm.data import Mixup
185
+ ModuleNotFoundError: No module named 'timm'
186
+ Traceback (most recent call last):
187
+ File "<frozen runpy>", line 198, in _run_module_as_main
188
+ File "<frozen runpy>", line 88, in _run_code
189
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
190
+ Traceback (most recent call last):
191
+ File "<frozen runpy>", line 198, in _run_module_as_main
192
+ File "<frozen runpy>", line 88, in _run_code
193
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
194
+ from timm.data import Mixup
195
+ ModuleNotFoundError: No module named 'timm'
196
+ from timm.data import Mixup
197
+ ModuleNotFoundError: No module named 'timm'
198
+ Traceback (most recent call last):
199
+ File "<frozen runpy>", line 198, in _run_module_as_main
200
+ File "<frozen runpy>", line 88, in _run_code
201
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
202
+ from timm.data import Mixup
203
+ ModuleNotFoundError: No module named 'timm'
204
+ Traceback (most recent call last):
205
+ File "<frozen runpy>", line 198, in _run_module_as_main
206
+ File "<frozen runpy>", line 88, in _run_code
207
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
208
+ from timm.data import Mixup
209
+ ModuleNotFoundError: No module named 'timm'
210
+ W0713 19:20:18.813000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 287 closing signal SIGTERM
211
+ W0713 19:20:18.813000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 289 closing signal SIGTERM
212
+ W0713 19:20:18.814000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 291 closing signal SIGTERM
213
+ E0713 19:20:18.878000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 0 (pid: 285) of binary: /usr/local/bin/python
214
+ Traceback (most recent call last):
215
+ File "/usr/local/bin/torchrun", line 6, in <module>
216
+ sys.exit(main())
217
+ ^^^^^^
218
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 357, in wrapper
219
+ return f(*args, **kwargs)
220
+ ^^^^^^^^^^^^^^^^^^
221
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 936, in main
222
+ run(args)
223
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 927, in run
224
+ elastic_launch(
225
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 156, in __call__
226
+ return launch_agent(self._config, self._entrypoint, list(args))
227
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
228
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 293, in launch_agent
229
+ raise ChildFailedError(
230
+ torch.distributed.elastic.multiprocessing.errors.ChildFailedError:
231
+ ============================================================
232
+ gmnet.train FAILED
233
+ ------------------------------------------------------------
234
+ Failures:
235
+ [1]:
236
+ time : 2026-07-13_19:20:18
237
+ host : gmnet-e0-s3-s0-worker-0
238
+ rank : 1 (local_rank: 1)
239
+ exitcode : 1 (pid: 286)
240
+ error_file: <N/A>
241
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
242
+ [2]:
243
+ time : 2026-07-13_19:20:18
244
+ host : gmnet-e0-s3-s0-worker-0
245
+ rank : 3 (local_rank: 3)
246
+ exitcode : 1 (pid: 288)
247
+ error_file: <N/A>
248
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
249
+ [3]:
250
+ time : 2026-07-13_19:20:18
251
+ host : gmnet-e0-s3-s0-worker-0
252
+ rank : 5 (local_rank: 5)
253
+ exitcode : 1 (pid: 290)
254
+ error_file: <N/A>
255
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
256
+ [4]:
257
+ time : 2026-07-13_19:20:18
258
+ host : gmnet-e0-s3-s0-worker-0
259
+ rank : 7 (local_rank: 7)
260
+ exitcode : 1 (pid: 292)
261
+ error_file: <N/A>
262
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
263
+ ------------------------------------------------------------
264
+ Root Cause (first observed failure):
265
+ [0]:
266
+ time : 2026-07-13_19:20:18
267
+ host : gmnet-e0-s3-s0-worker-0
268
+ rank : 0 (local_rank: 0)
269
+ exitcode : 1 (pid: 285)
270
+ error_file: <N/A>
271
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
272
+ ============================================================
gmnet/runs/e0_s3_seed0/train_attempt_20260713T192135Z_196.log ADDED
@@ -0,0 +1,270 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ W0713 19:21:36.363000 201 site-packages/torch/distributed/run.py:803]
2
+ W0713 19:21:36.363000 201 site-packages/torch/distributed/run.py:803] *****************************************
3
+ W0713 19:21:36.363000 201 site-packages/torch/distributed/run.py:803] 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.
4
+ W0713 19:21:36.363000 201 site-packages/torch/distributed/run.py:803] *****************************************
5
+ Traceback (most recent call last):
6
+ File "<frozen runpy>", line 198, in _run_module_as_main
7
+ File "<frozen runpy>", line 88, in _run_code
8
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
9
+ from timm.data import Mixup
10
+ ModuleNotFoundError: No module named 'timm'
11
+ Traceback (most recent call last):
12
+ File "<frozen runpy>", line 198, in _run_module_as_main
13
+ File "<frozen runpy>", line 88, in _run_code
14
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
15
+ from timm.data import Mixup
16
+ ModuleNotFoundError: No module named 'timm'
17
+ Traceback (most recent call last):
18
+ File "<frozen runpy>", line 198, in _run_module_as_main
19
+ File "<frozen runpy>", line 88, in _run_code
20
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
21
+ from timm.data import Mixup
22
+ ModuleNotFoundError: No module named 'timm'
23
+ Traceback (most recent call last):
24
+ File "<frozen runpy>", line 198, in _run_module_as_main
25
+ File "<frozen runpy>", line 88, in _run_code
26
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
27
+ from timm.data import Mixup
28
+ ModuleNotFoundError: No module named 'timm'
29
+ Traceback (most recent call last):
30
+ File "<frozen runpy>", line 198, in _run_module_as_main
31
+ File "<frozen runpy>", line 88, in _run_code
32
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
33
+ from timm.data import Mixup
34
+ ModuleNotFoundError: No module named 'timm'
35
+ Traceback (most recent call last):
36
+ File "<frozen runpy>", line 198, in _run_module_as_main
37
+ File "<frozen runpy>", line 88, in _run_code
38
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
39
+ from timm.data import Mixup
40
+ ModuleNotFoundError: No module named 'timm'
41
+ Traceback (most recent call last):
42
+ File "<frozen runpy>", line 198, in _run_module_as_main
43
+ File "<frozen runpy>", line 88, in _run_code
44
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
45
+ from timm.data import Mixup
46
+ ModuleNotFoundError: No module named 'timm'
47
+ Traceback (most recent call last):
48
+ File "<frozen runpy>", line 198, in _run_module_as_main
49
+ File "<frozen runpy>", line 88, in _run_code
50
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
51
+ from timm.data import Mixup
52
+ ModuleNotFoundError: No module named 'timm'
53
+ W0713 19:21:40.701000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 271 closing signal SIGTERM
54
+ W0713 19:21:40.701000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 273 closing signal SIGTERM
55
+ W0713 19:21:40.701000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 274 closing signal SIGTERM
56
+ W0713 19:21:40.702000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 277 closing signal SIGTERM
57
+ E0713 19:21:40.742000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 1 (pid: 272) of binary: /usr/local/bin/python
58
+ Traceback (most recent call last):
59
+ File "<frozen runpy>", line 198, in _run_module_as_main
60
+ File "<frozen runpy>", line 88, in _run_code
61
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
62
+ from timm.data import Mixup
63
+ ModuleNotFoundError: No module named 'timm'
64
+ Traceback (most recent call last):
65
+ Traceback (most recent call last):
66
+ File "<frozen runpy>", line 198, in _run_module_as_main
67
+ File "<frozen runpy>", line 198, in _run_module_as_main
68
+ File "<frozen runpy>", line 88, in _run_code
69
+ File "<frozen runpy>", line 88, in _run_code
70
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
71
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
72
+ Traceback (most recent call last):
73
+ File "<frozen runpy>", line 198, in _run_module_as_main
74
+ File "<frozen runpy>", line 88, in _run_code
75
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
76
+ from timm.data import Mixup
77
+ from timm.data import Mixup
78
+ ModuleNotFoundError: No module named 'timm'
79
+ ModuleNotFoundError: No module named 'timm'
80
+ from timm.data import Mixup
81
+ ModuleNotFoundError: No module named 'timm'
82
+ Traceback (most recent call last):
83
+ File "<frozen runpy>", line 198, in _run_module_as_main
84
+ File "<frozen runpy>", line 88, in _run_code
85
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
86
+ from timm.data import Mixup
87
+ ModuleNotFoundError: No module named 'timm'
88
+ Traceback (most recent call last):
89
+ File "<frozen runpy>", line 198, in _run_module_as_main
90
+ File "<frozen runpy>", line 88, in _run_code
91
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
92
+ from timm.data import Mixup
93
+ ModuleNotFoundError: No module named 'timm'
94
+ Traceback (most recent call last):
95
+ File "<frozen runpy>", line 198, in _run_module_as_main
96
+ File "<frozen runpy>", line 88, in _run_code
97
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
98
+ from timm.data import Mixup
99
+ ModuleNotFoundError: No module named 'timm'
100
+ Traceback (most recent call last):
101
+ File "<frozen runpy>", line 198, in _run_module_as_main
102
+ File "<frozen runpy>", line 88, in _run_code
103
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
104
+ from timm.data import Mixup
105
+ ModuleNotFoundError: No module named 'timm'
106
+ W0713 19:21:42.674000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 280 closing signal SIGTERM
107
+ W0713 19:21:42.675000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 281 closing signal SIGTERM
108
+ W0713 19:21:42.675000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 285 closing signal SIGTERM
109
+ E0713 19:21:42.740000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 2 (pid: 282) of binary: /usr/local/bin/python
110
+ Traceback (most recent call last):
111
+ Traceback (most recent call last):
112
+ File "<frozen runpy>", line 198, in _run_module_as_main
113
+ File "<frozen runpy>", line 88, in _run_code
114
+ File "<frozen runpy>", line 198, in _run_module_as_main
115
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
116
+ File "<frozen runpy>", line 88, in _run_code
117
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
118
+ from timm.data import Mixup
119
+ from timm.data import Mixup
120
+ ModuleNotFoundErrorModuleNotFoundError: No module named 'timm':
121
+ No module named 'timm'
122
+ Traceback (most recent call last):
123
+ File "<frozen runpy>", line 198, in _run_module_as_main
124
+ File "<frozen runpy>", line 88, in _run_code
125
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
126
+ from timm.data import Mixup
127
+ ModuleNotFoundError: No module named 'timm'
128
+ Traceback (most recent call last):
129
+ File "<frozen runpy>", line 198, in _run_module_as_main
130
+ File "<frozen runpy>", line 88, in _run_code
131
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
132
+ from timm.data import Mixup
133
+ ModuleNotFoundError: No module named 'timm'
134
+ Traceback (most recent call last):
135
+ File "<frozen runpy>", line 198, in _run_module_as_main
136
+ File "<frozen runpy>", line 88, in _run_code
137
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
138
+ from timm.data import Mixup
139
+ ModuleNotFoundError: No module named 'timm'
140
+ Traceback (most recent call last):
141
+ File "<frozen runpy>", line 198, in _run_module_as_main
142
+ File "<frozen runpy>", line 88, in _run_code
143
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
144
+ from timm.data import Mixup
145
+ ModuleNotFoundError: No module named 'timm'
146
+ Traceback (most recent call last):
147
+ File "<frozen runpy>", line 198, in _run_module_as_main
148
+ File "<frozen runpy>", line 88, in _run_code
149
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
150
+ from timm.data import Mixup
151
+ ModuleNotFoundError: No module named 'timm'
152
+ Traceback (most recent call last):
153
+ File "<frozen runpy>", line 198, in _run_module_as_main
154
+ File "<frozen runpy>", line 88, in _run_code
155
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
156
+ from timm.data import Mixup
157
+ ModuleNotFoundError: No module named 'timm'
158
+ W0713 19:21:44.378000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 289 closing signal SIGTERM
159
+ W0713 19:21:44.378000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 290 closing signal SIGTERM
160
+ W0713 19:21:44.379000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 292 closing signal SIGTERM
161
+ W0713 19:21:44.379000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 293 closing signal SIGTERM
162
+ W0713 19:21:44.379000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 294 closing signal SIGTERM
163
+ W0713 19:21:44.380000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 295 closing signal SIGTERM
164
+ W0713 19:21:44.380000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 296 closing signal SIGTERM
165
+ E0713 19:21:44.444000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 2 (pid: 291) of binary: /usr/local/bin/python
166
+ Traceback (most recent call last):
167
+ File "<frozen runpy>", line 198, in _run_module_as_main
168
+ File "<frozen runpy>", line 88, in _run_code
169
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
170
+ from timm.data import Mixup
171
+ ModuleNotFoundError: No module named 'timm'
172
+ Traceback (most recent call last):
173
+ File "<frozen runpy>", line 198, in _run_module_as_main
174
+ File "<frozen runpy>", line 88, in _run_code
175
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
176
+ from timm.data import Mixup
177
+ ModuleNotFoundError: No module named 'timm'
178
+ Traceback (most recent call last):
179
+ File "<frozen runpy>", line 198, in _run_module_as_main
180
+ File "<frozen runpy>", line 88, in _run_code
181
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
182
+ from timm.data import Mixup
183
+ ModuleNotFoundError: No module named 'timm'
184
+ Traceback (most recent call last):
185
+ File "<frozen runpy>", line 198, in _run_module_as_main
186
+ File "<frozen runpy>", line 88, in _run_code
187
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
188
+ from timm.data import Mixup
189
+ ModuleNotFoundError: No module named 'timm'
190
+ Traceback (most recent call last):
191
+ File "<frozen runpy>", line 198, in _run_module_as_main
192
+ File "<frozen runpy>", line 88, in _run_code
193
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
194
+ from timm.data import Mixup
195
+ ModuleNotFoundError: No module named 'timm'
196
+ Traceback (most recent call last):
197
+ File "<frozen runpy>", line 198, in _run_module_as_main
198
+ File "<frozen runpy>", line 88, in _run_code
199
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
200
+ from timm.data import Mixup
201
+ ModuleNotFoundError: No module named 'timm'
202
+ Traceback (most recent call last):
203
+ File "<frozen runpy>", line 198, in _run_module_as_main
204
+ File "<frozen runpy>", line 88, in _run_code
205
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
206
+ from timm.data import Mixup
207
+ ModuleNotFoundError: No module named 'timm'
208
+ Traceback (most recent call last):
209
+ File "<frozen runpy>", line 198, in _run_module_as_main
210
+ File "<frozen runpy>", line 88, in _run_code
211
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
212
+ from timm.data import Mixup
213
+ ModuleNotFoundError: No module named 'timm'
214
+ W0713 19:21:46.184000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 299 closing signal SIGTERM
215
+ W0713 19:21:46.184000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 301 closing signal SIGTERM
216
+ W0713 19:21:46.184000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 303 closing signal SIGTERM
217
+ W0713 19:21:46.185000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 305 closing signal SIGTERM
218
+ E0713 19:21:46.249000 201 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 0 (pid: 298) of binary: /usr/local/bin/python
219
+ Traceback (most recent call last):
220
+ File "/usr/local/bin/torchrun", line 6, in <module>
221
+ sys.exit(main())
222
+ ^^^^^^
223
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 357, in wrapper
224
+ return f(*args, **kwargs)
225
+ ^^^^^^^^^^^^^^^^^^
226
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 936, in main
227
+ run(args)
228
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 927, in run
229
+ elastic_launch(
230
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 156, in __call__
231
+ return launch_agent(self._config, self._entrypoint, list(args))
232
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
233
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 293, in launch_agent
234
+ raise ChildFailedError(
235
+ torch.distributed.elastic.multiprocessing.errors.ChildFailedError:
236
+ ============================================================
237
+ gmnet.train FAILED
238
+ ------------------------------------------------------------
239
+ Failures:
240
+ [1]:
241
+ time : 2026-07-13_19:21:46
242
+ host : gmnet-e0-s3-s0-worker-0
243
+ rank : 2 (local_rank: 2)
244
+ exitcode : 1 (pid: 300)
245
+ error_file: <N/A>
246
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
247
+ [2]:
248
+ time : 2026-07-13_19:21:46
249
+ host : gmnet-e0-s3-s0-worker-0
250
+ rank : 4 (local_rank: 4)
251
+ exitcode : 1 (pid: 302)
252
+ error_file: <N/A>
253
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
254
+ [3]:
255
+ time : 2026-07-13_19:21:46
256
+ host : gmnet-e0-s3-s0-worker-0
257
+ rank : 6 (local_rank: 6)
258
+ exitcode : 1 (pid: 304)
259
+ error_file: <N/A>
260
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
261
+ ------------------------------------------------------------
262
+ Root Cause (first observed failure):
263
+ [0]:
264
+ time : 2026-07-13_19:21:46
265
+ host : gmnet-e0-s3-s0-worker-0
266
+ rank : 0 (local_rank: 0)
267
+ exitcode : 1 (pid: 298)
268
+ error_file: <N/A>
269
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
270
+ ============================================================
gmnet/runs/e0_s3_seed0/train_attempt_20260713T192337Z_192.log ADDED
@@ -0,0 +1,115 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ W0713 19:23:39.206000 197 site-packages/torch/distributed/run.py:803]
2
+ W0713 19:23:39.206000 197 site-packages/torch/distributed/run.py:803] *****************************************
3
+ W0713 19:23:39.206000 197 site-packages/torch/distributed/run.py:803] 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.
4
+ W0713 19:23:39.206000 197 site-packages/torch/distributed/run.py:803] *****************************************
5
+ Traceback (most recent call last):
6
+ Traceback (most recent call last):
7
+ File "<frozen runpy>", line 198, in _run_module_as_main
8
+ File "<frozen runpy>", line 198, in _run_module_as_main
9
+ File "<frozen runpy>", line 88, in _run_code
10
+ File "<frozen runpy>", line 88, in _run_code
11
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
12
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
13
+ from timm.data import Mixupfrom timm.data import Mixup
14
+
15
+ ModuleNotFoundErrorModuleNotFoundError: : No module named 'timm'No module named 'timm'
16
+
17
+ Traceback (most recent call last):
18
+ File "<frozen runpy>", line 198, in _run_module_as_main
19
+ File "<frozen runpy>", line 88, in _run_code
20
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
21
+ Traceback (most recent call last):
22
+ File "<frozen runpy>", line 198, in _run_module_as_main
23
+ File "<frozen runpy>", line 88, in _run_code
24
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
25
+ from timm.data import Mixup
26
+ ModuleNotFoundError: No module named 'timm'
27
+ from timm.data import Mixup
28
+ ModuleNotFoundError: No module named 'timm'
29
+ Traceback (most recent call last):
30
+ File "<frozen runpy>", line 198, in _run_module_as_main
31
+ File "<frozen runpy>", line 88, in _run_code
32
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
33
+ from timm.data import Mixup
34
+ ModuleNotFoundError: No module named 'timm'
35
+ Traceback (most recent call last):
36
+ File "<frozen runpy>", line 198, in _run_module_as_main
37
+ File "<frozen runpy>", line 88, in _run_code
38
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
39
+ from timm.data import Mixup
40
+ ModuleNotFoundError: No module named 'timm'
41
+ Traceback (most recent call last):
42
+ File "<frozen runpy>", line 198, in _run_module_as_main
43
+ File "<frozen runpy>", line 88, in _run_code
44
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
45
+ from timm.data import Mixup
46
+ ModuleNotFoundError: No module named 'timm'
47
+ Traceback (most recent call last):
48
+ File "<frozen runpy>", line 198, in _run_module_as_main
49
+ File "<frozen runpy>", line 88, in _run_code
50
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
51
+ from timm.data import Mixup
52
+ ModuleNotFoundError: No module named 'timm'
53
+ W0713 19:23:43.703000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 280 closing signal SIGTERM
54
+ W0713 19:23:43.704000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 281 closing signal SIGTERM
55
+ W0713 19:23:43.704000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 282 closing signal SIGTERM
56
+ W0713 19:23:43.704000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 284 closing signal SIGTERM
57
+ W0713 19:23:43.704000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 285 closing signal SIGTERM
58
+ W0713 19:23:43.705000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 286 closing signal SIGTERM
59
+ W0713 19:23:43.705000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 287 closing signal SIGTERM
60
+ E0713 19:23:43.769000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 3 (pid: 283) of binary: /usr/local/bin/python
61
+ Traceback (most recent call last):
62
+ File "<frozen runpy>", line 198, in _run_module_as_main
63
+ File "<frozen runpy>", line 88, in _run_code
64
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
65
+ from timm.data import Mixup
66
+ ModuleNotFoundError: No module named 'timm'
67
+ Traceback (most recent call last):
68
+ File "<frozen runpy>", line 198, in _run_module_as_main
69
+ File "<frozen runpy>", line 88, in _run_code
70
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
71
+ from timm.data import Mixup
72
+ ModuleNotFoundError: No module named 'timm'
73
+ Traceback (most recent call last):
74
+ File "<frozen runpy>", line 198, in _run_module_as_main
75
+ File "<frozen runpy>", line 88, in _run_code
76
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
77
+ from timm.data import Mixup
78
+ ModuleNotFoundError: No module named 'timm'
79
+ Traceback (most recent call last):
80
+ File "<frozen runpy>", line 198, in _run_module_as_main
81
+ File "<frozen runpy>", line 88, in _run_code
82
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
83
+ from timm.data import Mixup
84
+ ModuleNotFoundError: No module named 'timm'
85
+ Traceback (most recent call last):
86
+ File "<frozen runpy>", line 198, in _run_module_as_main
87
+ File "<frozen runpy>", line 88, in _run_code
88
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
89
+ from timm.data import Mixup
90
+ ModuleNotFoundError: No module named 'timm'
91
+ Traceback (most recent call last):
92
+ File "<frozen runpy>", line 198, in _run_module_as_main
93
+ File "<frozen runpy>", line 88, in _run_code
94
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
95
+ from timm.data import Mixup
96
+ ModuleNotFoundError: No module named 'timm'
97
+ Traceback (most recent call last):
98
+ File "<frozen runpy>", line 198, in _run_module_as_main
99
+ File "<frozen runpy>", line 88, in _run_code
100
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
101
+ from timm.data import Mixup
102
+ ModuleNotFoundError: No module named 'timm'
103
+ Traceback (most recent call last):
104
+ File "<frozen runpy>", line 198, in _run_module_as_main
105
+ File "<frozen runpy>", line 88, in _run_code
106
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
107
+ from timm.data import Mixup
108
+ ModuleNotFoundError: No module named 'timm'
109
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110
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112
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63
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84
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85
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86
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87
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88
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89
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90
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95
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96
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO NET/OFI Configuring AWS-specific options
97
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98
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO NET/OFI Running on p4de.24xlarge platform, topology file /opt/amazon/ofi-nccl/share/aws-ofi-nccl/xml/p4de-24xl-topo.xml
99
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100
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106
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107
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108
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109
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110
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111
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO NET/OFI Using CUDA driver version 13000 with runtime 13000
112
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO NET/OFI Configuring AWS-specific options
113
+
114
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:270:338 [2] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):208 NCCL WARN NET/OFI Failed to initialize sendrecv protocol
115
+
116
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:270:338 [2] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):353 NCCL WARN NET/OFI aws-ofi-nccl initialization failed
117
+
118
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:270:338 [2] ncclResult_t nccl_net_ofi_init_v6(ncclDebugLogger_t):162 NCCL WARN NET/OFI Initializing plugin failed
119
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120
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121
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122
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO NET/OFI Using transport protocol SENDRECV (platform set)
123
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126
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127
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128
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129
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130
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131
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132
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133
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134
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135
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142
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144
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145
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146
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147
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+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO NET/OFI Configuring AWS-specific options
153
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO NET/OFI Setting provider_filter to efa
154
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO NET/OFI Running on p4de.24xlarge platform, topology file /opt/amazon/ofi-nccl/share/aws-ofi-nccl/xml/p4de-24xl-topo.xml
155
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO NET/OFI Internode latency set at 75.0 us
156
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO NET/OFI Using transport protocol SENDRECV (platform set)
157
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO NET/OFI Using CUDA driver version 13000 with runtime 13000
158
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO NET/OFI Configuring AWS-specific options
159
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/Plugin: Plugin name set by env to libnccl-net.so
160
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/Plugin: Loaded net plugin Libfabric (v10)
161
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO NET/OFI Setting provider_filter to efa
162
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v10 symbol.
163
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v9 symbol.
164
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v8 symbol.
165
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v7 symbol.
166
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO NET/OFI Running on p4de.24xlarge platform, topology file /opt/amazon/ofi-nccl/share/aws-ofi-nccl/xml/p4de-24xl-topo.xml
167
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v6 symbol.
168
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO Successfully loaded external plugin libnccl-net.so
169
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO NET/OFI Internode latency set at 75.0 us
170
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/OFI Initializing aws-ofi-nccl 1.17.1
171
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO NET/OFI Using transport protocol SENDRECV (platform set)
172
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/OFI Using Libfabric version 2.3
173
+
174
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:268:336 [0] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):208 NCCL WARN NET/OFI Failed to initialize sendrecv protocol
175
+
176
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:268:336 [0] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):353 NCCL WARN NET/OFI aws-ofi-nccl initialization failed
177
+
178
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:268:336 [0] ncclResult_t nccl_net_ofi_init_v6(ncclDebugLogger_t):162 NCCL WARN NET/OFI Initializing plugin failed
179
+
180
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:272:334 [4] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):208 NCCL WARN NET/OFI Failed to initialize sendrecv protocol
181
+
182
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:272:334 [4] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):353 NCCL WARN NET/OFI aws-ofi-nccl initialization failed
183
+
184
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:272:334 [4] ncclResult_t nccl_net_ofi_init_v6(ncclDebugLogger_t):162 NCCL WARN NET/OFI Initializing plugin failed
185
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/OFI Using CUDA driver version 13000 with runtime 13000
186
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/OFI Configuring AWS-specific options
187
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/OFI Setting provider_filter to efa
188
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth
189
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/OFI Running on p4de.24xlarge platform, topology file /opt/amazon/ofi-nccl/share/aws-ofi-nccl/xml/p4de-24xl-topo.xml
190
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/OFI Internode latency set at 75.0 us
191
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/OFI Using transport protocol SENDRECV (platform set)
192
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth
193
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO NET/IB : No device found.
194
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO NET/IB : Using [RO]; OOB eth0:10.200.190.78<0>
195
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth
196
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO NET/Socket : Using [0]eth0:10.200.190.78<0>
197
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Initialized NET plugin Socket
198
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO NET/IB : No device found.
199
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO NET/IB : Using [RO]; OOB eth0:10.200.190.78<0>
200
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth
201
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Assigned NET plugin Socket to comm
202
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Using network Socket
203
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO NET/Socket : Using [0]eth0:10.200.190.78<0>
204
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO Initialized NET plugin Socket
205
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO Assigned NET plugin Socket to comm
206
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO Using network Socket
207
+
208
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:271:339 [3] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):208 NCCL WARN NET/OFI Failed to initialize sendrecv protocol
209
+
210
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:271:339 [3] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):353 NCCL WARN NET/OFI aws-ofi-nccl initialization failed
211
+
212
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:271:339 [3] ncclResult_t nccl_net_ofi_init_v6(ncclDebugLogger_t):162 NCCL WARN NET/OFI Initializing plugin failed
213
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth
214
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO NET/IB : No device found.
215
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO NET/IB : Using [RO]; OOB eth0:10.200.190.78<0>
216
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth
217
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO NET/Socket : Using [0]eth0:10.200.190.78<0>
218
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO Initialized NET plugin Socket
219
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO Assigned NET plugin Socket to comm
220
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO Using network Socket
221
+
222
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:274:335 [6] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):208 NCCL WARN NET/OFI Failed to initialize sendrecv protocol
223
+
224
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:273:337 [5] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):208 NCCL WARN NET/OFI Failed to initialize sendrecv protocol
225
+
226
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:273:337 [5] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):353 NCCL WARN NET/OFI aws-ofi-nccl initialization failed
227
+
228
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:274:335 [6] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):353 NCCL WARN NET/OFI aws-ofi-nccl initialization failed
229
+
230
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:273:337 [5] ncclResult_t nccl_net_ofi_init_v6(ncclDebugLogger_t):162 NCCL WARN NET/OFI Initializing plugin failed
231
+
232
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:274:335 [6] ncclResult_t nccl_net_ofi_init_v6(ncclDebugLogger_t):162 NCCL WARN NET/OFI Initializing plugin failed
233
+
234
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:269:333 [1] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):208 NCCL WARN NET/OFI Failed to initialize sendrecv protocol
235
+
236
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:269:333 [1] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):353 NCCL WARN NET/OFI aws-ofi-nccl initialization failed
237
+
238
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:269:333 [1] ncclResult_t nccl_net_ofi_init_v6(ncclDebugLogger_t):162 NCCL WARN NET/OFI Initializing plugin failed
239
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth
240
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth
241
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO NET/IB : No device found.
242
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO NET/IB : No device found.
243
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO NET/IB : Using [RO]; OOB eth0:10.200.190.78<0>
244
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO NET/IB : Using [RO]; OOB eth0:10.200.190.78<0>
245
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth
246
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth
247
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/Plugin: Plugin name set by env to libnccl-net.so
248
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/Plugin: Loaded net plugin Libfabric (v10)
249
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v10 symbol.
250
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v9 symbol.
251
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v8 symbol.
252
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v7 symbol.
253
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v6 symbol.
254
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO Successfully loaded external plugin libnccl-net.so
255
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/OFI Initializing aws-ofi-nccl 1.17.1
256
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/OFI Using Libfabric version 2.3
257
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO NET/Socket : Using [0]eth0:10.200.190.78<0>
258
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO NET/Socket : Using [0]eth0:10.200.190.78<0>
259
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO Initialized NET plugin Socket
260
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO Initialized NET plugin Socket
261
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO Assigned NET plugin Socket to comm
262
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO Using network Socket
263
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO Assigned NET plugin Socket to comm
264
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO Using network Socket
265
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth
266
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/IB : No device found.
267
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/IB : Using [RO]; OOB eth0:10.200.190.78<0>
268
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth
269
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/Socket : Using [0]eth0:10.200.190.78<0>
270
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO Initialized NET plugin Socket
271
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO Assigned NET plugin Socket to comm
272
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO Using network Socket
273
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/OFI Using CUDA driver version 13000 with runtime 13000
274
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/OFI Configuring AWS-specific options
275
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/OFI Setting provider_filter to efa
276
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/OFI Running on p4de.24xlarge platform, topology file /opt/amazon/ofi-nccl/share/aws-ofi-nccl/xml/p4de-24xl-topo.xml
277
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/OFI Internode latency set at 75.0 us
278
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/OFI Using transport protocol SENDRECV (platform set)
279
+
280
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:275:340 [7] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):208 NCCL WARN NET/OFI Failed to initialize sendrecv protocol
281
+
282
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:275:340 [7] int nccl_net_ofi_create_plugin(nccl_net_ofi_plugin_t**):353 NCCL WARN NET/OFI aws-ofi-nccl initialization failed
283
+
284
+ [2026-07-14 18:04:44] gmnet-e0-s3-s0-worker-0:275:340 [7] ncclResult_t nccl_net_ofi_init_v6(ncclDebugLogger_t):162 NCCL WARN NET/OFI Initializing plugin failed
285
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth
286
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/IB : No device found.
287
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/IB : Using [RO]; OOB eth0:10.200.190.78<0>
288
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth
289
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/Socket : Using [0]eth0:10.200.190.78<0>
290
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO Initialized NET plugin Socket
291
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO Assigned NET plugin Socket to comm
292
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO Using network Socket
293
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO ncclCommInitRankConfig comm 0x56403ebe2170 rank 2 nranks 8 cudaDev 2 nvmlDev 2 busId 201c0 commId 0x1384c75672afdbbf - Init START
294
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO ncclCommInitRankConfig comm 0x55cd0892b240 rank 4 nranks 8 cudaDev 4 nvmlDev 4 busId 901c0 commId 0x1384c75672afdbbf - Init START
295
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO ncclCommInitRankConfig comm 0x565373a575c0 rank 0 nranks 8 cudaDev 0 nvmlDev 0 busId 101c0 commId 0x1384c75672afdbbf - Init START
296
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO ncclCommInitRankConfig comm 0x5609d7328890 rank 1 nranks 8 cudaDev 1 nvmlDev 1 busId 101d0 commId 0x1384c75672afdbbf - Init START
297
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO RAS client listening socket at ::1<28028>
298
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO ncclCommInitRankConfig comm 0x55baf728bf90 rank 3 nranks 8 cudaDev 3 nvmlDev 3 busId 201d0 commId 0x1384c75672afdbbf - Init START
299
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO ncclCommInitRankConfig comm 0x55588fa77dc0 rank 5 nranks 8 cudaDev 5 nvmlDev 5 busId 901d0 commId 0x1384c75672afdbbf - Init START
300
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO RAS client listening socket at ::1<28028>
301
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO ncclCommInitRankConfig comm 0x56085cdf0ea0 rank 6 nranks 8 cudaDev 6 nvmlDev 6 busId a01c0 commId 0x1384c75672afdbbf - Init START
302
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO RAS client listening socket at ::1<28028>
303
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO RAS client listening socket at ::1<28028>
304
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO ncclCommInitRankConfig comm 0x55e649497440 rank 7 nranks 8 cudaDev 7 nvmlDev 7 busId a01d0 commId 0x1384c75672afdbbf - Init START
305
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO RAS client listening socket at ::1<28028>
306
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO RAS client listening socket at ::1<28028>
307
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO RAS client listening socket at ::1<28028>
308
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO RAS client listening socket at ::1<28028>
309
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Bootstrap timings total 0.003040 (create 0.000034, send 0.000071, recv 0.000278, ring 0.000109, delay 0.000001)
310
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO Bootstrap timings total 0.011686 (create 0.000088, send 0.000253, recv 0.009998, ring 0.000955, delay 0.000003)
311
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO Bootstrap timings total 0.002883 (create 0.000035, send 0.000085, recv 0.000146, ring 0.002177, delay 0.000001)
312
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO Bootstrap timings total 0.000693 (create 0.000033, send 0.000072, recv 0.000119, ring 0.000112, delay 0.000001)
313
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO Bootstrap timings total 0.001031 (create 0.000035, send 0.000072, recv 0.000407, ring 0.000150, delay 0.000001)
314
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO Bootstrap timings total 0.001240 (create 0.000034, send 0.000073, recv 0.000250, ring 0.000520, delay 0.000001)
315
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO Bootstrap timings total 0.003092 (create 0.000034, send 0.000065, recv 0.001926, ring 0.000667, delay 0.000001)
316
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO Bootstrap timings total 0.001663 (create 0.000035, send 0.000065, recv 0.000236, ring 0.000884, delay 0.000001)
317
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Setting affinity for GPU 0 to 0-23,48-71
318
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO NVLS multicast support is not available on dev 0 (NVLS_NCHANNELS 0)
319
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO Setting affinity for GPU 7 to 24-47,72-95
320
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO Setting affinity for GPU 1 to 0-23,48-71
321
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO Setting affinity for GPU 2 to 0-23,48-71
322
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NVLS multicast support is not available on dev 1 (NVLS_NCHANNELS 0)
323
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO NVLS multicast support is not available on dev 2 (NVLS_NCHANNELS 0)
324
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NVLS multicast support is not available on dev 7 (NVLS_NCHANNELS 0)
325
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO Setting affinity for GPU 6 to 24-47,72-95
326
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO NVLS multicast support is not available on dev 6 (NVLS_NCHANNELS 0)
327
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO Setting affinity for GPU 5 to 24-47,72-95
328
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO NVLS multicast support is not available on dev 5 (NVLS_NCHANNELS 0)
329
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO Setting affinity for GPU 4 to 24-47,72-95
330
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO NVLS multicast support is not available on dev 4 (NVLS_NCHANNELS 0)
331
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO Setting affinity for GPU 3 to 0-23,48-71
332
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO NVLS multicast support is not available on dev 3 (NVLS_NCHANNELS 0)
333
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO comm 0x55588fa77dc0 rank 5 nRanks 8 nNodes 1 localRanks 8 localRank 5 MNNVL 0
334
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO comm 0x56403ebe2170 rank 2 nRanks 8 nNodes 1 localRanks 8 localRank 2 MNNVL 0
335
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO comm 0x56085cdf0ea0 rank 6 nRanks 8 nNodes 1 localRanks 8 localRank 6 MNNVL 0
336
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO comm 0x55cd0892b240 rank 4 nRanks 8 nNodes 1 localRanks 8 localRank 4 MNNVL 0
337
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO comm 0x5609d7328890 rank 1 nRanks 8 nNodes 1 localRanks 8 localRank 1 MNNVL 0
338
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO comm 0x55baf728bf90 rank 3 nRanks 8 nNodes 1 localRanks 8 localRank 3 MNNVL 0
339
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO comm 0x565373a575c0 rank 0 nRanks 8 nNodes 1 localRanks 8 localRank 0 MNNVL 0
340
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO comm 0x55e649497440 rank 7 nRanks 8 nNodes 1 localRanks 8 localRank 7 MNNVL 0
341
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 00/24 : 0 1 2 3 4 5 6 7
342
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 01/24 : 0 1 2 3 4 5 6 7
343
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 02/24 : 0 1 2 3 4 5 6 7
344
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 03/24 : 0 1 2 3 4 5 6 7
345
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 04/24 : 0 1 2 3 4 5 6 7
346
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO Trees [0] 4/-1/-1->3->2 [1] 4/-1/-1->3->2 [2] 4/-1/-1->3->2 [3] 4/-1/-1->3->2 [4] 4/-1/-1->3->2 [5] 4/-1/-1->3->2 [6] 4/-1/-1->3->2 [7] 4/-1/-1->3->2 [8] 4/-1/-1->3->2 [9] 4/-1/-1->3->2 [10] 4/-1/-1->3->2 [11] 4/-1/-1->3->2 [12] 4/-1/-1->3->2 [13] 4/-1/-1->3->2 [14] 4/-1/-1->3->2 [15] 4/-1/-1->3->2 [16] 4/-1/-1->3->2 [17] 4/-1/-1->3->2 [18] 4/-1/-1->3->2 [19] 4/-1/-1->3->2 [20] 4/-1/-1->3->2 [21] 4/-1/-1->3->2 [22] 4/-1/-1->3->2 [23] 4/-1/-1->3->2
347
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 05/24 : 0 1 2 3 4 5 6 7
348
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO Trees [0] 5/-1/-1->4->3 [1] 5/-1/-1->4->3 [2] 5/-1/-1->4->3 [3] 5/-1/-1->4->3 [4] 5/-1/-1->4->3 [5] 5/-1/-1->4->3 [6] 5/-1/-1->4->3 [7] 5/-1/-1->4->3 [8] 5/-1/-1->4->3 [9] 5/-1/-1->4->3 [10] 5/-1/-1->4->3 [11] 5/-1/-1->4->3 [12] 5/-1/-1->4->3 [13] 5/-1/-1->4->3 [14] 5/-1/-1->4->3 [15] 5/-1/-1->4->3 [16] 5/-1/-1->4->3 [17] 5/-1/-1->4->3 [18] 5/-1/-1->4->3 [19] 5/-1/-1->4->3 [20] 5/-1/-1->4->3 [21] 5/-1/-1->4->3 [22] 5/-1/-1->4->3 [23] 5/-1/-1->4->3
349
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO Trees [0] 3/-1/-1->2->1 [1] 3/-1/-1->2->1 [2] 3/-1/-1->2->1 [3] 3/-1/-1->2->1 [4] 3/-1/-1->2->1 [5] 3/-1/-1->2->1 [6] 3/-1/-1->2->1 [7] 3/-1/-1->2->1 [8] 3/-1/-1->2->1 [9] 3/-1/-1->2->1 [10] 3/-1/-1->2->1 [11] 3/-1/-1->2->1 [12] 3/-1/-1->2->1 [13] 3/-1/-1->2->1 [14] 3/-1/-1->2->1 [15] 3/-1/-1->2->1 [16] 3/-1/-1->2->1 [17] 3/-1/-1->2->1 [18] 3/-1/-1->2->1 [19] 3/-1/-1->2->1 [20] 3/-1/-1->2->1 [21] 3/-1/-1->2->1 [22] 3/-1/-1->2->1 [23] 3/-1/-1->2->1
350
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO Trees [0] 7/-1/-1->6->5 [1] 7/-1/-1->6->5 [2] 7/-1/-1->6->5 [3] 7/-1/-1->6->5 [4] 7/-1/-1->6->5 [5] 7/-1/-1->6->5 [6] 7/-1/-1->6->5 [7] 7/-1/-1->6->5 [8] 7/-1/-1->6->5 [9] 7/-1/-1->6->5 [10] 7/-1/-1->6->5 [11] 7/-1/-1->6->5 [12] 7/-1/-1->6->5 [13] 7/-1/-1->6->5 [14] 7/-1/-1->6->5 [15] 7/-1/-1->6->5 [16] 7/-1/-1->6->5 [17] 7/-1/-1->6->5 [18] 7/-1/-1->6->5 [19] 7/-1/-1->6->5 [20] 7/-1/-1->6->5 [21] 7/-1/-1->6->5 [22] 7/-1/-1->6->5 [23] 7/-1/-1->6->5
351
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 06/24 : 0 1 2 3 4 5 6 7
352
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO Trees [0] 6/-1/-1->5->4 [1] 6/-1/-1->5->4 [2] 6/-1/-1->5->4 [3] 6/-1/-1->5->4 [4] 6/-1/-1->5->4 [5] 6/-1/-1->5->4 [6] 6/-1/-1->5->4 [7] 6/-1/-1->5->4 [8] 6/-1/-1->5->4 [9] 6/-1/-1->5->4 [10] 6/-1/-1->5->4 [11] 6/-1/-1->5->4 [12] 6/-1/-1->5->4 [13] 6/-1/-1->5->4 [14] 6/-1/-1->5->4 [15] 6/-1/-1->5->4 [16] 6/-1/-1->5->4 [17] 6/-1/-1->5->4 [18] 6/-1/-1->5->4 [19] 6/-1/-1->5->4 [20] 6/-1/-1->5->4 [21] 6/-1/-1->5->4 [22] 6/-1/-1->5->4 [23] 6/-1/-1->5->4
353
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO P2P Chunksize set to 524288
354
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 07/24 : 0 1 2 3 4 5 6 7
355
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO P2P Chunksize set to 524288
356
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO Trees [0] 2/-1/-1->1->0 [1] 2/-1/-1->1->0 [2] 2/-1/-1->1->0 [3] 2/-1/-1->1->0 [4] 2/-1/-1->1->0 [5] 2/-1/-1->1->0 [6] 2/-1/-1->1->0 [7] 2/-1/-1->1->0 [8] 2/-1/-1->1->0 [9] 2/-1/-1->1->0 [10] 2/-1/-1->1->0 [11] 2/-1/-1->1->0 [12] 2/-1/-1->1->0 [13] 2/-1/-1->1->0 [14] 2/-1/-1->1->0 [15] 2/-1/-1->1->0 [16] 2/-1/-1->1->0 [17] 2/-1/-1->1->0 [18] 2/-1/-1->1->0 [19] 2/-1/-1->1->0 [20] 2/-1/-1->1->0 [21] 2/-1/-1->1->0 [22] 2/-1/-1->1->0 [23] 2/-1/-1->1->0
357
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO P2P Chunksize set to 524288
358
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO P2P Chunksize set to 524288
359
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO P2P Chunksize set to 524288
360
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 08/24 : 0 1 2 3 4 5 6 7
361
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 09/24 : 0 1 2 3 4 5 6 7
362
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO P2P Chunksize set to 524288
363
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 10/24 : 0 1 2 3 4 5 6 7
364
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 11/24 : 0 1 2 3 4 5 6 7
365
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 12/24 : 0 1 2 3 4 5 6 7
366
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO Trees [0] -1/-1/-1->7->6 [1] -1/-1/-1->7->6 [2] -1/-1/-1->7->6 [3] -1/-1/-1->7->6 [4] -1/-1/-1->7->6 [5] -1/-1/-1->7->6 [6] -1/-1/-1->7->6 [7] -1/-1/-1->7->6 [8] -1/-1/-1->7->6 [9] -1/-1/-1->7->6 [10] -1/-1/-1->7->6 [11] -1/-1/-1->7->6 [12] -1/-1/-1->7->6 [13] -1/-1/-1->7->6 [14] -1/-1/-1->7->6 [15] -1/-1/-1->7->6 [16] -1/-1/-1->7->6 [17] -1/-1/-1->7->6 [18] -1/-1/-1->7->6 [19] -1/-1/-1->7->6 [20] -1/-1/-1->7->6 [21] -1/-1/-1->7->6 [22] -1/-1/-1->7->6 [23] -1/-1/-1->7->6
367
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 13/24 : 0 1 2 3 4 5 6 7
368
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 14/24 : 0 1 2 3 4 5 6 7
369
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO P2P Chunksize set to 524288
370
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 15/24 : 0 1 2 3 4 5 6 7
371
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 16/24 : 0 1 2 3 4 5 6 7
372
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 17/24 : 0 1 2 3 4 5 6 7
373
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 18/24 : 0 1 2 3 4 5 6 7
374
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 19/24 : 0 1 2 3 4 5 6 7
375
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 20/24 : 0 1 2 3 4 5 6 7
376
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 21/24 : 0 1 2 3 4 5 6 7
377
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 22/24 : 0 1 2 3 4 5 6 7
378
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Channel 23/24 : 0 1 2 3 4 5 6 7
379
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Trees [0] 1/-1/-1->0->-1 [1] 1/-1/-1->0->-1 [2] 1/-1/-1->0->-1 [3] 1/-1/-1->0->-1 [4] 1/-1/-1->0->-1 [5] 1/-1/-1->0->-1 [6] 1/-1/-1->0->-1 [7] 1/-1/-1->0->-1 [8] 1/-1/-1->0->-1 [9] 1/-1/-1->0->-1 [10] 1/-1/-1->0->-1 [11] 1/-1/-1->0->-1 [12] 1/-1/-1->0->-1 [13] 1/-1/-1->0->-1 [14] 1/-1/-1->0->-1 [15] 1/-1/-1->0->-1 [16] 1/-1/-1->0->-1 [17] 1/-1/-1->0->-1 [18] 1/-1/-1->0->-1 [19] 1/-1/-1->0->-1 [20] 1/-1/-1->0->-1 [21] 1/-1/-1->0->-1 [22] 1/-1/-1->0->-1 [23] 1/-1/-1->0->-1
380
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO P2P Chunksize set to 524288
381
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so.
382
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so.
383
+ gmnet-e0-s3-s0-worker-0:271:349 [3] NCCL INFO [Proxy Service] Device 3 CPU core 13
384
+ gmnet-e0-s3-s0-worker-0:271:350 [3] NCCL INFO [Proxy Service UDS] Device 3 CPU core 65
385
+ gmnet-e0-s3-s0-worker-0:275:351 [7] NCCL INFO [Proxy Service] Device 7 CPU core 29
386
+ gmnet-e0-s3-s0-worker-0:275:352 [7] NCCL INFO [Proxy Service UDS] Device 7 CPU core 30
387
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so.
388
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so.
389
+ gmnet-e0-s3-s0-worker-0:273:354 [5] NCCL INFO [Proxy Service UDS] Device 5 CPU core 82
390
+ gmnet-e0-s3-s0-worker-0:273:353 [5] NCCL INFO [Proxy Service] Device 5 CPU core 32
391
+ gmnet-e0-s3-s0-worker-0:269:355 [1] NCCL INFO [Proxy Service] Device 1 CPU core 3
392
+ gmnet-e0-s3-s0-worker-0:269:356 [1] NCCL INFO [Proxy Service UDS] Device 1 CPU core 67
393
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so.
394
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so.
395
+ gmnet-e0-s3-s0-worker-0:272:357 [4] NCCL INFO [Proxy Service] Device 4 CPU core 89
396
+ gmnet-e0-s3-s0-worker-0:272:359 [4] NCCL INFO [Proxy Service UDS] Device 4 CPU core 90
397
+ gmnet-e0-s3-s0-worker-0:274:360 [6] NCCL INFO [Proxy Service UDS] Device 6 CPU core 43
398
+ gmnet-e0-s3-s0-worker-0:274:358 [6] NCCL INFO [Proxy Service] Device 6 CPU core 73
399
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so.
400
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0
401
+ gmnet-e0-s3-s0-worker-0:268:361 [0] NCCL INFO [Proxy Service] Device 0 CPU core 22
402
+ gmnet-e0-s3-s0-worker-0:268:362 [0] NCCL INFO [Proxy Service UDS] Device 0 CPU core 6
403
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so.
404
+ gmnet-e0-s3-s0-worker-0:270:363 [2] NCCL INFO [Proxy Service] Device 2 CPU core 64
405
+ gmnet-e0-s3-s0-worker-0:270:364 [2] NCCL INFO [Proxy Service UDS] Device 2 CPU core 69
406
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
407
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
408
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
409
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
410
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
411
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
412
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
413
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
414
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
415
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
416
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
417
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
418
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
419
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
420
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO CC Off, workFifoBytes 1048576
421
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
422
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
423
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so. Using internal tuner plugin.
424
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so. Using internal tuner plugin.
425
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so. Using internal tuner plugin.
426
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so. Using internal tuner plugin.
427
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so. Using internal tuner plugin.
428
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so. Using internal tuner plugin.
429
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so. Using internal tuner plugin.
430
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so. Using internal tuner plugin.
431
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
432
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
433
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
434
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO TUNER/Plugin: Using tuner plugin nccl_ofi_tuner
435
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO TUNER/Plugin: Using tuner plugin nccl_ofi_tuner
436
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO TUNER/Plugin: Using tuner plugin nccl_ofi_tuner
437
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
438
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO TUNER/Plugin: Using tuner plugin nccl_ofi_tuner
439
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
440
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
441
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
442
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
443
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
444
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO TUNER/Plugin: Using tuner plugin nccl_ofi_tuner
445
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
446
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO TUNER/Plugin: Using tuner plugin nccl_ofi_tuner
447
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO TUNER/Plugin: Using tuner plugin nccl_ofi_tuner
448
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO ncclCommInitRankConfig comm 0x55baf728bf90 rank 3 nranks 8 cudaDev 3 nvmlDev 3 busId 201d0 commId 0x1384c75672afdbbf - Init COMPLETE
449
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
450
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
451
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
452
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO ncclCommInitRankConfig comm 0x55588fa77dc0 rank 5 nranks 8 cudaDev 5 nvmlDev 5 busId 901d0 commId 0x1384c75672afdbbf - Init COMPLETE
453
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
454
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO ncclCommInitRankConfig comm 0x55cd0892b240 rank 4 nranks 8 cudaDev 4 nvmlDev 4 busId 901c0 commId 0x1384c75672afdbbf - Init COMPLETE
455
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO ncclCommInitRankConfig comm 0x565373a575c0 rank 0 nranks 8 cudaDev 0 nvmlDev 0 busId 101c0 commId 0x1384c75672afdbbf - Init COMPLETE
456
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO ncclCommInitRankConfig comm 0x55e649497440 rank 7 nranks 8 cudaDev 7 nvmlDev 7 busId a01d0 commId 0x1384c75672afdbbf - Init COMPLETE
457
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO TUNER/Plugin: Using tuner plugin nccl_ofi_tuner
458
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
459
+ gmnet-e0-s3-s0-worker-0:272:334 [4] NCCL INFO Init timings - ncclCommInitRankConfig: rank 4 nranks 8 total 0.52 (kernels 0.18, alloc 0.22, bootstrap 0.00, allgathers 0.00, topo 0.04, graphs 0.00, connections 0.06, rest 0.02)
460
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO ncclCommInitRankConfig comm 0x56403ebe2170 rank 2 nranks 8 cudaDev 2 nvmlDev 2 busId 201c0 commId 0x1384c75672afdbbf - Init COMPLETE
461
+ gmnet-e0-s3-s0-worker-0:271:339 [3] NCCL INFO Init timings - ncclCommInitRankConfig: rank 3 nranks 8 total 0.52 (kernels 0.18, alloc 0.22, bootstrap 0.00, allgathers 0.00, topo 0.04, graphs 0.00, connections 0.06, rest 0.03)
462
+ gmnet-e0-s3-s0-worker-0:273:337 [5] NCCL INFO Init timings - ncclCommInitRankConfig: rank 5 nranks 8 total 0.52 (kernels 0.18, alloc 0.22, bootstrap 0.00, allgathers 0.00, topo 0.04, graphs 0.00, connections 0.06, rest 0.02)
463
+ gmnet-e0-s3-s0-worker-0:268:336 [0] NCCL INFO Init timings - ncclCommInitRankConfig: rank 0 nranks 8 total 0.52 (kernels 0.18, alloc 0.22, bootstrap 0.00, allgathers 0.00, topo 0.03, graphs 0.00, connections 0.06, rest 0.02)
464
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO ncclCommInitRankConfig comm 0x56085cdf0ea0 rank 6 nranks 8 cudaDev 6 nvmlDev 6 busId a01c0 commId 0x1384c75672afdbbf - Init COMPLETE
465
+ gmnet-e0-s3-s0-worker-0:275:340 [7] NCCL INFO Init timings - ncclCommInitRankConfig: rank 7 nranks 8 total 0.52 (kernels 0.18, alloc 0.21, bootstrap 0.00, allgathers 0.00, topo 0.04, graphs 0.00, connections 0.06, rest 0.02)
466
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
467
+ gmnet-e0-s3-s0-worker-0:270:338 [2] NCCL INFO Init timings - ncclCommInitRankConfig: rank 2 nranks 8 total 0.52 (kernels 0.17, alloc 0.21, bootstrap 0.01, allgathers 0.00, topo 0.04, graphs 0.00, connections 0.06, rest 0.03)
468
+ gmnet-e0-s3-s0-worker-0:274:335 [6] NCCL INFO Init timings - ncclCommInitRankConfig: rank 6 nranks 8 total 0.52 (kernels 0.18, alloc 0.22, bootstrap 0.00, allgathers 0.00, topo 0.04, graphs 0.00, connections 0.06, rest 0.03)
469
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO ncclCommInitRankConfig comm 0x5609d7328890 rank 1 nranks 8 cudaDev 1 nvmlDev 1 busId 101d0 commId 0x1384c75672afdbbf - Init COMPLETE
470
+ gmnet-e0-s3-s0-worker-0:269:333 [1] NCCL INFO Init timings - ncclCommInitRankConfig: rank 1 nranks 8 total 0.52 (kernels 0.18, alloc 0.22, bootstrap 0.00, allgathers 0.00, topo 0.04, graphs 0.00, connections 0.06, rest 0.03)
471
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 00/0 : 5[5] -> 6[6] via P2P/CUMEM/read
472
+ gmnet-e0-s3-s0-worker-0:269:366 [1] NCCL INFO Channel 00/0 : 1[1] -> 2[2] via P2P/CUMEM/read
473
+ gmnet-e0-s3-s0-worker-0:268:365 [0] NCCL INFO Channel 00/0 : 0[0] -> 1[1] via P2P/CUMEM/read
474
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 01/0 : 5[5] -> 6[6] via P2P/CUMEM/read
475
+ gmnet-e0-s3-s0-worker-0:270:368 [2] NCCL INFO Channel 00/0 : 2[2] -> 3[3] via P2P/CUMEM/read
476
+ gmnet-e0-s3-s0-worker-0:271:372 [3] NCCL INFO Channel 00/0 : 3[3] -> 4[4] via P2P/CUMEM/read
477
+ gmnet-e0-s3-s0-worker-0:268:365 [0] NCCL INFO Channel 01/0 : 0[0] -> 1[1] via P2P/CUMEM/read
478
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 02/0 : 5[5] -> 6[6] via P2P/CUMEM/read
479
+ gmnet-e0-s3-s0-worker-0:270:368 [2] NCCL INFO Channel 01/0 : 2[2] -> 3[3] via P2P/CUMEM/read
480
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 03/0 : 5[5] -> 6[6] via P2P/CUMEM/read
481
+ gmnet-e0-s3-s0-worker-0:269:366 [1] NCCL INFO Channel 01/0 : 1[1] -> 2[2] via P2P/CUMEM/read
482
+ gmnet-e0-s3-s0-worker-0:268:365 [0] NCCL INFO Channel 02/0 : 0[0] -> 1[1] via P2P/CUMEM/read
483
+ gmnet-e0-s3-s0-worker-0:270:368 [2] NCCL INFO Channel 02/0 : 2[2] -> 3[3] via P2P/CUMEM/read
484
+ gmnet-e0-s3-s0-worker-0:268:365 [0] NCCL INFO Channel 03/0 : 0[0] -> 1[1] via P2P/CUMEM/read
485
+ gmnet-e0-s3-s0-worker-0:271:372 [3] NCCL INFO Channel 01/0 : 3[3] -> 4[4] via P2P/CUMEM/read
486
+ gmnet-e0-s3-s0-worker-0:269:366 [1] NCCL INFO Channel 02/0 : 1[1] -> 2[2] via P2P/CUMEM/read
487
+ gmnet-e0-s3-s0-worker-0:270:368 [2] NCCL INFO Channel 03/0 : 2[2] -> 3[3] via P2P/CUMEM/read
488
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 04/0 : 5[5] -> 6[6] via P2P/CUMEM/read
489
+ gmnet-e0-s3-s0-worker-0:274:370 [6] NCCL INFO Channel 00/0 : 6[6] -> 7[7] via P2P/CUMEM/read
490
+ gmnet-e0-s3-s0-worker-0:269:366 [1] NCCL INFO Channel 03/0 : 1[1] -> 2[2] via P2P/CUMEM/read
491
+ gmnet-e0-s3-s0-worker-0:270:368 [2] NCCL INFO Channel 04/0 : 2[2] -> 3[3] via P2P/CUMEM/read
492
+ gmnet-e0-s3-s0-worker-0:271:372 [3] NCCL INFO Channel 02/0 : 3[3] -> 4[4] via P2P/CUMEM/read
493
+ gmnet-e0-s3-s0-worker-0:271:372 [3] NCCL INFO Channel 03/0 : 3[3] -> 4[4] via P2P/CUMEM/read
494
+ gmnet-e0-s3-s0-worker-0:274:370 [6] NCCL INFO Channel 01/0 : 6[6] -> 7[7] via P2P/CUMEM/read
495
+ gmnet-e0-s3-s0-worker-0:268:365 [0] NCCL INFO Channel 04/0 : 0[0] -> 1[1] via P2P/CUMEM/read
496
+ gmnet-e0-s3-s0-worker-0:275:369 [7] NCCL INFO Channel 00/0 : 7[7] -> 0[0] via P2P/CUMEM/read
497
+ gmnet-e0-s3-s0-worker-0:269:366 [1] NCCL INFO Channel 04/0 : 1[1] -> 2[2] via P2P/CUMEM/read
498
+ gmnet-e0-s3-s0-worker-0:270:368 [2] NCCL INFO Channel 05/0 : 2[2] -> 3[3] via P2P/CUMEM/read
499
+ gmnet-e0-s3-s0-worker-0:270:368 [2] NCCL INFO Channel 06/0 : 2[2] -> 3[3] via P2P/CUMEM/read
500
+ gmnet-e0-s3-s0-worker-0:275:369 [7] NCCL INFO Channel 01/0 : 7[7] -> 0[0] via P2P/CUMEM/read
501
+ gmnet-e0-s3-s0-worker-0:268:365 [0] NCCL INFO Channel 05/0 : 0[0] -> 1[1] via P2P/CUMEM/read
502
+ gmnet-e0-s3-s0-worker-0:274:370 [6] NCCL INFO Channel 02/0 : 6[6] -> 7[7] via P2P/CUMEM/read
503
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 05/0 : 5[5] -> 6[6] via P2P/CUMEM/read
504
+ gmnet-e0-s3-s0-worker-0:269:366 [1] NCCL INFO Channel 05/0 : 1[1] -> 2[2] via P2P/CUMEM/read
505
+ gmnet-e0-s3-s0-worker-0:272:371 [4] NCCL INFO Channel 00/0 : 4[4] -> 5[5] via P2P/CUMEM/read
506
+ gmnet-e0-s3-s0-worker-0:271:372 [3] NCCL INFO Channel 04/0 : 3[3] -> 4[4] via P2P/CUMEM/read
507
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 06/0 : 5[5] -> 6[6] via P2P/CUMEM/read
508
+ gmnet-e0-s3-s0-worker-0:274:370 [6] NCCL INFO Channel 03/0 : 6[6] -> 7[7] via P2P/CUMEM/read
509
+ gmnet-e0-s3-s0-worker-0:269:366 [1] NCCL INFO Channel 06/0 : 1[1] -> 2[2] via P2P/CUMEM/read
510
+ gmnet-e0-s3-s0-worker-0:268:365 [0] NCCL INFO Channel 06/0 : 0[0] -> 1[1] via P2P/CUMEM/read
511
+ gmnet-e0-s3-s0-worker-0:268:365 [0] NCCL INFO Channel 07/0 : 0[0] -> 1[1] via P2P/CUMEM/read
512
+ gmnet-e0-s3-s0-worker-0:275:369 [7] NCCL INFO Channel 02/0 : 7[7] -> 0[0] via P2P/CUMEM/read
513
+ gmnet-e0-s3-s0-worker-0:269:366 [1] NCCL INFO Channel 07/0 : 1[1] -> 2[2] via P2P/CUMEM/read
514
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 07/0 : 5[5] -> 6[6] via P2P/CUMEM/read
515
+ gmnet-e0-s3-s0-worker-0:274:370 [6] NCCL INFO Channel 04/0 : 6[6] -> 7[7] via P2P/CUMEM/read
516
+ gmnet-e0-s3-s0-worker-0:271:372 [3] NCCL INFO Channel 05/0 : 3[3] -> 4[4] via P2P/CUMEM/read
517
+ gmnet-e0-s3-s0-worker-0:270:368 [2] NCCL INFO Channel 07/0 : 2[2] -> 3[3] via P2P/CUMEM/read
518
+ gmnet-e0-s3-s0-worker-0:271:372 [3] NCCL INFO Channel 06/0 : 3[3] -> 4[4] via P2P/CUMEM/read
519
+ gmnet-e0-s3-s0-worker-0:268:365 [0] NCCL INFO Channel 08/0 : 0[0] -> 1[1] via P2P/CUMEM/read
520
+ gmnet-e0-s3-s0-worker-0:274:370 [6] NCCL INFO Channel 05/0 : 6[6] -> 7[7] via P2P/CUMEM/read
521
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 08/0 : 5[5] -> 6[6] via P2P/CUMEM/read
522
+ gmnet-e0-s3-s0-worker-0:270:368 [2] NCCL INFO Channel 08/0 : 2[2] -> 3[3] via P2P/CUMEM/read
523
+ gmnet-e0-s3-s0-worker-0:272:371 [4] NCCL INFO Channel 01/0 : 4[4] -> 5[5] via P2P/CUMEM/read
524
+ gmnet-e0-s3-s0-worker-0:275:369 [7] NCCL INFO Channel 03/0 : 7[7] -> 0[0] via P2P/CUMEM/read
525
+ gmnet-e0-s3-s0-worker-0:268:365 [0] NCCL INFO Channel 09/0 : 0[0] -> 1[1] via P2P/CUMEM/read
526
+ gmnet-e0-s3-s0-worker-0:272:371 [4] NCCL INFO Channel 02/0 : 4[4] -> 5[5] via P2P/CUMEM/read
527
+ gmnet-e0-s3-s0-worker-0:270:368 [2] NCCL INFO Channel 09/0 : 2[2] -> 3[3] via P2P/CUMEM/read
528
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 09/0 : 5[5] -> 6[6] via P2P/CUMEM/read
529
+ gmnet-e0-s3-s0-worker-0:269:366 [1] NCCL INFO Channel 08/0 : 1[1] -> 2[2] via P2P/CUMEM/read
530
+ gmnet-e0-s3-s0-worker-0:274:370 [6] NCCL INFO Channel 06/0 : 6[6] -> 7[7] via P2P/CUMEM/read
531
+ gmnet-e0-s3-s0-worker-0:271:372 [3] NCCL INFO Channel 07/0 : 3[3] -> 4[4] via P2P/CUMEM/read
532
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 10/0 : 5[5] -> 6[6] via P2P/CUMEM/read
533
+ gmnet-e0-s3-s0-worker-0:274:370 [6] NCCL INFO Channel 07/0 : 6[6] -> 7[7] via P2P/CUMEM/read
534
+ gmnet-e0-s3-s0-worker-0:269:366 [1] NCCL INFO Channel 09/0 : 1[1] -> 2[2] via P2P/CUMEM/read
535
+ gmnet-e0-s3-s0-worker-0:275:369 [7] NCCL INFO Channel 04/0 : 7[7] -> 0[0] via P2P/CUMEM/read
536
+ gmnet-e0-s3-s0-worker-0:270:368 [2] NCCL INFO Channel 10/0 : 2[2] -> 3[3] via P2P/CUMEM/read
537
+ gmnet-e0-s3-s0-worker-0:270:368 [2] NCCL INFO Channel 11/0 : 2[2] -> 3[3] via P2P/CUMEM/read
538
+ gmnet-e0-s3-s0-worker-0:268:365 [0] NCCL INFO Channel 10/0 : 0[0] -> 1[1] via P2P/CUMEM/read
539
+ gmnet-e0-s3-s0-worker-0:269:366 [1] NCCL INFO Channel 10/0 : 1[1] -> 2[2] via P2P/CUMEM/read
540
+ gmnet-e0-s3-s0-worker-0:275:369 [7] NCCL INFO Channel 05/0 : 7[7] -> 0[0] via P2P/CUMEM/read
541
+ gmnet-e0-s3-s0-worker-0:271:372 [3] NCCL INFO Channel 08/0 : 3[3] -> 4[4] via P2P/CUMEM/read
542
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 11/0 : 5[5] -> 6[6] via P2P/CUMEM/read
543
+ gmnet-e0-s3-s0-worker-0:274:370 [6] NCCL INFO Channel 08/0 : 6[6] -> 7[7] via P2P/CUMEM/read
544
+ gmnet-e0-s3-s0-worker-0:272:371 [4] NCCL INFO Channel 03/0 : 4[4] -> 5[5] via P2P/CUMEM/read
545
+ gmnet-e0-s3-s0-worker-0:270:368 [2] NCCL INFO Channel 12/0 : 2[2] -> 3[3] via P2P/CUMEM/read
546
+ gmnet-e0-s3-s0-worker-0:272:371 [4] NCCL INFO Channel 04/0 : 4[4] -> 5[5] via P2P/CUMEM/read
547
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 12/0 : 5[5] -> 6[6] via P2P/CUMEM/read
548
+ gmnet-e0-s3-s0-worker-0:274:370 [6] NCCL INFO Channel 09/0 : 6[6] -> 7[7] via P2P/CUMEM/read
549
+ gmnet-e0-s3-s0-worker-0:269:366 [1] NCCL INFO Channel 11/0 : 1[1] -> 2[2] via P2P/CUMEM/read
550
+ gmnet-e0-s3-s0-worker-0:271:372 [3] NCCL INFO Channel 09/0 : 3[3] -> 4[4] via P2P/CUMEM/read
551
+ gmnet-e0-s3-s0-worker-0:275:369 [7] NCCL INFO Channel 06/0 : 7[7] -> 0[0] via P2P/CUMEM/read
552
+ gmnet-e0-s3-s0-worker-0:268:365 [0] NCCL INFO Channel 11/0 : 0[0] -> 1[1] via P2P/CUMEM/read
553
+ gmnet-e0-s3-s0-worker-0:268:365 [0] NCCL INFO Channel 12/0 : 0[0] -> 1[1] via P2P/CUMEM/read
554
+ gmnet-e0-s3-s0-worker-0:275:369 [7] NCCL INFO Channel 07/0 : 7[7] -> 0[0] via P2P/CUMEM/read
555
+ gmnet-e0-s3-s0-worker-0:268:365 [0] NCCL INFO Channel 13/0 : 0[0] -> 1[1] via P2P/CUMEM/read
556
+ gmnet-e0-s3-s0-worker-0:271:372 [3] NCCL INFO Channel 10/0 : 3[3] -> 4[4] via P2P/CUMEM/read
557
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 13/0 : 5[5] -> 6[6] via P2P/CUMEM/read
558
+ gmnet-e0-s3-s0-worker-0:274:370 [6] NCCL INFO Channel 10/0 : 6[6] -> 7[7] via P2P/CUMEM/read
559
+ gmnet-e0-s3-s0-worker-0:270:368 [2] NCCL INFO Channel 13/0 : 2[2] -> 3[3] via P2P/CUMEM/read
560
+ gmnet-e0-s3-s0-worker-0:272:371 [4] NCCL INFO Channel 05/0 : 4[4] -> 5[5] via P2P/CUMEM/read
561
+ gmnet-e0-s3-s0-worker-0:269:366 [1] NCCL INFO Channel 12/0 : 1[1] -> 2[2] via P2P/CUMEM/read
562
+ gmnet-e0-s3-s0-worker-0:273:367 [5] NCCL INFO Channel 14/0 : 5[5] -> 6[6] via P2P/CUMEM/read
563
+ gmnet-e0-s3-s0-worker-0:271:372 [3] NCCL INFO Channel 11/0 : 3[3] -> 4[4] via P2P/CUMEM/read
564
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+ cutmix_alpha: 0.4
67
+ prob: 1.0
68
+ switch_prob: 0.5
69
+ mode: batch
70
+ train:
71
+ epochs: 300
72
+ label_smoothing: 0.1
73
+ channels_last: false
74
+ dist_bn: reduce
75
+ deterministic: false
76
+ compile: false
77
+ clip_grad: 0.0
78
+ log_interval: 50
79
+ eval_interval: 300
80
+ fail_on_nonfinite: true
81
+ strict_resume: true
82
+ official_validation_policy: final_epoch_only
83
+ save_best_checkpoint: false
84
+ amp:
85
+ enabled: false
86
+ dtype: bfloat16
87
+ wandb:
88
+ enabled: true
89
+ project: gmnet-journal
90
+ experiment_id: E3-G-relu-S3
91
+ runtime:
92
+ run_name: e3_s3_relu_seed0
93
+ seed: 0
94
+ world_size: 8
95
+ data_root: /tmp/gmnet_data/imagenet-1k
96
+ data_manifest_sha256: bb70bc9f530db6bb24f70e648624b35281bfbc76a57775d589a2e0209dd98661
97
+ config_fingerprint: 28d507e96e48bcd59caa25313e30de4e168c74187526d3c523cabf751d3aab17
98
+ torch: 2.9.0+cu130
99
+ cuda: '13.0'
gmnet/runs/e3_s3_relu_seed0/config_source.yaml ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ base: ../base/imagenet_paper.yaml
2
+ experiment_id: E3-G-relu-S3
3
+ model:
4
+ variant: s3
5
+ gate_type: relu_self
gmnet/runs/e3_s3_relu_seed0/data_manifest.json ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "class_to_idx_sha256": "2312848f9b87eb0d5afd5c3cd09fc3191dadfb5948dc7912639683c2bc5e5f1f",
3
+ "dataset": "imagenet",
4
+ "manifest_sha256": "bb70bc9f530db6bb24f70e648624b35281bfbc76a57775d589a2e0209dd98661",
5
+ "num_classes": 1000,
6
+ "sample_fingerprint_kind": "relative_path_and_target_plus_sampled_raw_file_bytes",
7
+ "sample_index_sha256": {
8
+ "train": "e74104e28ef79fff114e729e81d050a7b4f0c294c4d82345bad13c320d7255b2",
9
+ "val": "5ed16b5cd3ebd64e90cd7a8380b4e19d4c0d82eedcca3489dfa29313ce88d6f6"
10
+ },
11
+ "sampled_content_policy": "first_sample_per_class_up_to_1000",
12
+ "sampled_content_samples": {
13
+ "train": 1000,
14
+ "val": 1000
15
+ },
16
+ "sampled_content_sha256": {
17
+ "train": "dea27b5dbcb5f110ed47c075d473ebd0f6aefc446b45ab1e62d8246f2a153798",
18
+ "val": "d80a57419bc9396df7c01e29a2b17698c02c3a9a68dc4006a1fe87ef129ed166"
19
+ },
20
+ "samples": {
21
+ "train": 1281167,
22
+ "val": 50000
23
+ },
24
+ "schema_version": 2,
25
+ "splits": {
26
+ "train": "train",
27
+ "val": "val"
28
+ }
29
+ }
gmnet/runs/e3_s3_relu_seed0/metrics.jsonl ADDED
The diff for this file is too large to render. See raw diff
 
gmnet/runs/e3_s3_relu_seed0/train_attempt_20260713T191806Z_183.log ADDED
@@ -0,0 +1,253 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ W0713 19:18:08.151000 188 site-packages/torch/distributed/run.py:803]
2
+ W0713 19:18:08.151000 188 site-packages/torch/distributed/run.py:803] *****************************************
3
+ W0713 19:18:08.151000 188 site-packages/torch/distributed/run.py:803] 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.
4
+ W0713 19:18:08.151000 188 site-packages/torch/distributed/run.py:803] *****************************************
5
+ Traceback (most recent call last):
6
+ Traceback (most recent call last):
7
+ Traceback (most recent call last):
8
+ File "<frozen runpy>", line 198, in _run_module_as_main
9
+ File "<frozen runpy>", line 198, in _run_module_as_main
10
+ File "<frozen runpy>", line 198, in _run_module_as_main
11
+ File "<frozen runpy>", line 88, in _run_code
12
+ File "<frozen runpy>", line 88, in _run_code
13
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
14
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
15
+ File "<frozen runpy>", line 88, in _run_code
16
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
17
+ Traceback (most recent call last):
18
+ File "<frozen runpy>", line 198, in _run_module_as_main
19
+ File "<frozen runpy>", line 88, in _run_code
20
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
21
+ Traceback (most recent call last):
22
+ File "<frozen runpy>", line 198, in _run_module_as_main
23
+ File "<frozen runpy>", line 88, in _run_code
24
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
25
+ from timm.data import Mixup
26
+ from timm.data import Mixupfrom timm.data import Mixup
27
+ ModuleNotFoundError
28
+ from timm.data import Mixup: No module named 'timm'
29
+
30
+ ModuleNotFoundErrorModuleNotFoundError: : No module named 'timm'No module named 'timm'
31
+
32
+ ModuleNotFoundError: No module named 'timm'
33
+ from timm.data import Mixup
34
+ ModuleNotFoundError: No module named 'timm'
35
+ Traceback (most recent call last):
36
+ File "<frozen runpy>", line 198, in _run_module_as_main
37
+ File "<frozen runpy>", line 88, in _run_code
38
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
39
+ Traceback (most recent call last):
40
+ from timm.data import Mixup
41
+ File "<frozen runpy>", line 198, in _run_module_as_main
42
+ File "<frozen runpy>", line 88, in _run_code
43
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
44
+ ModuleNotFoundError: No module named 'timm'
45
+ Traceback (most recent call last):
46
+ File "<frozen runpy>", line 198, in _run_module_as_main
47
+ File "<frozen runpy>", line 88, in _run_code
48
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
49
+ from timm.data import Mixup
50
+ ModuleNotFoundError: No module named 'timm'
51
+ from timm.data import Mixup
52
+ ModuleNotFoundError: No module named 'timm'
53
+ E0713 19:18:12.580000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 0 (pid: 258) of binary: /usr/local/bin/python
54
+ Traceback (most recent call last):
55
+ File "<frozen runpy>", line 198, in _run_module_as_main
56
+ File "<frozen runpy>", line 88, in _run_code
57
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
58
+ from timm.data import Mixup
59
+ ModuleNotFoundError: No module named 'timm'
60
+ Traceback (most recent call last):
61
+ Traceback (most recent call last):
62
+ File "<frozen runpy>", line 198, in _run_module_as_main
63
+ File "<frozen runpy>", line 198, in _run_module_as_main
64
+ File "<frozen runpy>", line 88, in _run_code
65
+ File "<frozen runpy>", line 88, in _run_code
66
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
67
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
68
+ from timm.data import Mixup
69
+ from timm.data import Mixup
70
+ ModuleNotFoundError: No module named 'timm'ModuleNotFoundError
71
+ : No module named 'timm'
72
+ Traceback (most recent call last):
73
+ File "<frozen runpy>", line 198, in _run_module_as_main
74
+ File "<frozen runpy>", line 88, in _run_code
75
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
76
+ from timm.data import Mixup
77
+ ModuleNotFoundError: No module named 'timm'
78
+ Traceback (most recent call last):
79
+ File "<frozen runpy>", line 198, in _run_module_as_main
80
+ File "<frozen runpy>", line 88, in _run_code
81
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
82
+ from timm.data import Mixup
83
+ ModuleNotFoundError: No module named 'timm'
84
+ Traceback (most recent call last):
85
+ File "<frozen runpy>", line 198, in _run_module_as_main
86
+ File "<frozen runpy>", line 88, in _run_code
87
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
88
+ from timm.data import Mixup
89
+ ModuleNotFoundError: No module named 'timm'
90
+ Traceback (most recent call last):
91
+ File "<frozen runpy>", line 198, in _run_module_as_main
92
+ File "<frozen runpy>", line 88, in _run_code
93
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
94
+ from timm.data import Mixup
95
+ ModuleNotFoundError: No module named 'timm'
96
+ Traceback (most recent call last):
97
+ File "<frozen runpy>", line 198, in _run_module_as_main
98
+ File "<frozen runpy>", line 88, in _run_code
99
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
100
+ from timm.data import Mixup
101
+ ModuleNotFoundError: No module named 'timm'
102
+ W0713 19:18:14.258000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 267 closing signal SIGTERM
103
+ W0713 19:18:14.258000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 268 closing signal SIGTERM
104
+ W0713 19:18:14.258000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 269 closing signal SIGTERM
105
+ W0713 19:18:14.259000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 270 closing signal SIGTERM
106
+ W0713 19:18:14.259000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 271 closing signal SIGTERM
107
+ W0713 19:18:14.259000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 273 closing signal SIGTERM
108
+ W0713 19:18:14.260000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 274 closing signal SIGTERM
109
+ E0713 19:18:14.324000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 5 (pid: 272) of binary: /usr/local/bin/python
110
+ Traceback (most recent call last):
111
+ File "<frozen runpy>", line 198, in _run_module_as_main
112
+ File "<frozen runpy>", line 88, in _run_code
113
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
114
+ from timm.data import Mixup
115
+ ModuleNotFoundError: No module named 'timm'
116
+ Traceback (most recent call last):
117
+ File "<frozen runpy>", line 198, in _run_module_as_main
118
+ File "<frozen runpy>", line 88, in _run_code
119
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
120
+ from timm.data import Mixup
121
+ ModuleNotFoundError: No module named 'timm'
122
+ Traceback (most recent call last):
123
+ File "<frozen runpy>", line 198, in _run_module_as_main
124
+ File "<frozen runpy>", line 88, in _run_code
125
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
126
+ from timm.data import Mixup
127
+ ModuleNotFoundError: No module named 'timm'
128
+ Traceback (most recent call last):
129
+ File "<frozen runpy>", line 198, in _run_module_as_main
130
+ File "<frozen runpy>", line 88, in _run_code
131
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
132
+ from timm.data import Mixup
133
+ ModuleNotFoundError: No module named 'timm'
134
+ Traceback (most recent call last):
135
+ File "<frozen runpy>", line 198, in _run_module_as_main
136
+ File "<frozen runpy>", line 88, in _run_code
137
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
138
+ from timm.data import Mixup
139
+ ModuleNotFoundError: No module named 'timm'
140
+ Traceback (most recent call last):
141
+ File "<frozen runpy>", line 198, in _run_module_as_main
142
+ File "<frozen runpy>", line 88, in _run_code
143
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
144
+ from timm.data import Mixup
145
+ ModuleNotFoundError: No module named 'timm'
146
+ Traceback (most recent call last):
147
+ File "<frozen runpy>", line 198, in _run_module_as_main
148
+ File "<frozen runpy>", line 88, in _run_code
149
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
150
+ from timm.data import Mixup
151
+ ModuleNotFoundError: No module named 'timm'
152
+ Traceback (most recent call last):
153
+ File "<frozen runpy>", line 198, in _run_module_as_main
154
+ File "<frozen runpy>", line 88, in _run_code
155
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
156
+ from timm.data import Mixup
157
+ ModuleNotFoundError: No module named 'timm'
158
+ W0713 19:18:16.060000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 277 closing signal SIGTERM
159
+ W0713 19:18:16.061000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 278 closing signal SIGTERM
160
+ W0713 19:18:16.061000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 279 closing signal SIGTERM
161
+ W0713 19:18:16.061000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 280 closing signal SIGTERM
162
+ W0713 19:18:16.062000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 281 closing signal SIGTERM
163
+ W0713 19:18:16.062000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 282 closing signal SIGTERM
164
+ W0713 19:18:16.062000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 283 closing signal SIGTERM
165
+ E0713 19:18:16.126000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 0 (pid: 276) of binary: /usr/local/bin/python
166
+ Traceback (most recent call last):
167
+ File "<frozen runpy>", line 198, in _run_module_as_main
168
+ File "<frozen runpy>", line 88, in _run_code
169
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
170
+ from timm.data import Mixup
171
+ ModuleNotFoundError: No module named 'timm'
172
+ Traceback (most recent call last):
173
+ File "<frozen runpy>", line 198, in _run_module_as_main
174
+ Traceback (most recent call last):
175
+ File "<frozen runpy>", line 88, in _run_code
176
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
177
+ File "<frozen runpy>", line 198, in _run_module_as_main
178
+ File "<frozen runpy>", line 88, in _run_code
179
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
180
+ from timm.data import Mixup
181
+ from timm.data import Mixup
182
+ ModuleNotFoundError: No module named 'timm'
183
+ ModuleNotFoundError: No module named 'timm'
184
+ Traceback (most recent call last):
185
+ File "<frozen runpy>", line 198, in _run_module_as_main
186
+ File "<frozen runpy>", line 88, in _run_code
187
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
188
+ from timm.data import Mixup
189
+ ModuleNotFoundError: No module named 'timm'
190
+ Traceback (most recent call last):
191
+ File "<frozen runpy>", line 198, in _run_module_as_main
192
+ File "<frozen runpy>", line 88, in _run_code
193
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
194
+ from timm.data import Mixup
195
+ ModuleNotFoundError: No module named 'timm'
196
+ Traceback (most recent call last):
197
+ File "<frozen runpy>", line 198, in _run_module_as_main
198
+ File "<frozen runpy>", line 88, in _run_code
199
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
200
+ from timm.data import Mixup
201
+ ModuleNotFoundError: No module named 'timm'
202
+ Traceback (most recent call last):
203
+ File "<frozen runpy>", line 198, in _run_module_as_main
204
+ File "<frozen runpy>", line 88, in _run_code
205
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
206
+ from timm.data import Mixup
207
+ ModuleNotFoundError: No module named 'timm'
208
+ Traceback (most recent call last):
209
+ File "<frozen runpy>", line 198, in _run_module_as_main
210
+ File "<frozen runpy>", line 88, in _run_code
211
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
212
+ from timm.data import Mixup
213
+ ModuleNotFoundError: No module named 'timm'
214
+ W0713 19:18:17.864000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 298 closing signal SIGTERM
215
+ W0713 19:18:17.864000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 299 closing signal SIGTERM
216
+ W0713 19:18:17.865000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 300 closing signal SIGTERM
217
+ W0713 19:18:17.865000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 301 closing signal SIGTERM
218
+ W0713 19:18:17.865000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 303 closing signal SIGTERM
219
+ W0713 19:18:17.865000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 304 closing signal SIGTERM
220
+ W0713 19:18:17.866000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 305 closing signal SIGTERM
221
+ E0713 19:18:17.930000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 4 (pid: 302) of binary: /usr/local/bin/python
222
+ Traceback (most recent call last):
223
+ File "/usr/local/bin/torchrun", line 6, in <module>
224
+ sys.exit(main())
225
+ ^^^^^^
226
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 357, in wrapper
227
+ return f(*args, **kwargs)
228
+ ^^^^^^^^^^^^^^^^^^
229
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 936, in main
230
+ run(args)
231
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 927, in run
232
+ elastic_launch(
233
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 156, in __call__
234
+ return launch_agent(self._config, self._entrypoint, list(args))
235
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
236
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 293, in launch_agent
237
+ raise ChildFailedError(
238
+ torch.distributed.elastic.multiprocessing.errors.ChildFailedError:
239
+ ============================================================
240
+ gmnet.train FAILED
241
+ ------------------------------------------------------------
242
+ Failures:
243
+ <NO_OTHER_FAILURES>
244
+ ------------------------------------------------------------
245
+ Root Cause (first observed failure):
246
+ [0]:
247
+ time : 2026-07-13_19:18:17
248
+ host : gmnet-e3-s3-relu-s0-worker-0
249
+ rank : 4 (local_rank: 4)
250
+ exitcode : 1 (pid: 302)
251
+ error_file: <N/A>
252
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
253
+ ============================================================
gmnet/runs/e3_s3_relu_seed0/train_attempt_20260713T191844Z_183.log ADDED
@@ -0,0 +1,260 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ W0713 19:18:46.515000 188 site-packages/torch/distributed/run.py:803]
2
+ W0713 19:18:46.515000 188 site-packages/torch/distributed/run.py:803] *****************************************
3
+ W0713 19:18:46.515000 188 site-packages/torch/distributed/run.py:803] 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.
4
+ W0713 19:18:46.515000 188 site-packages/torch/distributed/run.py:803] *****************************************
5
+ Traceback (most recent call last):
6
+ File "<frozen runpy>", line 198, in _run_module_as_main
7
+ File "<frozen runpy>", line 88, in _run_code
8
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
9
+ from timm.data import Mixup
10
+ ModuleNotFoundError: No module named 'timm'
11
+ Traceback (most recent call last):
12
+ File "<frozen runpy>", line 198, in _run_module_as_main
13
+ File "<frozen runpy>", line 88, in _run_code
14
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
15
+ from timm.data import Mixup
16
+ ModuleNotFoundError: No module named 'timm'
17
+ Traceback (most recent call last):
18
+ File "<frozen runpy>", line 198, in _run_module_as_main
19
+ File "<frozen runpy>", line 88, in _run_code
20
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
21
+ from timm.data import Mixup
22
+ ModuleNotFoundError: No module named 'timm'
23
+ Traceback (most recent call last):
24
+ File "<frozen runpy>", line 198, in _run_module_as_main
25
+ File "<frozen runpy>", line 88, in _run_code
26
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
27
+ from timm.data import Mixup
28
+ ModuleNotFoundError: No module named 'timm'
29
+ Traceback (most recent call last):
30
+ File "<frozen runpy>", line 198, in _run_module_as_main
31
+ File "<frozen runpy>", line 88, in _run_code
32
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
33
+ from timm.data import Mixup
34
+ ModuleNotFoundError: No module named 'timm'
35
+ Traceback (most recent call last):
36
+ File "<frozen runpy>", line 198, in _run_module_as_main
37
+ File "<frozen runpy>", line 88, in _run_code
38
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
39
+ from timm.data import Mixup
40
+ ModuleNotFoundError: No module named 'timm'
41
+ Traceback (most recent call last):
42
+ File "<frozen runpy>", line 198, in _run_module_as_main
43
+ File "<frozen runpy>", line 88, in _run_code
44
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
45
+ from timm.data import Mixup
46
+ ModuleNotFoundError: No module named 'timm'
47
+ Traceback (most recent call last):
48
+ File "<frozen runpy>", line 198, in _run_module_as_main
49
+ File "<frozen runpy>", line 88, in _run_code
50
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
51
+ from timm.data import Mixup
52
+ ModuleNotFoundError: No module named 'timm'
53
+ W0713 19:18:51.582000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 258 closing signal SIGTERM
54
+ W0713 19:18:51.583000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 259 closing signal SIGTERM
55
+ W0713 19:18:51.583000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 260 closing signal SIGTERM
56
+ W0713 19:18:51.583000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 261 closing signal SIGTERM
57
+ W0713 19:18:51.583000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 263 closing signal SIGTERM
58
+ W0713 19:18:51.584000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 264 closing signal SIGTERM
59
+ W0713 19:18:51.584000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 265 closing signal SIGTERM
60
+ E0713 19:18:51.631000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 4 (pid: 262) of binary: /usr/local/bin/python
61
+ Traceback (most recent call last):
62
+ File "<frozen runpy>", line 198, in _run_module_as_main
63
+ File "<frozen runpy>", line 88, in _run_code
64
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
65
+ from timm.data import Mixup
66
+ ModuleNotFoundError: No module named 'timm'
67
+ Traceback (most recent call last):
68
+ File "<frozen runpy>", line 198, in _run_module_as_main
69
+ File "<frozen runpy>", line 88, in _run_code
70
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
71
+ from timm.data import Mixup
72
+ ModuleNotFoundError: No module named 'timm'
73
+ Traceback (most recent call last):
74
+ File "<frozen runpy>", line 198, in _run_module_as_main
75
+ File "<frozen runpy>", line 88, in _run_code
76
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
77
+ from timm.data import Mixup
78
+ ModuleNotFoundError: No module named 'timm'
79
+ Traceback (most recent call last):
80
+ File "<frozen runpy>", line 198, in _run_module_as_main
81
+ File "<frozen runpy>", line 88, in _run_code
82
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
83
+ from timm.data import Mixup
84
+ ModuleNotFoundError: No module named 'timm'
85
+ Traceback (most recent call last):
86
+ File "<frozen runpy>", line 198, in _run_module_as_main
87
+ File "<frozen runpy>", line 88, in _run_code
88
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
89
+ from timm.data import Mixup
90
+ ModuleNotFoundError: No module named 'timm'
91
+ Traceback (most recent call last):
92
+ File "<frozen runpy>", line 198, in _run_module_as_main
93
+ File "<frozen runpy>", line 88, in _run_code
94
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
95
+ from timm.data import Mixup
96
+ ModuleNotFoundError: No module named 'timm'
97
+ Traceback (most recent call last):
98
+ File "<frozen runpy>", line 198, in _run_module_as_main
99
+ File "<frozen runpy>", line 88, in _run_code
100
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
101
+ from timm.data import Mixup
102
+ ModuleNotFoundError: No module named 'timm'
103
+ Traceback (most recent call last):
104
+ File "<frozen runpy>", line 198, in _run_module_as_main
105
+ File "<frozen runpy>", line 88, in _run_code
106
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
107
+ from timm.data import Mixup
108
+ ModuleNotFoundError: No module named 'timm'
109
+ W0713 19:18:53.471000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 267 closing signal SIGTERM
110
+ W0713 19:18:53.471000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 268 closing signal SIGTERM
111
+ W0713 19:18:53.472000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 269 closing signal SIGTERM
112
+ W0713 19:18:53.472000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 270 closing signal SIGTERM
113
+ W0713 19:18:53.472000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 271 closing signal SIGTERM
114
+ W0713 19:18:53.473000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 272 closing signal SIGTERM
115
+ W0713 19:18:53.473000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 274 closing signal SIGTERM
116
+ E0713 19:18:53.520000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 6 (pid: 273) of binary: /usr/local/bin/python
117
+ Traceback (most recent call last):
118
+ File "<frozen runpy>", line 198, in _run_module_as_main
119
+ File "<frozen runpy>", line 88, in _run_code
120
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
121
+ from timm.data import Mixup
122
+ ModuleNotFoundError: No module named 'timm'
123
+ Traceback (most recent call last):
124
+ File "<frozen runpy>", line 198, in _run_module_as_main
125
+ File "<frozen runpy>", line 88, in _run_code
126
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
127
+ from timm.data import Mixup
128
+ ModuleNotFoundError: No module named 'timm'
129
+ Traceback (most recent call last):
130
+ File "<frozen runpy>", line 198, in _run_module_as_main
131
+ File "<frozen runpy>", line 88, in _run_code
132
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
133
+ from timm.data import Mixup
134
+ ModuleNotFoundError: No module named 'timm'
135
+ Traceback (most recent call last):
136
+ File "<frozen runpy>", line 198, in _run_module_as_main
137
+ File "<frozen runpy>", line 88, in _run_code
138
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
139
+ from timm.data import Mixup
140
+ ModuleNotFoundError: No module named 'timm'
141
+ Traceback (most recent call last):
142
+ File "<frozen runpy>", line 198, in _run_module_as_main
143
+ File "<frozen runpy>", line 88, in _run_code
144
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
145
+ from timm.data import Mixup
146
+ ModuleNotFoundError: No module named 'timm'
147
+ Traceback (most recent call last):
148
+ File "<frozen runpy>", line 198, in _run_module_as_main
149
+ File "<frozen runpy>", line 88, in _run_code
150
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
151
+ from timm.data import Mixup
152
+ ModuleNotFoundError: No module named 'timm'
153
+ Traceback (most recent call last):
154
+ File "<frozen runpy>", line 198, in _run_module_as_main
155
+ File "<frozen runpy>", line 88, in _run_code
156
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
157
+ from timm.data import Mixup
158
+ ModuleNotFoundError: No module named 'timm'
159
+ Traceback (most recent call last):
160
+ File "<frozen runpy>", line 198, in _run_module_as_main
161
+ File "<frozen runpy>", line 88, in _run_code
162
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
163
+ from timm.data import Mixup
164
+ ModuleNotFoundError: No module named 'timm'
165
+ W0713 19:18:55.258000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 276 closing signal SIGTERM
166
+ W0713 19:18:55.258000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 277 closing signal SIGTERM
167
+ W0713 19:18:55.258000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 279 closing signal SIGTERM
168
+ W0713 19:18:55.259000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 280 closing signal SIGTERM
169
+ W0713 19:18:55.259000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 281 closing signal SIGTERM
170
+ W0713 19:18:55.259000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 282 closing signal SIGTERM
171
+ W0713 19:18:55.259000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 283 closing signal SIGTERM
172
+ E0713 19:18:55.300000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 2 (pid: 278) of binary: /usr/local/bin/python
173
+ Traceback (most recent call last):
174
+ File "<frozen runpy>", line 198, in _run_module_as_main
175
+ File "<frozen runpy>", line 88, in _run_code
176
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
177
+ from timm.data import Mixup
178
+ ModuleNotFoundError: No module named 'timm'
179
+ Traceback (most recent call last):
180
+ File "<frozen runpy>", line 198, in _run_module_as_main
181
+ File "<frozen runpy>", line 88, in _run_code
182
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
183
+ from timm.data import Mixup
184
+ ModuleNotFoundError: No module named 'timm'
185
+ Traceback (most recent call last):
186
+ File "<frozen runpy>", line 198, in _run_module_as_main
187
+ File "<frozen runpy>", line 88, in _run_code
188
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
189
+ from timm.data import Mixup
190
+ ModuleNotFoundError: No module named 'timm'
191
+ Traceback (most recent call last):
192
+ File "<frozen runpy>", line 198, in _run_module_as_main
193
+ File "<frozen runpy>", line 88, in _run_code
194
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
195
+ from timm.data import Mixup
196
+ ModuleNotFoundError: No module named 'timm'
197
+ Traceback (most recent call last):
198
+ File "<frozen runpy>", line 198, in _run_module_as_main
199
+ File "<frozen runpy>", line 88, in _run_code
200
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
201
+ from timm.data import Mixup
202
+ ModuleNotFoundError: No module named 'timm'
203
+ Traceback (most recent call last):
204
+ File "<frozen runpy>", line 198, in _run_module_as_main
205
+ File "<frozen runpy>", line 88, in _run_code
206
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
207
+ from timm.data import Mixup
208
+ ModuleNotFoundError: No module named 'timm'
209
+ Traceback (most recent call last):
210
+ File "<frozen runpy>", line 198, in _run_module_as_main
211
+ File "<frozen runpy>", line 88, in _run_code
212
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
213
+ from timm.data import Mixup
214
+ ModuleNotFoundError: No module named 'timm'
215
+ Traceback (most recent call last):
216
+ File "<frozen runpy>", line 198, in _run_module_as_main
217
+ File "<frozen runpy>", line 88, in _run_code
218
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
219
+ from timm.data import Mixup
220
+ ModuleNotFoundError: No module named 'timm'
221
+ W0713 19:18:56.937000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 285 closing signal SIGTERM
222
+ W0713 19:18:56.937000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 286 closing signal SIGTERM
223
+ W0713 19:18:56.938000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 287 closing signal SIGTERM
224
+ W0713 19:18:56.938000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 289 closing signal SIGTERM
225
+ W0713 19:18:56.938000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 290 closing signal SIGTERM
226
+ W0713 19:18:56.939000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 291 closing signal SIGTERM
227
+ W0713 19:18:56.939000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 292 closing signal SIGTERM
228
+ E0713 19:18:57.003000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 3 (pid: 288) of binary: /usr/local/bin/python
229
+ Traceback (most recent call last):
230
+ File "/usr/local/bin/torchrun", line 6, in <module>
231
+ sys.exit(main())
232
+ ^^^^^^
233
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 357, in wrapper
234
+ return f(*args, **kwargs)
235
+ ^^^^^^^^^^^^^^^^^^
236
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 936, in main
237
+ run(args)
238
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 927, in run
239
+ elastic_launch(
240
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 156, in __call__
241
+ return launch_agent(self._config, self._entrypoint, list(args))
242
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
243
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 293, in launch_agent
244
+ raise ChildFailedError(
245
+ torch.distributed.elastic.multiprocessing.errors.ChildFailedError:
246
+ ============================================================
247
+ gmnet.train FAILED
248
+ ------------------------------------------------------------
249
+ Failures:
250
+ <NO_OTHER_FAILURES>
251
+ ------------------------------------------------------------
252
+ Root Cause (first observed failure):
253
+ [0]:
254
+ time : 2026-07-13_19:18:56
255
+ host : gmnet-e3-s3-relu-s0-worker-0
256
+ rank : 3 (local_rank: 3)
257
+ exitcode : 1 (pid: 288)
258
+ error_file: <N/A>
259
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
260
+ ============================================================
gmnet/runs/e3_s3_relu_seed0/train_attempt_20260713T192043Z_197.log ADDED
@@ -0,0 +1,265 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ W0713 19:20:45.546000 202 site-packages/torch/distributed/run.py:803]
2
+ W0713 19:20:45.546000 202 site-packages/torch/distributed/run.py:803] *****************************************
3
+ W0713 19:20:45.546000 202 site-packages/torch/distributed/run.py:803] 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.
4
+ W0713 19:20:45.546000 202 site-packages/torch/distributed/run.py:803] *****************************************
5
+ Traceback (most recent call last):
6
+ Traceback (most recent call last):
7
+ Traceback (most recent call last):
8
+ File "<frozen runpy>", line 198, in _run_module_as_main
9
+ File "<frozen runpy>", line 198, in _run_module_as_main
10
+ File "<frozen runpy>", line 198, in _run_module_as_main
11
+ File "<frozen runpy>", line 88, in _run_code
12
+ File "<frozen runpy>", line 88, in _run_code
13
+ File "<frozen runpy>", line 88, in _run_code
14
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
15
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
16
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
17
+ from timm.data import Mixupfrom timm.data import Mixupfrom timm.data import Mixup
18
+
19
+
20
+ ModuleNotFoundErrorModuleNotFoundErrorModuleNotFoundError: : : No module named 'timm'No module named 'timm'No module named 'timm'
21
+
22
+
23
+ Traceback (most recent call last):
24
+ File "<frozen runpy>", line 198, in _run_module_as_main
25
+ File "<frozen runpy>", line 88, in _run_code
26
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
27
+ from timm.data import Mixup
28
+ ModuleNotFoundError: No module named 'timm'
29
+ Traceback (most recent call last):
30
+ File "<frozen runpy>", line 198, in _run_module_as_main
31
+ File "<frozen runpy>", line 88, in _run_code
32
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
33
+ from timm.data import Mixup
34
+ ModuleNotFoundError: No module named 'timm'
35
+ Traceback (most recent call last):
36
+ File "<frozen runpy>", line 198, in _run_module_as_main
37
+ File "<frozen runpy>", line 88, in _run_code
38
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
39
+ from timm.data import Mixup
40
+ ModuleNotFoundError: No module named 'timm'
41
+ Traceback (most recent call last):
42
+ File "<frozen runpy>", line 198, in _run_module_as_main
43
+ File "<frozen runpy>", line 88, in _run_code
44
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
45
+ from timm.data import Mixup
46
+ ModuleNotFoundError: No module named 'timm'
47
+ Traceback (most recent call last):
48
+ File "<frozen runpy>", line 198, in _run_module_as_main
49
+ File "<frozen runpy>", line 88, in _run_code
50
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
51
+ from timm.data import Mixup
52
+ ModuleNotFoundError: No module named 'timm'
53
+ W0713 19:20:51.193000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 272 closing signal SIGTERM
54
+ W0713 19:20:51.194000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 273 closing signal SIGTERM
55
+ W0713 19:20:51.194000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 274 closing signal SIGTERM
56
+ W0713 19:20:51.195000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 275 closing signal SIGTERM
57
+ W0713 19:20:51.195000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 276 closing signal SIGTERM
58
+ W0713 19:20:51.195000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 277 closing signal SIGTERM
59
+ W0713 19:20:51.196000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 279 closing signal SIGTERM
60
+ E0713 19:20:51.243000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 6 (pid: 278) of binary: /usr/local/bin/python
61
+ Traceback (most recent call last):
62
+ File "<frozen runpy>", line 198, in _run_module_as_main
63
+ File "<frozen runpy>", line 88, in _run_code
64
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
65
+ from timm.data import Mixup
66
+ ModuleNotFoundError: No module named 'timm'
67
+ Traceback (most recent call last):
68
+ File "<frozen runpy>", line 198, in _run_module_as_main
69
+ File "<frozen runpy>", line 88, in _run_code
70
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
71
+ from timm.data import Mixup
72
+ ModuleNotFoundError: No module named 'timm'
73
+ Traceback (most recent call last):
74
+ File "<frozen runpy>", line 198, in _run_module_as_main
75
+ File "<frozen runpy>", line 88, in _run_code
76
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
77
+ from timm.data import Mixup
78
+ ModuleNotFoundError: No module named 'timm'
79
+ Traceback (most recent call last):
80
+ File "<frozen runpy>", line 198, in _run_module_as_main
81
+ File "<frozen runpy>", line 88, in _run_code
82
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
83
+ from timm.data import Mixup
84
+ ModuleNotFoundError: No module named 'timm'
85
+ Traceback (most recent call last):
86
+ File "<frozen runpy>", line 198, in _run_module_as_main
87
+ File "<frozen runpy>", line 88, in _run_code
88
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
89
+ from timm.data import Mixup
90
+ ModuleNotFoundError: No module named 'timm'
91
+ Traceback (most recent call last):
92
+ File "<frozen runpy>", line 198, in _run_module_as_main
93
+ File "<frozen runpy>", line 88, in _run_code
94
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
95
+ from timm.data import Mixup
96
+ ModuleNotFoundError: No module named 'timm'
97
+ Traceback (most recent call last):
98
+ File "<frozen runpy>", line 198, in _run_module_as_main
99
+ File "<frozen runpy>", line 88, in _run_code
100
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
101
+ from timm.data import Mixup
102
+ ModuleNotFoundError: No module named 'timm'
103
+ Traceback (most recent call last):
104
+ File "<frozen runpy>", line 198, in _run_module_as_main
105
+ File "<frozen runpy>", line 88, in _run_code
106
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
107
+ from timm.data import Mixup
108
+ ModuleNotFoundError: No module named 'timm'
109
+ W0713 19:20:53.124000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 282 closing signal SIGTERM
110
+ W0713 19:20:53.124000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 283 closing signal SIGTERM
111
+ W0713 19:20:53.125000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 284 closing signal SIGTERM
112
+ W0713 19:20:53.125000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 285 closing signal SIGTERM
113
+ W0713 19:20:53.126000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 286 closing signal SIGTERM
114
+ W0713 19:20:53.126000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 287 closing signal SIGTERM
115
+ W0713 19:20:53.127000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 288 closing signal SIGTERM
116
+ E0713 19:20:53.191000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 0 (pid: 281) of binary: /usr/local/bin/python
117
+ Traceback (most recent call last):
118
+ File "<frozen runpy>", line 198, in _run_module_as_main
119
+ File "<frozen runpy>", line 88, in _run_code
120
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
121
+ from timm.data import Mixup
122
+ ModuleNotFoundError: No module named 'timm'
123
+ Traceback (most recent call last):
124
+ File "<frozen runpy>", line 198, in _run_module_as_main
125
+ File "<frozen runpy>", line 88, in _run_code
126
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
127
+ from timm.data import Mixup
128
+ ModuleNotFoundError: No module named 'timm'
129
+ Traceback (most recent call last):
130
+ File "<frozen runpy>", line 198, in _run_module_as_main
131
+ File "<frozen runpy>", line 88, in _run_code
132
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
133
+ from timm.data import Mixup
134
+ ModuleNotFoundError: No module named 'timm'
135
+ Traceback (most recent call last):
136
+ File "<frozen runpy>", line 198, in _run_module_as_main
137
+ File "<frozen runpy>", line 88, in _run_code
138
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
139
+ from timm.data import Mixup
140
+ ModuleNotFoundError: No module named 'timm'
141
+ Traceback (most recent call last):
142
+ File "<frozen runpy>", line 198, in _run_module_as_main
143
+ File "<frozen runpy>", line 88, in _run_code
144
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
145
+ from timm.data import Mixup
146
+ ModuleNotFoundError: No module named 'timm'
147
+ Traceback (most recent call last):
148
+ File "<frozen runpy>", line 198, in _run_module_as_main
149
+ File "<frozen runpy>", line 88, in _run_code
150
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
151
+ from timm.data import Mixup
152
+ ModuleNotFoundError: No module named 'timm'
153
+ Traceback (most recent call last):
154
+ File "<frozen runpy>", line 198, in _run_module_as_main
155
+ File "<frozen runpy>", line 88, in _run_code
156
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
157
+ from timm.data import Mixup
158
+ ModuleNotFoundError: No module named 'timm'
159
+ Traceback (most recent call last):
160
+ File "<frozen runpy>", line 198, in _run_module_as_main
161
+ File "<frozen runpy>", line 88, in _run_code
162
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
163
+ from timm.data import Mixup
164
+ ModuleNotFoundError: No module named 'timm'
165
+ W0713 19:20:54.928000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 290 closing signal SIGTERM
166
+ W0713 19:20:54.928000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 291 closing signal SIGTERM
167
+ W0713 19:20:54.929000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 292 closing signal SIGTERM
168
+ W0713 19:20:54.929000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 293 closing signal SIGTERM
169
+ W0713 19:20:54.929000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 294 closing signal SIGTERM
170
+ W0713 19:20:54.929000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 296 closing signal SIGTERM
171
+ W0713 19:20:54.930000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 297 closing signal SIGTERM
172
+ E0713 19:20:54.977000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 5 (pid: 295) of binary: /usr/local/bin/python
173
+ Traceback (most recent call last):
174
+ Traceback (most recent call last):
175
+ File "<frozen runpy>", line 198, in _run_module_as_main
176
+ File "<frozen runpy>", line 198, in _run_module_as_main
177
+ File "<frozen runpy>", line 88, in _run_code
178
+ File "<frozen runpy>", line 88, in _run_code
179
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
180
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
181
+ from timm.data import Mixupfrom timm.data import Mixup
182
+
183
+ ModuleNotFoundErrorModuleNotFoundError: : No module named 'timm'No module named 'timm'
184
+
185
+ Traceback (most recent call last):
186
+ File "<frozen runpy>", line 198, in _run_module_as_main
187
+ File "<frozen runpy>", line 88, in _run_code
188
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
189
+ from timm.data import Mixup
190
+ ModuleNotFoundError: No module named 'timm'
191
+ Traceback (most recent call last):
192
+ File "<frozen runpy>", line 198, in _run_module_as_main
193
+ File "<frozen runpy>", line 88, in _run_code
194
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
195
+ from timm.data import Mixup
196
+ ModuleNotFoundError: No module named 'timm'
197
+ Traceback (most recent call last):
198
+ File "<frozen runpy>", line 198, in _run_module_as_main
199
+ File "<frozen runpy>", line 88, in _run_code
200
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
201
+ from timm.data import Mixup
202
+ ModuleNotFoundError: No module named 'timm'
203
+ Traceback (most recent call last):
204
+ File "<frozen runpy>", line 198, in _run_module_as_main
205
+ File "<frozen runpy>", line 88, in _run_code
206
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
207
+ from timm.data import Mixup
208
+ ModuleNotFoundError: No module named 'timm'
209
+ Traceback (most recent call last):
210
+ File "<frozen runpy>", line 198, in _run_module_as_main
211
+ File "<frozen runpy>", line 88, in _run_code
212
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
213
+ from timm.data import Mixup
214
+ ModuleNotFoundError: No module named 'timm'
215
+ Traceback (most recent call last):
216
+ File "<frozen runpy>", line 198, in _run_module_as_main
217
+ File "<frozen runpy>", line 88, in _run_code
218
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
219
+ from timm.data import Mixup
220
+ ModuleNotFoundError: No module named 'timm'
221
+ W0713 19:20:56.715000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 299 closing signal SIGTERM
222
+ W0713 19:20:56.716000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 300 closing signal SIGTERM
223
+ W0713 19:20:56.716000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 301 closing signal SIGTERM
224
+ W0713 19:20:56.717000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 303 closing signal SIGTERM
225
+ W0713 19:20:56.717000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 304 closing signal SIGTERM
226
+ W0713 19:20:56.717000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 305 closing signal SIGTERM
227
+ E0713 19:20:56.772000 202 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 3 (pid: 302) of binary: /usr/local/bin/python
228
+ Traceback (most recent call last):
229
+ File "/usr/local/bin/torchrun", line 6, in <module>
230
+ sys.exit(main())
231
+ ^^^^^^
232
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 357, in wrapper
233
+ return f(*args, **kwargs)
234
+ ^^^^^^^^^^^^^^^^^^
235
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 936, in main
236
+ run(args)
237
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 927, in run
238
+ elastic_launch(
239
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 156, in __call__
240
+ return launch_agent(self._config, self._entrypoint, list(args))
241
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
242
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 293, in launch_agent
243
+ raise ChildFailedError(
244
+ torch.distributed.elastic.multiprocessing.errors.ChildFailedError:
245
+ ============================================================
246
+ gmnet.train FAILED
247
+ ------------------------------------------------------------
248
+ Failures:
249
+ [1]:
250
+ time : 2026-07-13_19:20:56
251
+ host : gmnet-e3-s3-relu-s0-worker-0
252
+ rank : 7 (local_rank: 7)
253
+ exitcode : 1 (pid: 306)
254
+ error_file: <N/A>
255
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
256
+ ------------------------------------------------------------
257
+ Root Cause (first observed failure):
258
+ [0]:
259
+ time : 2026-07-13_19:20:56
260
+ host : gmnet-e3-s3-relu-s0-worker-0
261
+ rank : 3 (local_rank: 3)
262
+ exitcode : 1 (pid: 302)
263
+ error_file: <N/A>
264
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
265
+ ============================================================
gmnet/runs/e3_s3_relu_seed0/train_attempt_20260713T192214Z_183.log ADDED
@@ -0,0 +1,252 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ W0713 19:22:15.447000 188 site-packages/torch/distributed/run.py:803]
2
+ W0713 19:22:15.447000 188 site-packages/torch/distributed/run.py:803] *****************************************
3
+ W0713 19:22:15.447000 188 site-packages/torch/distributed/run.py:803] 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.
4
+ W0713 19:22:15.447000 188 site-packages/torch/distributed/run.py:803] *****************************************
5
+ Traceback (most recent call last):
6
+ File "<frozen runpy>", line 198, in _run_module_as_main
7
+ File "<frozen runpy>", line 88, in _run_code
8
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
9
+ from timm.data import Mixup
10
+ ModuleNotFoundError: No module named 'timm'
11
+ Traceback (most recent call last):
12
+ File "<frozen runpy>", line 198, in _run_module_as_main
13
+ File "<frozen runpy>", line 88, in _run_code
14
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
15
+ from timm.data import Mixup
16
+ ModuleNotFoundError: No module named 'timm'
17
+ Traceback (most recent call last):
18
+ File "<frozen runpy>", line 198, in _run_module_as_main
19
+ File "<frozen runpy>", line 88, in _run_code
20
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
21
+ from timm.data import Mixup
22
+ ModuleNotFoundError: No module named 'timm'
23
+ Traceback (most recent call last):
24
+ File "<frozen runpy>", line 198, in _run_module_as_main
25
+ File "<frozen runpy>", line 88, in _run_code
26
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
27
+ from timm.data import Mixup
28
+ ModuleNotFoundError: No module named 'timm'
29
+ Traceback (most recent call last):
30
+ File "<frozen runpy>", line 198, in _run_module_as_main
31
+ File "<frozen runpy>", line 88, in _run_code
32
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
33
+ from timm.data import Mixup
34
+ ModuleNotFoundError: No module named 'timm'
35
+ Traceback (most recent call last):
36
+ File "<frozen runpy>", line 198, in _run_module_as_main
37
+ File "<frozen runpy>", line 88, in _run_code
38
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
39
+ from timm.data import Mixup
40
+ ModuleNotFoundError: No module named 'timm'
41
+ Traceback (most recent call last):
42
+ File "<frozen runpy>", line 198, in _run_module_as_main
43
+ File "<frozen runpy>", line 88, in _run_code
44
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
45
+ from timm.data import Mixup
46
+ ModuleNotFoundError: No module named 'timm'
47
+ Traceback (most recent call last):
48
+ File "<frozen runpy>", line 198, in _run_module_as_main
49
+ File "<frozen runpy>", line 88, in _run_code
50
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
51
+ from timm.data import Mixup
52
+ ModuleNotFoundError: No module named 'timm'
53
+ W0713 19:22:19.987000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 258 closing signal SIGTERM
54
+ W0713 19:22:19.988000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 259 closing signal SIGTERM
55
+ W0713 19:22:19.988000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 260 closing signal SIGTERM
56
+ W0713 19:22:19.989000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 262 closing signal SIGTERM
57
+ W0713 19:22:19.989000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 263 closing signal SIGTERM
58
+ W0713 19:22:19.989000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 264 closing signal SIGTERM
59
+ W0713 19:22:19.990000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 265 closing signal SIGTERM
60
+ E0713 19:22:20.057000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 3 (pid: 261) of binary: /usr/local/bin/python
61
+ Traceback (most recent call last):
62
+ Traceback (most recent call last):
63
+ Traceback (most recent call last):
64
+ File "<frozen runpy>", line 198, in _run_module_as_main
65
+ File "<frozen runpy>", line 198, in _run_module_as_main
66
+ File "<frozen runpy>", line 198, in _run_module_as_main
67
+ File "<frozen runpy>", line 88, in _run_code
68
+ File "<frozen runpy>", line 88, in _run_code
69
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
70
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
71
+ File "<frozen runpy>", line 88, in _run_code
72
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
73
+ from timm.data import Mixupfrom timm.data import Mixup
74
+
75
+ ModuleNotFoundErrorModuleNotFoundError: : No module named 'timm'No module named 'timm'
76
+
77
+ from timm.data import Mixup
78
+ ModuleNotFoundError: No module named 'timm'
79
+ Traceback (most recent call last):
80
+ File "<frozen runpy>", line 198, in _run_module_as_main
81
+ File "<frozen runpy>", line 88, in _run_code
82
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
83
+ from timm.data import Mixup
84
+ ModuleNotFoundError: No module named 'timm'
85
+ Traceback (most recent call last):
86
+ File "<frozen runpy>", line 198, in _run_module_as_main
87
+ File "<frozen runpy>", line 88, in _run_code
88
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
89
+ from timm.data import Mixup
90
+ ModuleNotFoundError: No module named 'timm'
91
+ Traceback (most recent call last):
92
+ File "<frozen runpy>", line 198, in _run_module_as_main
93
+ File "<frozen runpy>", line 88, in _run_code
94
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
95
+ from timm.data import Mixup
96
+ ModuleNotFoundError: No module named 'timm'
97
+ Traceback (most recent call last):
98
+ File "<frozen runpy>", line 198, in _run_module_as_main
99
+ File "<frozen runpy>", line 88, in _run_code
100
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
101
+ from timm.data import Mixup
102
+ ModuleNotFoundError: No module named 'timm'
103
+ Traceback (most recent call last):
104
+ File "<frozen runpy>", line 198, in _run_module_as_main
105
+ File "<frozen runpy>", line 88, in _run_code
106
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
107
+ from timm.data import Mixup
108
+ ModuleNotFoundError: No module named 'timm'
109
+ E0713 19:22:21.926000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 0 (pid: 267) of binary: /usr/local/bin/python
110
+ Traceback (most recent call last):
111
+ File "<frozen runpy>", line 198, in _run_module_as_main
112
+ File "<frozen runpy>", line 88, in _run_code
113
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
114
+ from timm.data import Mixup
115
+ ModuleNotFoundError: No module named 'timm'
116
+ Traceback (most recent call last):
117
+ Traceback (most recent call last):
118
+ File "<frozen runpy>", line 198, in _run_module_as_main
119
+ File "<frozen runpy>", line 198, in _run_module_as_main
120
+ File "<frozen runpy>", line 88, in _run_code
121
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
122
+ File "<frozen runpy>", line 88, in _run_code
123
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
124
+ from timm.data import Mixup
125
+ from timm.data import Mixup
126
+ ModuleNotFoundErrorModuleNotFoundError: : No module named 'timm'No module named 'timm'
127
+
128
+ Traceback (most recent call last):
129
+ File "<frozen runpy>", line 198, in _run_module_as_main
130
+ File "<frozen runpy>", line 88, in _run_code
131
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
132
+ from timm.data import Mixup
133
+ ModuleNotFoundError: No module named 'timm'
134
+ Traceback (most recent call last):
135
+ File "<frozen runpy>", line 198, in _run_module_as_main
136
+ File "<frozen runpy>", line 88, in _run_code
137
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
138
+ from timm.data import Mixup
139
+ ModuleNotFoundError: No module named 'timm'
140
+ Traceback (most recent call last):
141
+ File "<frozen runpy>", line 198, in _run_module_as_main
142
+ File "<frozen runpy>", line 88, in _run_code
143
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
144
+ from timm.data import Mixup
145
+ ModuleNotFoundError: No module named 'timm'
146
+ Traceback (most recent call last):
147
+ File "<frozen runpy>", line 198, in _run_module_as_main
148
+ File "<frozen runpy>", line 88, in _run_code
149
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
150
+ from timm.data import Mixup
151
+ ModuleNotFoundError: No module named 'timm'
152
+ Traceback (most recent call last):
153
+ File "<frozen runpy>", line 198, in _run_module_as_main
154
+ File "<frozen runpy>", line 88, in _run_code
155
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
156
+ from timm.data import Mixup
157
+ ModuleNotFoundError: No module named 'timm'
158
+ W0713 19:22:23.663000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 276 closing signal SIGTERM
159
+ W0713 19:22:23.664000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 278 closing signal SIGTERM
160
+ W0713 19:22:23.664000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 279 closing signal SIGTERM
161
+ W0713 19:22:23.664000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 280 closing signal SIGTERM
162
+ W0713 19:22:23.665000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 282 closing signal SIGTERM
163
+ W0713 19:22:23.665000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 283 closing signal SIGTERM
164
+ E0713 19:22:23.729000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 1 (pid: 277) of binary: /usr/local/bin/python
165
+ Traceback (most recent call last):
166
+ File "<frozen runpy>", line 198, in _run_module_as_main
167
+ File "<frozen runpy>", line 88, in _run_code
168
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
169
+ from timm.data import Mixup
170
+ ModuleNotFoundError: No module named 'timm'
171
+ Traceback (most recent call last):
172
+ Traceback (most recent call last):
173
+ File "<frozen runpy>", line 198, in _run_module_as_main
174
+ File "<frozen runpy>", line 198, in _run_module_as_main
175
+ File "<frozen runpy>", line 88, in _run_code
176
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
177
+ File "<frozen runpy>", line 88, in _run_code
178
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
179
+ from timm.data import Mixup
180
+ from timm.data import Mixup
181
+ ModuleNotFoundErrorModuleNotFoundError: : No module named 'timm'No module named 'timm'
182
+
183
+ Traceback (most recent call last):
184
+ File "<frozen runpy>", line 198, in _run_module_as_main
185
+ File "<frozen runpy>", line 88, in _run_code
186
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
187
+ from timm.data import Mixup
188
+ ModuleNotFoundError: No module named 'timm'
189
+ Traceback (most recent call last):
190
+ File "<frozen runpy>", line 198, in _run_module_as_main
191
+ File "<frozen runpy>", line 88, in _run_code
192
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
193
+ from timm.data import Mixup
194
+ ModuleNotFoundError: No module named 'timm'
195
+ Traceback (most recent call last):
196
+ File "<frozen runpy>", line 198, in _run_module_as_main
197
+ File "<frozen runpy>", line 88, in _run_code
198
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
199
+ from timm.data import Mixup
200
+ ModuleNotFoundError: No module named 'timm'
201
+ Traceback (most recent call last):
202
+ File "<frozen runpy>", line 198, in _run_module_as_main
203
+ File "<frozen runpy>", line 88, in _run_code
204
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
205
+ from timm.data import Mixup
206
+ ModuleNotFoundError: No module named 'timm'
207
+ Traceback (most recent call last):
208
+ File "<frozen runpy>", line 198, in _run_module_as_main
209
+ File "<frozen runpy>", line 88, in _run_code
210
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
211
+ from timm.data import Mixup
212
+ ModuleNotFoundError: No module named 'timm'
213
+ W0713 19:22:25.366000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 285 closing signal SIGTERM
214
+ W0713 19:22:25.367000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 287 closing signal SIGTERM
215
+ W0713 19:22:25.367000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 288 closing signal SIGTERM
216
+ W0713 19:22:25.367000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 289 closing signal SIGTERM
217
+ W0713 19:22:25.368000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 290 closing signal SIGTERM
218
+ W0713 19:22:25.368000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 291 closing signal SIGTERM
219
+ W0713 19:22:25.368000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 292 closing signal SIGTERM
220
+ E0713 19:22:25.432000 188 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 1 (pid: 286) of binary: /usr/local/bin/python
221
+ Traceback (most recent call last):
222
+ File "/usr/local/bin/torchrun", line 6, in <module>
223
+ sys.exit(main())
224
+ ^^^^^^
225
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 357, in wrapper
226
+ return f(*args, **kwargs)
227
+ ^^^^^^^^^^^^^^^^^^
228
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 936, in main
229
+ run(args)
230
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/run.py", line 927, in run
231
+ elastic_launch(
232
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 156, in __call__
233
+ return launch_agent(self._config, self._entrypoint, list(args))
234
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
235
+ File "/usr/local/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 293, in launch_agent
236
+ raise ChildFailedError(
237
+ torch.distributed.elastic.multiprocessing.errors.ChildFailedError:
238
+ ============================================================
239
+ gmnet.train FAILED
240
+ ------------------------------------------------------------
241
+ Failures:
242
+ <NO_OTHER_FAILURES>
243
+ ------------------------------------------------------------
244
+ Root Cause (first observed failure):
245
+ [0]:
246
+ time : 2026-07-13_19:22:25
247
+ host : gmnet-e3-s3-relu-s0-worker-0
248
+ rank : 1 (local_rank: 1)
249
+ exitcode : 1 (pid: 286)
250
+ error_file: <N/A>
251
+ traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
252
+ ============================================================
gmnet/runs/e3_s3_relu_seed0/train_attempt_20260713T192414Z_192.log ADDED
@@ -0,0 +1,110 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ W0713 19:24:15.982000 197 site-packages/torch/distributed/run.py:803]
2
+ W0713 19:24:15.982000 197 site-packages/torch/distributed/run.py:803] *****************************************
3
+ W0713 19:24:15.982000 197 site-packages/torch/distributed/run.py:803] 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.
4
+ W0713 19:24:15.982000 197 site-packages/torch/distributed/run.py:803] *****************************************
5
+ Traceback (most recent call last):
6
+ File "<frozen runpy>", line 198, in _run_module_as_main
7
+ File "<frozen runpy>", line 88, in _run_code
8
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
9
+ from timm.data import Mixup
10
+ ModuleNotFoundError: No module named 'timm'
11
+ Traceback (most recent call last):
12
+ File "<frozen runpy>", line 198, in _run_module_as_main
13
+ File "<frozen runpy>", line 88, in _run_code
14
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
15
+ from timm.data import Mixup
16
+ ModuleNotFoundError: No module named 'timm'
17
+ Traceback (most recent call last):
18
+ File "<frozen runpy>", line 198, in _run_module_as_main
19
+ File "<frozen runpy>", line 88, in _run_code
20
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
21
+ from timm.data import Mixup
22
+ ModuleNotFoundError: No module named 'timm'
23
+ Traceback (most recent call last):
24
+ File "<frozen runpy>", line 198, in _run_module_as_main
25
+ File "<frozen runpy>", line 88, in _run_code
26
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
27
+ from timm.data import Mixup
28
+ ModuleNotFoundError: No module named 'timm'
29
+ Traceback (most recent call last):
30
+ File "<frozen runpy>", line 198, in _run_module_as_main
31
+ File "<frozen runpy>", line 88, in _run_code
32
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
33
+ from timm.data import Mixup
34
+ ModuleNotFoundError: No module named 'timm'
35
+ Traceback (most recent call last):
36
+ File "<frozen runpy>", line 198, in _run_module_as_main
37
+ File "<frozen runpy>", line 88, in _run_code
38
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
39
+ from timm.data import Mixup
40
+ ModuleNotFoundError: No module named 'timm'
41
+ Traceback (most recent call last):
42
+ File "<frozen runpy>", line 198, in _run_module_as_main
43
+ File "<frozen runpy>", line 88, in _run_code
44
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
45
+ from timm.data import Mixup
46
+ ModuleNotFoundError: No module named 'timm'
47
+ Traceback (most recent call last):
48
+ File "<frozen runpy>", line 198, in _run_module_as_main
49
+ File "<frozen runpy>", line 88, in _run_code
50
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
51
+ from timm.data import Mixup
52
+ ModuleNotFoundError: No module named 'timm'
53
+ W0713 19:24:20.481000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 269 closing signal SIGTERM
54
+ E0713 19:24:20.482000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 0 (pid: 267) of binary: /usr/local/bin/python
55
+ Traceback (most recent call last):
56
+ File "<frozen runpy>", line 198, in _run_module_as_main
57
+ File "<frozen runpy>", line 88, in _run_code
58
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
59
+ from timm.data import Mixup
60
+ ModuleNotFoundError: No module named 'timm'
61
+ Traceback (most recent call last):
62
+ File "<frozen runpy>", line 198, in _run_module_as_main
63
+ File "<frozen runpy>", line 88, in _run_code
64
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
65
+ from timm.data import Mixup
66
+ ModuleNotFoundError: No module named 'timm'
67
+ Traceback (most recent call last):
68
+ File "<frozen runpy>", line 198, in _run_module_as_main
69
+ File "<frozen runpy>", line 88, in _run_code
70
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
71
+ from timm.data import Mixup
72
+ ModuleNotFoundError: No module named 'timm'
73
+ Traceback (most recent call last):
74
+ File "<frozen runpy>", line 198, in _run_module_as_main
75
+ File "<frozen runpy>", line 88, in _run_code
76
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
77
+ from timm.data import Mixup
78
+ ModuleNotFoundError: No module named 'timm'
79
+ Traceback (most recent call last):
80
+ File "<frozen runpy>", line 198, in _run_module_as_main
81
+ File "<frozen runpy>", line 88, in _run_code
82
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
83
+ from timm.data import Mixup
84
+ ModuleNotFoundError: No module named 'timm'
85
+ Traceback (most recent call last):
86
+ File "<frozen runpy>", line 198, in _run_module_as_main
87
+ File "<frozen runpy>", line 88, in _run_code
88
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
89
+ from timm.data import Mixup
90
+ ModuleNotFoundError: No module named 'timm'
91
+ Traceback (most recent call last):
92
+ File "<frozen runpy>", line 198, in _run_module_as_main
93
+ File "<frozen runpy>", line 88, in _run_code
94
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
95
+ from timm.data import Mixup
96
+ ModuleNotFoundError: No module named 'timm'
97
+ Traceback (most recent call last):
98
+ File "<frozen runpy>", line 198, in _run_module_as_main
99
+ File "<frozen runpy>", line 88, in _run_code
100
+ File "/nfs/ywang29/GmNet/journal_exp/gmnet/train.py", line 22, in <module>
101
+ from timm.data import Mixup
102
+ ModuleNotFoundError: No module named 'timm'
103
+ W0713 19:24:22.200000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 276 closing signal SIGTERM
104
+ W0713 19:24:22.200000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 277 closing signal SIGTERM
105
+ W0713 19:24:22.200000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 279 closing signal SIGTERM
106
+ W0713 19:24:22.201000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 280 closing signal SIGTERM
107
+ W0713 19:24:22.201000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 281 closing signal SIGTERM
108
+ W0713 19:24:22.201000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 282 closing signal SIGTERM
109
+ W0713 19:24:22.201000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:908] Sending process 283 closing signal SIGTERM
110
+ E0713 19:24:22.266000 197 site-packages/torch/distributed/elastic/multiprocessing/api.py:882] failed (exitcode: 1) local_rank: 2 (pid: 278) of binary: /usr/local/bin/python
gmnet/runs/e4_alignment/e4a_s3_channel_derangement_seed0/config_resolved.yaml ADDED
@@ -0,0 +1,103 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ recipe_id: paper-supplementary-table8-v1
2
+ protocol_id: e4-imagenet-matched-alignment-v1
3
+ model:
4
+ variant: s3
5
+ num_classes: 1000
6
+ gate_type: relu6_self
7
+ stem_activation: relu6
8
+ kernel_size: 7
9
+ layer_scale: 1.0e-06
10
+ drop_path_rate: 0.02
11
+ f12_bn: false
12
+ projection_bn: true
13
+ second_dw_bn: false
14
+ gate_intervention: channel_derangement
15
+ gate_intervention_seed: 41041
16
+ data:
17
+ dataset: imagenet
18
+ num_classes: 1000
19
+ train_split: train
20
+ val_split: val
21
+ input_size: 224
22
+ batch_size: 256
23
+ eval_batch_size: 256
24
+ workers: 8
25
+ pin_memory: true
26
+ persistent_workers: false
27
+ prefetch_factor: 4
28
+ interpolation: bicubic
29
+ train_interpolation: random
30
+ crop_pct: 0.875
31
+ mean:
32
+ - 0.485
33
+ - 0.456
34
+ - 0.406
35
+ std:
36
+ - 0.229
37
+ - 0.224
38
+ - 0.225
39
+ expected_train_samples: 1281167
40
+ expected_val_samples: 50000
41
+ expected_manifest_sha256: bb70bc9f530db6bb24f70e648624b35281bfbc76a57775d589a2e0209dd98661
42
+ auto_augment: rand-m1-mstd0.5-inc1
43
+ color_jitter: 0.0
44
+ hflip: 0.5
45
+ vflip: 0.0
46
+ random_erasing: 0.25
47
+ random_erasing_mode: pixel
48
+ random_erasing_count: 1
49
+ optimizer:
50
+ name: adamw
51
+ lr: 0.003
52
+ weight_decay: 0.03
53
+ betas:
54
+ - 0.9
55
+ - 0.999
56
+ eps: 1.0e-08
57
+ no_weight_decay_patterns:
58
+ - raw_clip
59
+ scheduler:
60
+ name: cosine
61
+ step_unit: epoch
62
+ cooldown_epochs: 0
63
+ warmup_epochs: 5
64
+ warmup_lr: 1.0e-06
65
+ min_lr: 1.0e-05
66
+ mixup:
67
+ mixup_alpha: 0.8
68
+ cutmix_alpha: 0.4
69
+ prob: 1.0
70
+ switch_prob: 0.5
71
+ mode: batch
72
+ train:
73
+ epochs: 300
74
+ label_smoothing: 0.1
75
+ channels_last: false
76
+ dist_bn: reduce
77
+ deterministic: false
78
+ compile: false
79
+ clip_grad: 0.0
80
+ log_interval: 50
81
+ eval_interval: 300
82
+ fail_on_nonfinite: true
83
+ strict_resume: true
84
+ official_validation_policy: final_epoch_only
85
+ save_best_checkpoint: false
86
+ amp:
87
+ enabled: false
88
+ dtype: bfloat16
89
+ wandb:
90
+ enabled: true
91
+ project: gmnet-journal
92
+ experiment_id: E4-ImageNet-S3-channel-derangement
93
+ protocol:
94
+ code_sha256: 4a62bc48370247d882196cd9afc1a0f1629a5bbfd522c3f599ffaf0c1187641f
95
+ runtime:
96
+ run_name: e4a_s3_channel_derangement_seed0
97
+ seed: 0
98
+ world_size: 8
99
+ data_root: /tmp/gmnet_data/imagenet-1k
100
+ data_manifest_sha256: bb70bc9f530db6bb24f70e648624b35281bfbc76a57775d589a2e0209dd98661
101
+ config_fingerprint: 2c739139ecea288aa39f451cae894b39e38787a3220cfdcc52aa944aa26d1e1c
102
+ torch: 2.9.0+cu130
103
+ cuda: '13.0'
gmnet/runs/e4_alignment/e4a_s3_channel_derangement_seed0/config_source.yaml ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ # Matched E4 arm: fixed per-block channel derangement of the gate input.
2
+ base: ../e0_baseline/imagenet_gmnet_s3.yaml
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+ }
gmnet/runs/e4_alignment/e4a_s3_channel_derangement_seed0/train.log ADDED
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gmnet/runs/e4_alignment/e4a_s3_channel_derangement_seed0/train_attempt_20260716T194256Z_529.log ADDED
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gmnet/runs/e4_alignment/e4a_s3_stop_gradient_seed0/config_resolved.yaml ADDED
@@ -0,0 +1,103 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ recipe_id: paper-supplementary-table8-v1
2
+ protocol_id: e4-imagenet-matched-alignment-v1
3
+ model:
4
+ variant: s3
5
+ num_classes: 1000
6
+ gate_type: relu6_self
7
+ stem_activation: relu6
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+ kernel_size: 7
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+ layer_scale: 1.0e-06
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+ drop_path_rate: 0.02
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+ f12_bn: false
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+ projection_bn: true
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+ second_dw_bn: false
14
+ gate_intervention: stop_gradient
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+ gate_intervention_seed: 41041
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+ data:
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+ dataset: imagenet
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+ num_classes: 1000
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+ train_split: train
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+ val_split: val
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+ input_size: 224
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+ batch_size: 256
23
+ eval_batch_size: 256
24
+ workers: 8
25
+ pin_memory: true
26
+ persistent_workers: false
27
+ prefetch_factor: 4
28
+ interpolation: bicubic
29
+ train_interpolation: random
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+ crop_pct: 0.875
31
+ mean:
32
+ - 0.485
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+ - 0.456
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+ - 0.406
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+ std:
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+ - 0.229
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+ - 0.224
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+ - 0.225
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+ expected_train_samples: 1281167
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+ expected_val_samples: 50000
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+ expected_manifest_sha256: bb70bc9f530db6bb24f70e648624b35281bfbc76a57775d589a2e0209dd98661
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+ auto_augment: rand-m1-mstd0.5-inc1
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+ color_jitter: 0.0
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+ hflip: 0.5
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+ vflip: 0.0
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+ random_erasing: 0.25
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+ random_erasing_mode: pixel
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+ random_erasing_count: 1
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+ optimizer:
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+ name: adamw
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+ lr: 0.003
52
+ weight_decay: 0.03
53
+ betas:
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+ - 0.9
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+ - 0.999
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+ eps: 1.0e-08
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+ no_weight_decay_patterns:
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+ - raw_clip
59
+ scheduler:
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+ name: cosine
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+ step_unit: epoch
62
+ cooldown_epochs: 0
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+ warmup_epochs: 5
64
+ warmup_lr: 1.0e-06
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+ min_lr: 1.0e-05
66
+ mixup:
67
+ mixup_alpha: 0.8
68
+ cutmix_alpha: 0.4
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+ prob: 1.0
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+ switch_prob: 0.5
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+ mode: batch
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+ train:
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+ epochs: 300
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+ label_smoothing: 0.1
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+ channels_last: false
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+ dist_bn: reduce
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+ deterministic: false
78
+ compile: false
79
+ clip_grad: 0.0
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+ log_interval: 50
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+ eval_interval: 300
82
+ fail_on_nonfinite: true
83
+ strict_resume: true
84
+ official_validation_policy: final_epoch_only
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+ save_best_checkpoint: false
86
+ amp:
87
+ enabled: false
88
+ dtype: bfloat16
89
+ wandb:
90
+ enabled: true
91
+ project: gmnet-journal
92
+ experiment_id: E4-ImageNet-S3-stop-gradient
93
+ protocol:
94
+ code_sha256: 4a62bc48370247d882196cd9afc1a0f1629a5bbfd522c3f599ffaf0c1187641f
95
+ runtime:
96
+ run_name: e4a_s3_stop_gradient_seed0
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+ seed: 0
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+ world_size: 8
99
+ data_root: /tmp/gmnet_data/imagenet-1k
100
+ data_manifest_sha256: bb70bc9f530db6bb24f70e648624b35281bfbc76a57775d589a2e0209dd98661
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+ config_fingerprint: 3c7c94cf6859110525e443a480f3622e9f6895b13ea00c0b385a8745ff976fb5
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+ torch: 2.9.0+cu130
103
+ cuda: '13.0'
gmnet/runs/e4_alignment/e4a_s3_stop_gradient_seed0/config_source.yaml ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ # Matched E4 arm: identical forward values with the gate-branch derivative removed.
2
+ base: ../e0_baseline/imagenet_gmnet_s3.yaml
3
+ experiment_id: E4-ImageNet-S3-stop-gradient
4
+ protocol_id: e4-imagenet-matched-alignment-v1
5
+ model:
6
+ gate_intervention: stop_gradient
7
+ gate_intervention_seed: 41041
gmnet/runs/e4_alignment/e4a_s3_stop_gradient_seed0/data_manifest.json ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "class_to_idx_sha256": "2312848f9b87eb0d5afd5c3cd09fc3191dadfb5948dc7912639683c2bc5e5f1f",
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+ "dataset": "imagenet",
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+ "manifest_sha256": "bb70bc9f530db6bb24f70e648624b35281bfbc76a57775d589a2e0209dd98661",
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+ "num_classes": 1000,
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+ "sample_fingerprint_kind": "relative_path_and_target_plus_sampled_raw_file_bytes",
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+ "sample_index_sha256": {
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+ "train": "e74104e28ef79fff114e729e81d050a7b4f0c294c4d82345bad13c320d7255b2",
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+ "val": "5ed16b5cd3ebd64e90cd7a8380b4e19d4c0d82eedcca3489dfa29313ce88d6f6"
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+ },
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+ "sampled_content_policy": "first_sample_per_class_up_to_1000",
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+ "sampled_content_samples": {
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+ "train": 1000,
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+ "val": 1000
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+ },
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+ "sampled_content_sha256": {
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+ "train": "dea27b5dbcb5f110ed47c075d473ebd0f6aefc446b45ab1e62d8246f2a153798",
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+ "val": "d80a57419bc9396df7c01e29a2b17698c02c3a9a68dc4006a1fe87ef129ed166"
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+ },
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+ "samples": {
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+ "train": 1281167,
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+ "val": 50000
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+ },
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+ "schema_version": 2,
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+ "splits": {
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+ "train": "train",
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+ "val": "val"
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+ }
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+ }
gmnet/runs/e4_alignment/e4a_s3_stop_gradient_seed0/metrics.jsonl ADDED
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gmnet/runs/e4_alignment/e4a_s3_stop_gradient_seed0/train.log ADDED
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gmnet/runs/e4_alignment/e4a_s3_stop_gradient_seed0/train_attempt_20260716T194312Z_528.log ADDED
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gmnet/runs/e4_mechanism_followup/e4f_s3_batch_derangement_seed0/config_resolved.yaml ADDED
@@ -0,0 +1,103 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ recipe_id: paper-supplementary-table8-v1
2
+ protocol_id: e4-imagenet-mechanism-followup-v1
3
+ model:
4
+ variant: s3
5
+ num_classes: 1000
6
+ gate_type: relu6_self
7
+ stem_activation: relu6
8
+ kernel_size: 7
9
+ layer_scale: 1.0e-06
10
+ drop_path_rate: 0.02
11
+ f12_bn: false
12
+ projection_bn: true
13
+ second_dw_bn: false
14
+ gate_intervention: batch_derangement
15
+ gate_intervention_seed: 41041
16
+ data:
17
+ dataset: imagenet
18
+ num_classes: 1000
19
+ train_split: train
20
+ val_split: val
21
+ input_size: 224
22
+ batch_size: 256
23
+ eval_batch_size: 256
24
+ workers: 8
25
+ pin_memory: true
26
+ persistent_workers: false
27
+ prefetch_factor: 4
28
+ interpolation: bicubic
29
+ train_interpolation: random
30
+ crop_pct: 0.875
31
+ mean:
32
+ - 0.485
33
+ - 0.456
34
+ - 0.406
35
+ std:
36
+ - 0.229
37
+ - 0.224
38
+ - 0.225
39
+ expected_train_samples: 1281167
40
+ expected_val_samples: 50000
41
+ expected_manifest_sha256: bb70bc9f530db6bb24f70e648624b35281bfbc76a57775d589a2e0209dd98661
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+ auto_augment: rand-m1-mstd0.5-inc1
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+ color_jitter: 0.0
44
+ hflip: 0.5
45
+ vflip: 0.0
46
+ random_erasing: 0.25
47
+ random_erasing_mode: pixel
48
+ random_erasing_count: 1
49
+ optimizer:
50
+ name: adamw
51
+ lr: 0.003
52
+ weight_decay: 0.03
53
+ betas:
54
+ - 0.9
55
+ - 0.999
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+ eps: 1.0e-08
57
+ no_weight_decay_patterns:
58
+ - raw_clip
59
+ scheduler:
60
+ name: cosine
61
+ step_unit: epoch
62
+ cooldown_epochs: 0
63
+ warmup_epochs: 5
64
+ warmup_lr: 1.0e-06
65
+ min_lr: 1.0e-05
66
+ mixup:
67
+ mixup_alpha: 0.8
68
+ cutmix_alpha: 0.4
69
+ prob: 1.0
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+ switch_prob: 0.5
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+ mode: batch
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+ train:
73
+ epochs: 300
74
+ label_smoothing: 0.1
75
+ channels_last: false
76
+ dist_bn: reduce
77
+ deterministic: false
78
+ compile: false
79
+ clip_grad: 0.0
80
+ log_interval: 50
81
+ eval_interval: 300
82
+ fail_on_nonfinite: true
83
+ strict_resume: true
84
+ official_validation_policy: final_epoch_only
85
+ save_best_checkpoint: false
86
+ amp:
87
+ enabled: false
88
+ dtype: bfloat16
89
+ wandb:
90
+ enabled: true
91
+ project: gmnet-journal
92
+ experiment_id: E4F-ImageNet-S3-batch-derangement
93
+ protocol:
94
+ code_sha256: f6bd434a2ac86c772f2e23683431f3bb7ccb06f539558682a3bea6464bacebf9
95
+ runtime:
96
+ run_name: e4f_s3_batch_derangement_seed0
97
+ seed: 0
98
+ world_size: 8
99
+ data_root: /tmp/gmnet_data/imagenet-1k
100
+ data_manifest_sha256: bb70bc9f530db6bb24f70e648624b35281bfbc76a57775d589a2e0209dd98661
101
+ config_fingerprint: 35f1eb77a60f6d5147ad893dbb49f6e54dba8cf722f173f56631209b5d96917a
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+ torch: 2.9.0+cu130
103
+ cuda: '13.0'
gmnet/runs/e4_mechanism_followup/e4f_s3_batch_derangement_seed0/config_source.yaml ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ # Use another sample in the local batch as the gate input.
2
+ base: ../e0_baseline/imagenet_gmnet_s3.yaml
3
+ experiment_id: E4F-ImageNet-S3-batch-derangement
4
+ protocol_id: e4-imagenet-mechanism-followup-v1
5
+ model:
6
+ gate_intervention: batch_derangement
7
+ gate_intervention_seed: 41041
gmnet/runs/e4_mechanism_followup/e4f_s3_batch_derangement_seed0/data_manifest.json ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "class_to_idx_sha256": "2312848f9b87eb0d5afd5c3cd09fc3191dadfb5948dc7912639683c2bc5e5f1f",
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+ "dataset": "imagenet",
4
+ "manifest_sha256": "bb70bc9f530db6bb24f70e648624b35281bfbc76a57775d589a2e0209dd98661",
5
+ "num_classes": 1000,
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+ "sample_fingerprint_kind": "relative_path_and_target_plus_sampled_raw_file_bytes",
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+ "sample_index_sha256": {
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+ "train": "e74104e28ef79fff114e729e81d050a7b4f0c294c4d82345bad13c320d7255b2",
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+ "val": "5ed16b5cd3ebd64e90cd7a8380b4e19d4c0d82eedcca3489dfa29313ce88d6f6"
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+ },
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+ "sampled_content_policy": "first_sample_per_class_up_to_1000",
12
+ "sampled_content_samples": {
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+ "train": 1000,
14
+ "val": 1000
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+ },
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+ "sampled_content_sha256": {
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+ "train": "dea27b5dbcb5f110ed47c075d473ebd0f6aefc446b45ab1e62d8246f2a153798",
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+ "val": "d80a57419bc9396df7c01e29a2b17698c02c3a9a68dc4006a1fe87ef129ed166"
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+ },
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+ "samples": {
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+ "train": 1281167,
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+ "val": 50000
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+ },
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+ "schema_version": 2,
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+ "splits": {
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+ "train": "train",
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+ "val": "val"
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+ }
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+ }
gmnet/runs/e4_mechanism_followup/e4f_s3_batch_derangement_seed0/metrics.jsonl ADDED
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