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Log Summary

2026-04-15 22:15:45.371873: E external/local_xla/xla/stream_executor/cuda/cuda_platform.cc:51] failed call to cuInit: INTERNAL: CUDA error: Failed call to cuInit: UNKNOWN ERROR (303)
I0415 22:15:45.489251 123448993188992 max_utils.py:238] Skipping jax distributed system due to skip_jax_distributed_system=True flag.
I0415 22:16:42.873478 123448993188992 max_utils.py:800] System Information: Jax Version: 0.9.2
I0415 22:16:42.873588 123448993188992 max_utils.py:801] System Information: Jaxlib Version: 0.9.2
I0415 22:16:42.873626 123448993188992 max_utils.py:802] System Information: Jax Backend: PJRT C API
TFRT TPU v6 lite
Built on Apr 6 2026 20:48:10 (1775533690) cl/895581894
I0415 22:16:42.873660 123448993188992 train_utils.py:334] WARNING: 'dataset_path' might be pointing your local file system
I0415 22:16:42.873684 123448993188992 train_utils.py:347] WARNING: Sequence packing is essentially ignored for synthetic data. Please use a real dataset to use sequence packing.
I0415 22:16:42.873794 123448993188992 train.py:683] [DECOUPLED NO-OP] skipping cloud diagnostics wrapper.
W0415 22:16:42.967671 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
I0415 22:16:43.382148 123448993188992 maxtext_utils.py:1517] Num_devices: 8, shape (1, 1, 1, 8, 1, 1, 1, 1, 1, 1, 1, 1, 1)
I0415 22:16:43.382514 123448993188992 checkpointing.py:677] Setting up checkpoint logger...
I0415 22:16:43.382562 123448993188992 checkpointing.py:233] Creating checkpoint manager with ocdbt=True and zarr3=True
I0415 22:16:43.382637 123448993188992 pytree_checkpoint_handler.py:577] save_device_host_concurrent_bytes=None
I0415 22:16:43.383375 123448993188992 base_pytree_checkpoint_handler.py:411] Created BasePyTreeCheckpointHandler: use_ocdbt=True, use_zarr3=True, pytree_metadata_options=PyTreeMetadataOptions(support_rich_types=False), array_metadata_store=<orbax.checkpoint._src.metadata.array_metadata_store.Store object at 0x70461f1add90>, enable_pinned_host_transfer=False, save_concurrent_bytes: 96000000000 (89.4 GiB), restore_concurrent_bytes: 96000000000 (89.4 GiB)
I0415 22:16:45.016290 123448993188992 checkpointing.py:265] Enabling policy for fixed interval checkpointing.
I0415 22:16:45.016502 123448993188992 checkpoint_manager.py:702] [process=0][thread=MainThread] CheckpointManager init: checkpointers=None, item_names=('items',), item_handlers={'items': <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x703fa293cbc0>}, handler_registry=None
I0415 22:16:45.016847 123448993188992 composite_checkpoint_handler.py:237] Deferred registration for item: "items". Adding handler `<orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x703fa293cbc0>` for item "items" and save args `<class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeSaveArgs'>` and restore args `<class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeRestoreArgs'>` to `_handler_registry`.
I0415 22:16:45.016899 123448993188992 composite_checkpoint_handler.py:237] Deferred registration for item: "metrics". Adding handler `<orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x703fa293d880>` for item "metrics" and save args `<class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonSaveArgs'>` and restore args `<class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonRestoreArgs'>` to `_handler_registry`.
I0415 22:16:45.016928 123448993188992 composite_checkpoint_handler.py:505] Initialized registry DefaultCheckpointHandlerRegistry({('items', <class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeSaveArgs'>): <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x703fa293cbc0>, ('items', <class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeRestoreArgs'>): <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x703fa293cbc0>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonSaveArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x703fa293d880>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonRestoreArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x703fa293d880>}).
I0415 22:16:45.017254 123448993188992 abstract_checkpointer.py:35] orbax-checkpoint version: 0.11.28
I0415 22:16:45.017310 123448993188992 async_checkpointer.py:177] [process=0][thread=MainThread] Using barrier_sync_fn: <function get_barrier_sync_fn.<locals>.<lambda> at 0x703fa29353a0> timeout: 600 secs and primary_host=0 for async checkpoint writes
I0415 22:16:45.408756 123342883391040 checkpoint.py:228] Read Metadata={'item_handlers': {'items': 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler'}, 'metrics': {}, 'performance_metrics': {}, 'init_timestamp_nsecs': 1776291226823400748, 'commit_timestamp_nsecs': 1776291269094302607, 'custom_metadata': {}} from gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/5/_CHECKPOINT_METADATA
I0415 22:16:45.489178 123342883391040 checkpoint_manager.py:1847] Missing metrics for step 5
I0415 22:16:45.519407 123448993188992 checkpoint_manager.py:1788] Found 3 checkpoint steps in gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints
I0415 22:16:45.519865 123448993188992 checkpoint_manager.py:921] [process=0][thread=MainThread] CheckpointManager created,  primary_host=0, CheckpointManagerOptions=CheckpointManagerOptions(save_interval_steps=1, max_to_keep=None, keep_time_interval=None, keep_period=None, should_keep_fn=None, best_fn=None, best_mode='max', keep_checkpoints_without_metrics=True, step_prefix=None, step_format_fixed_length=None, step_name_format=None, create=True, cleanup_tmp_directories=False, save_on_steps=frozenset(), single_host_load_and_broadcast=False, todelete_subdir=None, todelete_full_path=None, enable_hns=False, enable_background_delete=False, read_only=False, enable_async_checkpointing=True, async_options=None, multiprocessing_options=MultiprocessingOptions(primary_host=0, active_processes=None, barrier_sync_key_prefix=None), should_save_fn=None, file_options=FileOptions(path_permission_mode=None), save_root_metadata=True, temporary_path_class=None, save_decision_policy=FixedIntervalPolicy(interval=5), preservation_policy=LatestN(n=None), prevent_write_metrics=False, enable_should_save_is_saving_in_progress_check=True, enable_per_process_directory_creation=False), root_directory=gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints: <orbax.checkpoint.checkpoint_manager.CheckpointManager object at 0x703fa293c260>
I0415 22:16:45.519962 123448993188992 checkpointing.py:301] Checkpoint manager created!
W0415 22:16:45.536926 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
I0415 22:16:45.718611 123448993188992 nnx_wrappers.py:437] Unknown Logical: bfloat16[8,2048,2048]....................................... ('activation_batch', 'activation_norm_length', 'activation_embed').
I0415 22:16:45.718708 123448993188992 nnx_wrappers.py:437] Unknown Physical: bfloat16[8,2048,2048]....................................... ('fsdp', None, None).
I0415 22:16:45.811550 123448993188992 attentions.py:1088] attentions/inputs_q Logical: bfloat16[8,2048,2048]....................................... ('activation_batch', 'activation_attn_length', 'activation_attn_embed').
I0415 22:16:45.811626 123448993188992 attentions.py:1088] attentions/inputs_q Physical: bfloat16[8,2048,2048]....................................... ('fsdp', None, None).
I0415 22:16:45.825885 123448993188992 attentions.py:1089] attentions/inputs_kv Logical: bfloat16[8,2048,2048]....................................... ('activation_batch', 'activation_attn_length', 'activation_attn_embed').
I0415 22:16:45.825932 123448993188992 attentions.py:1089] attentions/inputs_kv Physical: bfloat16[8,2048,2048]....................................... ('fsdp', None, None).
I0415 22:16:45.846523 123448993188992 attentions.py:1154] attentions/query Logical: bfloat16[8,2048,16,128]..................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim').
I0415 22:16:45.846578 123448993188992 attentions.py:1154] attentions/query Physical: bfloat16[8,2048,16,128]..................................... ('fsdp', None, None, None).
I0415 22:16:45.860917 123448993188992 attentions.py:1155] attentions/key Logical: bfloat16[8,2048,16,128]..................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim').
I0415 22:16:45.860966 123448993188992 attentions.py:1155] attentions/key Physical: bfloat16[8,2048,16,128]..................................... ('fsdp', None, None, None).
I0415 22:16:45.875312 123448993188992 attentions.py:1156] attentions/value Logical: bfloat16[8,2048,16,128]..................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim').
I0415 22:16:45.875360 123448993188992 attentions.py:1156] attentions/value Physical: bfloat16[8,2048,16,128]..................................... ('fsdp', None, None, None).
I0415 22:16:45.897171 123448993188992 attentions.py:1197] attentions/out Logical: bfloat16[8,2048,16,128]..................................... ('activation_batch', 'activation_attn_length', 'activation_heads', 'activation_kv').
I0415 22:16:45.897227 123448993188992 attentions.py:1197] attentions/out Physical: bfloat16[8,2048,16,128]..................................... ('fsdp', None, None, None).
I0415 22:16:45.915627 123448993188992 linears.py:525] linears/x Logical: bfloat16[8,2048,7168]....................................... ('activation_batch', 'activation_length', 'activation_mlp').
I0415 22:16:45.915681 123448993188992 linears.py:525] linears/x Physical: bfloat16[8,2048,7168]....................................... ('fsdp', None, None).
I0415 22:16:46.102486 123448993188992 checkpointing.py:577] checkpoint manager exists so trying to load this run's existing checkpoint
I0415 22:16:46.102582 123448993188992 checkpointing.py:581] restoring from this run's directory step 9
I0415 22:16:46.281381 123448993188992 checkpointer.py:304] Restoring checkpoint from gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/9.
I0415 22:16:46.806285 3294311 google_auth_provider.cc:149] Using credentials at ~/.config/gcloud/application_default_credentials.json
I0415 22:16:46.806351 3294311 google_auth_provider.cc:156] Using OAuth2 AuthProvider
I0415 22:16:52.573064 123448993188992 base_pytree_checkpoint_handler.py:128] [process=0] /jax/checkpoint/read/gbytes_per_sec: 2.073 GiB/s (total gbytes: 12.3 GiB) (time elapsed: 5 seconds) (per-host)
I0415 22:16:52.573457 123448993188992 checkpointer.py:318] Finished restoring checkpoint in 6.38 seconds from gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/9.
I0415 22:16:52.573587 123448993188992 standard_logger.py:34] {'step': 9, 'event_type': 'restore', 'directory': 'gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints', 'checkpointer_start_time': 1776291406.1975315, 'checkpointer_duration_secs': 6.3759925365448, 'checkpoint_manager_start_time': 1776291406.1028256, 'checkpoint_manager_duration_secs': 6.470703601837158}
[DECOUPLED NO-OP] gcs_storage: using stubs.
[DECOUPLED NO-OP] mldiagnostics: using stub.
[DECOUPLED NO-OP] mldiagnostics: using stub.
[DECOUPLED NO-OP] mldiagnostics: using stub.
[DECOUPLED NO-OP] workload_monitor: using stub.
[DECOUPLED NO-OP] vertex_tensorboard: using stub.
fsdp: 8
I0415 22:16:52.956852 123448993188992 maxtext_utils.py:1620]  params/params/decoder/decoder_norm/scale
    Shape:     float32[2048]
    Logical:   P('norm',)
    Physical:  (None,)
I0415 22:16:52.956960 123448993188992 maxtext_utils.py:1620]  params/params/decoder/layers/mlp/wi_0/kernel
    Shape:     float32[2048,16,7168]
    Logical:   P('embed', 'layers', 'mlp')
    Physical:  ('fsdp', None, None)
I0415 22:16:52.957001 123448993188992 maxtext_utils.py:1620]  params/params/decoder/layers/mlp/wi_1/kernel
    Shape:     float32[2048,16,7168]
    Logical:   P('embed', 'layers', 'mlp')
    Physical:  ('fsdp', None, None)
I0415 22:16:52.957058 123448993188992 maxtext_utils.py:1620]  params/params/decoder/layers/mlp/wo/kernel
    Shape:     float32[7168,16,2048]
    Logical:   P('mlp', 'layers', 'embed')
    Physical:  (None, None, 'fsdp')
I0415 22:16:52.957102 123448993188992 maxtext_utils.py:1620]  params/params/decoder/layers/post_self_attention_layer_norm/scale
    Shape:     float32[2048,16]
    Logical:   P('norm', 'layers')
    Physical:  (None, None)
I0415 22:16:52.957129 123448993188992 maxtext_utils.py:1620]  params/params/decoder/layers/pre_self_attention_layer_norm/scale
    Shape:     float32[2048,16]
    Logical:   P('norm', 'layers')
    Physical:  (None, None)
I0415 22:16:52.957166 123448993188992 maxtext_utils.py:1620]  params/params/decoder/layers/self_attention/key/kernel
    Shape:     float32[2048,16,16,128]
    Logical:   P('embed', 'layers', 'kv_heads', 'kv_head_dim')
    Physical:  ('fsdp', None, None, None)
I0415 22:16:52.957204 123448993188992 maxtext_utils.py:1620]  params/params/decoder/layers/self_attention/out/kernel
    Shape:     float32[16,16,128,2048]
    Logical:   P('heads', 'layers', 'kv', 'embed')
    Physical:  (None, None, None, 'fsdp')
I0415 22:16:52.957233 123448993188992 maxtext_utils.py:1620]  params/params/decoder/layers/self_attention/query/kernel
    Shape:     float32[2048,16,16,128]
    Logical:   P('embed', 'layers', 'q_heads', 'kv')
    Physical:  ('fsdp', None, None, None)
I0415 22:16:52.957259 123448993188992 maxtext_utils.py:1620]  params/params/decoder/layers/self_attention/value/kernel
    Shape:     float32[2048,16,16,128]
    Logical:   P('embed', 'layers', 'kv_heads', 'kv_head_dim')
    Physical:  ('fsdp', None, None, None)
I0415 22:16:52.957294 123448993188992 maxtext_utils.py:1620]  params/params/decoder/logits_dense/kernel
    Shape:     float32[2048,32000]
    Logical:   P('embed_vocab', 'vocab')
    Physical:  ('fsdp', None)
I0415 22:16:52.957328 123448993188992 maxtext_utils.py:1620]  params/params/token_embedder/embedding
    Shape:     float32[32000,2048]
    Logical:   P('vocab', 'embed_vocab')
    Physical:  (None, 'fsdp')

I0415 22:16:53.380434 123448993188992 train.py:155] train/xent Logical: float32[8,2048]............................................. ('activation_embed_and_logits_batch', 'activation_length').
I0415 22:16:53.380516 123448993188992 train.py:155] train/xent Physical: float32[8,2048]............................................. ('fsdp', None).
I0415 22:16:53.394158 123448993188992 train.py:162] train/z_loss Logical: float32[8,2048]............................................. ('activation_embed_and_logits_batch', 'activation_length').
I0415 22:16:53.394209 123448993188992 train.py:162] train/z_loss Physical: float32[8,2048]............................................. ('fsdp', None).
W0415 22:16:54.059412 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
I0415 22:16:54.124540 123448993188992 max_utils.py:791] Total memory size: 3.6 GB, Output size: 1.5 GB, Temp size: 2.0 GB, Argument size: 1.5 GB, Host temp size: 0.0 GB.
I0415 22:16:54.125034 123448993188992 max_utils.py:194] tensorboardX not available; using no-op SummaryWriter.
I0415 22:16:54.125191 123448993188992 metric_logger.py:289] number parameters: 1.104 billion
W0415 22:16:54.941079 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
I0415 22:16:55.011954 123448993188992 checkpointing.py:772] Waiting for step 10 to finish before checkpoint...
I0415 22:16:55.128859 123448993188992 checkpointing.py:776] Waited 0.11688852310180664 seconds for step 10 to finish before starting checkpointing.
I0415 22:16:55.129301 123448993188992 checkpoint_manager.py:1983] [process=0][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning.
I0415 22:16:55.129459 123448993188992 checkpoint_manager.py:1501] [process=0] Saving checkpoint at step 10
I0415 22:16:55.129750 123448993188992 async_checkpointer.py:452] [process=0] Started async saving checkpoint to gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/10.
I0415 22:16:55.213442 123448993188992 signaling_client.py:373] Using ThreadSafeKeyValueSignalingClient
I0415 22:16:55.293747 123448993188992 jax_array_handlers.py:347] Scheduling D2H of 39 prioritized jax.Array.
I0415 22:16:55.293835 123448993188992 replica_slices.py:410] Transferring arrays to host memory with options: use_replica_parallel=True, min_slice_bytes_for_replica_parallel=None, max_replicas_for_replica_parallel=None, enable_pinned_host_transfer=False
I0415 22:16:55.305340 123341262292544 atomicity.py:137] Creating tmp directory gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/10
W0415 22:16:55.517842 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
W0415 22:16:55.540091 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
W0415 22:16:55.544611 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
W0415 22:16:55.548721 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
W0415 22:16:55.552595 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
W0415 22:16:55.556797 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
W0415 22:16:55.560663 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
W0415 22:16:55.564432 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
I0415 22:16:55.974024 123341251806784 atomicity.py:137] Creating tmp directory gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/10/items
I0415 22:16:56.128537 123341220349504 checkpoint.py:188] Wrote Metadata={'item_handlers': None, 'metrics': {}, 'performance_metrics': {}, 'init_timestamp_nsecs': 1776291415893097045, 'commit_timestamp_nsecs': None, 'custom_metadata': {}}, json={"item_handlers": null, "metrics": {}, "performance_metrics": {}, "init_timestamp_nsecs": 1776291415893097045, "commit_timestamp_nsecs": null, "custom_metadata": {}} to gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/10/_CHECKPOINT_METADATA
I0415 22:17:04.146846 123448993188992 base_pytree_checkpoint_handler.py:153] [process=0][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 8.853453s
I0415 22:17:04.151200 123448993188992 base_pytree_checkpoint_handler.py:128] [process=0] /jax/checkpoint/write/blocking_gbytes_per_sec: 1.381 GiB/s (total gbytes: 12.3 GiB) (time elapsed: 8 seconds) (per-host)
I0415 22:17:04.151261 123448993188992 base_pytree_checkpoint_handler.py:732] [process=0][thread=MainThread] Initiated Pytree async_save. Time taken: 8.936941s (batch_requests_ready=0.076427s, total_serialization_initiated=8.856272s, others=0.004243s)
I0415 22:17:04.151333 123448993188992 composite_checkpoint_handler.py:715] [process=0][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 8.937474s (all_items=0.000018s, per_item={'items': '0.00001788'}, temp_paths=8.937457)
I0415 22:17:04.152574 123341272778304 async_checkpointer.py:79] [process=0][thread=async_save] Background save thread started.
I0415 22:17:04.152655 123448993188992 async_checkpointer.py:561] Finished blocking save. Time taken: 9.023154s. Continuing background save to gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/10.
I0415 22:17:04.152838 123448993188992 checkpoint_manager.py:1549] [process=0][thread=MainThread][step=10] Starting CheckpointManager Save Finalize thread=save_finalize
I0415 22:17:04.153002 123341262292544 async_checkpointer.py:265] [process=0][thread=save_finalize] Waiting for background save thread=async_save.
I0415 22:17:04.153103 123448993188992 standard_logger.py:34] {'step': 10, 'event_type': 'save', 'directory': 'gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1776291415.1292872, 'wait_for_prev_duration_secs': 4.1961669921875e-05, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1776291415.129482, 'checkpointer_blocking_duration_secs': 9.023280382156372, 'get_old_steps_start_time': 1776291424.1527789, 'get_old_steps_duration_secs': 2.384185791015625e-05, 'checkpoint_manager_blocking_start_time': 1776291415.1292038, 'checkpoint_manager_blocking_duration_secs': 9.023872137069702}
I0415 22:17:04.153213 123448993188992 checkpointing.py:408] Started an asynchronous checkpoint save for step 10
I0415 22:17:04.153252 123448993188992 max_utils.py:750] 
Memstats: After params initialized:
I0415 22:17:04.153296 123448993188992 max_utils.py:756] 	Using (GB) 1.59 / 31.25 (5.088000%) on TPU_0(process=0,(0,0,0,0))
I0415 22:17:04.153321 123448993188992 max_utils.py:756] 	Using (GB) 1.59 / 31.25 (5.088000%) on TPU_1(process=0,(1,0,0,0))
I0415 22:17:04.153340 123448993188992 max_utils.py:756] 	Using (GB) 1.59 / 31.25 (5.088000%) on TPU_2(process=0,(0,1,0,0))
I0415 22:17:04.153359 123448993188992 max_utils.py:756] 	Using (GB) 1.59 / 31.25 (5.088000%) on TPU_3(process=0,(1,1,0,0))
I0415 22:17:04.153377 123448993188992 max_utils.py:756] 	Using (GB) 1.59 / 31.25 (5.088000%) on TPU_4(process=0,(0,2,0,0))
I0415 22:17:04.153397 123448993188992 max_utils.py:756] 	Using (GB) 1.59 / 31.25 (5.088000%) on TPU_5(process=0,(1,2,0,0))
I0415 22:17:04.153415 123448993188992 max_utils.py:756] 	Using (GB) 1.59 / 31.25 (5.088000%) on TPU_6(process=0,(0,3,0,0))
I0415 22:17:04.153433 123448993188992 max_utils.py:756] 	Using (GB) 1.59 / 31.25 (5.088000%) on TPU_7(process=0,(1,3,0,0))
W0415 22:17:04.158851 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
W0415 22:17:04.164761 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
W0415 22:17:04.169025 3292719 pjrt_executable.cc:642] Assume version compatibility. PjRt-IFRT does not track XLA executable versions.
I0415 22:17:04.356245 123448993188992 metric_logger.py:185] completed step: 10, seconds: 0.886, TFLOP/s/device: 15.331, Tokens/s/device: 2310.850, total_weights: 16384, loss: 3.602
I0415 22:17:04.472384 123448993188992 metric_logger.py:185] completed step: 11, seconds: 9.343, TFLOP/s/device: 1.454, Tokens/s/device: 219.208, total_weights: 16384, loss: 3.101
I0415 22:17:04.590579 123448993188992 metric_logger.py:185] completed step: 12, seconds: 0.005, TFLOP/s/device: 2687.328, Tokens/s/device: 405063.291, total_weights: 16384, loss: 2.684
I0415 22:17:04.709017 123448993188992 metric_logger.py:185] completed step: 13, seconds: 0.117, TFLOP/s/device: 116.469, Tokens/s/device: 17555.439, total_weights: 16384, loss: 2.348
I0415 22:17:04.713377 123448993188992 checkpointing.py:772] Waiting for step 15 to finish before checkpoint...
I0415 22:17:04.875970 123341230835264 array_metadata_store.py:203] [process=0][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/10/items/array_metadatas/process_0
I0415 22:17:04.945168 123448993188992 checkpointing.py:776] Waited 0.23176813125610352 seconds for step 15 to finish before starting checkpointing.
I0415 22:17:04.945541 123448993188992 checkpoint_manager.py:1994] [process=0][thread=MainThread][step=10][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete.
I0415 22:17:33.911066 123341251806784 base_pytree_checkpoint_handler.py:1217] [process=0][thread=write_metadata_after_commits] Commit + Array metadata written. Time taken: 29.759162s (commit=29.315727s, array_metadata_write=0.443435s)
I0415 22:17:33.912119 123341272778304 base_pytree_checkpoint_handler.py:128] [process=0] /jax/checkpoint/write/gbytes_per_sec: 326.551 MiB/s (total gbytes: 12.3 GiB) (time elapsed: 38 seconds) (per-host)
I0415 22:17:33.912177 123341272778304 async_checkpointer.py:90] [process=0][thread=async_save] 3 Handler Commit operations completed. Time taken: 29.759473s.
I0415 22:17:34.312394 123341272778304 array_metadata_store.py:367] [process=0][thread=async_save] Skipped cross-host ArrayMetadata validation because only one process is found: process_index=0.
I0415 22:17:34.518285 123341220349504 checkpoint.py:247] Updated Metadata={'item_handlers': {'items': 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler'}, 'metrics': {}, 'performance_metrics': {}, 'init_timestamp_nsecs': 1776291415893097045, 'commit_timestamp_nsecs': None, 'custom_metadata': {}} to gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/10/_CHECKPOINT_METADATA
I0415 22:17:34.765127 123341272778304 ocdbt_utils.py:56] Param validation support for Zarr3 will be added later (b/362328389).
I0415 22:17:34.765699 123341272778304 base_pytree_checkpoint_handler.py:1342] [process=0][thread=async_save] Pytree save finalize (merge_ocdbt + ArrayMetadata validation) completed. Time taken: 0.591568s. use_zarr3=True, enable_post_merge_validation=True, directory=gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/10/items
I0415 22:17:34.766375 123341272778304 atomicity.py:608] Finalizing gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/10/items
I0415 22:17:35.001126 123341272778304 atomicity.py:608] Finalizing gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/10
I0415 22:17:35.680818 123341272778304 atomicity.py:794] [process=0][thread=async_save] Finished saving checkpoint (finalized tmp dir) to `gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/10`.
I0415 22:17:35.681423 123341272778304 async_checkpointer.py:420] Finished async_save (blocking + background). Time taken: 40.551929s. directory=gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/10
I0415 22:17:35.681498 123341272778304 async_checkpointer.py:144] [process=0][thread=async_save] Background save thread done. Time taken: 31.528795s.
I0415 22:17:35.681680 123341262292544 async_checkpointer.py:273] [process=0][thread=save_finalize] Done with waiting for background save thread=async_save.
I0415 22:17:35.681785 123341262292544 async_checkpointer.py:283] [process=0][thread=save_finalize] No errors found in background save thread=async_save.
I0415 22:17:35.681849 123341262292544 checkpoint_manager.py:2103] [process=0][thread=save_finalize][step=10] CheckpointManager Save Finalize is syncing with other hosts...
I0415 22:17:35.681897 123341262292544 checkpoint_manager.py:2112] [process=0][thread=save_finalize][step=10] CheckpointManager Save Finalize is done on all hosts.
I0415 22:17:35.682282 123448993188992 checkpoint_manager.py:2006] [process=0][thread=MainThread][step=10][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=10.
W0415 22:17:35.683244 123448993188992 checkpoint_manager.py:1441] Waiting for previous save to complete took 30.737703 seconds. If this number is high, consider checkpointing less frequently.
I0415 22:17:35.684070 123448993188992 checkpoint_manager.py:1501] [process=0] Saving checkpoint at step 15
I0415 22:17:35.684354 123448993188992 async_checkpointer.py:452] [process=0] Started async saving checkpoint to gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/15.
I0415 22:17:35.878474 123448993188992 jax_array_handlers.py:347] Scheduling D2H of 39 prioritized jax.Array.
I0415 22:17:35.878561 123448993188992 replica_slices.py:410] Transferring arrays to host memory with options: use_replica_parallel=True, min_slice_bytes_for_replica_parallel=None, max_replicas_for_replica_parallel=None, enable_pinned_host_transfer=False
I0415 22:17:35.880227 123341262292544 atomicity.py:137] Creating tmp directory gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/15
I0415 22:17:36.583682 123341209863744 atomicity.py:137] Creating tmp directory gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/15/items
I0415 22:17:39.451666 123448993188992 base_pytree_checkpoint_handler.py:153] [process=0][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 3.573586s
I0415 22:17:39.455722 123448993188992 base_pytree_checkpoint_handler.py:128] [process=0] /jax/checkpoint/write/blocking_gbytes_per_sec: 3.359 GiB/s (total gbytes: 12.3 GiB) (time elapsed: 3 seconds) (per-host)
I0415 22:17:39.455783 123448993188992 base_pytree_checkpoint_handler.py:732] [process=0][thread=MainThread] Initiated Pytree async_save. Time taken: 3.674327s (batch_requests_ready=0.093479s, total_serialization_initiated=3.576895s, others=0.003953s)
I0415 22:17:39.455856 123448993188992 composite_checkpoint_handler.py:715] [process=0][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 3.675063s (all_items=0.000015s, per_item={'items': '0.00001454'}, temp_paths=3.675048)
I0415 22:17:39.457401 123342830962240 async_checkpointer.py:79] [process=0][thread=async_save] Background save thread started.
I0415 22:17:39.457484 123448993188992 async_checkpointer.py:561] Finished blocking save. Time taken: 3.773369s. Continuing background save to gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/15.
I0415 22:17:39.457685 123448993188992 checkpoint_manager.py:1549] [process=0][thread=MainThread][step=15] Starting CheckpointManager Save Finalize thread=save_finalize
I0415 22:17:39.457840 123341272778304 async_checkpointer.py:265] [process=0][thread=save_finalize] Waiting for background save thread=async_save.
I0415 22:17:39.457942 123448993188992 standard_logger.py:34] {'step': 15, 'event_type': 'save', 'directory': 'gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1776291424.9455185, 'wait_for_prev_duration_secs': 30.73770260810852, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1776291455.6840954, 'checkpointer_blocking_duration_secs': 3.773502826690674, 'get_old_steps_start_time': 1776291459.4576142, 'get_old_steps_duration_secs': 2.9087066650390625e-05, 'checkpoint_manager_blocking_start_time': 1776291424.9454522, 'checkpoint_manager_blocking_duration_secs': 34.51246523857117}
I0415 22:17:39.458085 123448993188992 checkpointing.py:408] Started an asynchronous checkpoint save for step 15
I0415 22:17:39.458532 123448993188992 metric_logger.py:185] completed step: 14, seconds: 0.118, TFLOP/s/device: 114.793, Tokens/s/device: 17302.851, total_weights: 16384, loss: 2.083
I0415 22:17:39.465489 123448993188992 metric_logger.py:185] completed step: 15, seconds: 0.118, TFLOP/s/device: 114.688, Tokens/s/device: 17287.077, total_weights: 16384, loss: 1.880
I0415 22:17:39.581810 123448993188992 metric_logger.py:185] completed step: 16, seconds: 34.751, TFLOP/s/device: 0.391, Tokens/s/device: 58.934, total_weights: 16384, loss: 1.726
I0415 22:17:39.700253 123448993188992 metric_logger.py:185] completed step: 17, seconds: 0.005, TFLOP/s/device: 2553.012, Tokens/s/device: 384817.738, total_weights: 16384, loss: 1.610
I0415 22:17:39.818475 123448993188992 metric_logger.py:185] completed step: 18, seconds: 0.117, TFLOP/s/device: 115.885, Tokens/s/device: 17467.398, total_weights: 16384, loss: 1.521
I0415 22:17:39.936327 123448993188992 checkpointing.py:772] Waiting for step 19 to finish before checkpoint...
I0415 22:17:39.937187 123448993188992 checkpointing.py:776] Waited 0.0008909702301025391 seconds for step 19 to finish before starting checkpointing.
I0415 22:17:39.937424 123448993188992 checkpoint_manager.py:1994] [process=0][thread=MainThread][step=15][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete.
I0415 22:17:40.202001 123342841448000 array_metadata_store.py:203] [process=0][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/15/items/array_metadatas/process_0
I0415 22:18:04.662126 123341209863744 base_pytree_checkpoint_handler.py:1217] [process=0][thread=write_metadata_after_commits] Commit + Array metadata written. Time taken: 25.205681s (commit=24.748200s, array_metadata_write=0.457481s)
I0415 22:18:04.663063 123342830962240 base_pytree_checkpoint_handler.py:128] [process=0] /jax/checkpoint/write/gbytes_per_sec: 437.538 MiB/s (total gbytes: 12.3 GiB) (time elapsed: 28 seconds) (per-host)
I0415 22:18:04.663113 123342830962240 async_checkpointer.py:90] [process=0][thread=async_save] 3 Handler Commit operations completed. Time taken: 25.205586s.
I0415 22:18:05.099053 123342830962240 array_metadata_store.py:367] [process=0][thread=async_save] Skipped cross-host ArrayMetadata validation because only one process is found: process_index=0.
I0415 22:18:05.542353 123342830962240 ocdbt_utils.py:56] Param validation support for Zarr3 will be added later (b/362328389).
I0415 22:18:05.543015 123342830962240 base_pytree_checkpoint_handler.py:1342] [process=0][thread=async_save] Pytree save finalize (merge_ocdbt + ArrayMetadata validation) completed. Time taken: 0.582975s. use_zarr3=True, enable_post_merge_validation=True, directory=gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/15/items
I0415 22:18:05.543659 123342830962240 atomicity.py:608] Finalizing gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/15/items
I0415 22:18:05.798960 123342830962240 atomicity.py:608] Finalizing gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/15
I0415 22:18:06.485565 123342830962240 atomicity.py:794] [process=0][thread=async_save] Finished saving checkpoint (finalized tmp dir) to `gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/15`.
I0415 22:18:06.486201 123342830962240 async_checkpointer.py:420] Finished async_save (blocking + background). Time taken: 30.802091s. directory=gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/15
I0415 22:18:06.486269 123342830962240 async_checkpointer.py:144] [process=0][thread=async_save] Background save thread done. Time taken: 27.028743s.
I0415 22:18:06.486440 123341272778304 async_checkpointer.py:273] [process=0][thread=save_finalize] Done with waiting for background save thread=async_save.
I0415 22:18:06.486536 123341272778304 async_checkpointer.py:283] [process=0][thread=save_finalize] No errors found in background save thread=async_save.
I0415 22:18:06.486597 123341272778304 checkpoint_manager.py:2103] [process=0][thread=save_finalize][step=15] CheckpointManager Save Finalize is syncing with other hosts...
I0415 22:18:06.486650 123341272778304 checkpoint_manager.py:2112] [process=0][thread=save_finalize][step=15] CheckpointManager Save Finalize is done on all hosts.
I0415 22:18:06.486899 123448993188992 checkpoint_manager.py:2006] [process=0][thread=MainThread][step=15][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=15.
W0415 22:18:06.487486 123448993188992 checkpoint_manager.py:1441] Waiting for previous save to complete took 26.550066 seconds. If this number is high, consider checkpointing less frequently.
I0415 22:18:06.487962 123448993188992 checkpoint_manager.py:1501] [process=0] Saving checkpoint at step 19
I0415 22:18:06.488391 123448993188992 async_checkpointer.py:452] [process=0] Started async saving checkpoint to gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/19.
I0415 22:18:06.664440 123341272778304 atomicity.py:137] Creating tmp directory gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/19
I0415 22:18:06.670215 123448993188992 jax_array_handlers.py:347] Scheduling D2H of 39 prioritized jax.Array.
I0415 22:18:06.670305 123448993188992 replica_slices.py:410] Transferring arrays to host memory with options: use_replica_parallel=True, min_slice_bytes_for_replica_parallel=None, max_replicas_for_replica_parallel=None, enable_pinned_host_transfer=False
I0415 22:18:07.367842 123342799504960 atomicity.py:137] Creating tmp directory gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/19/items
I0415 22:18:16.562609 123448993188992 base_pytree_checkpoint_handler.py:153] [process=0][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 9.892791s
I0415 22:18:16.566644 123448993188992 base_pytree_checkpoint_handler.py:128] [process=0] /jax/checkpoint/write/blocking_gbytes_per_sec: 1.236 GiB/s (total gbytes: 12.3 GiB) (time elapsed: 9 seconds) (per-host)
I0415 22:18:16.566709 123448993188992 base_pytree_checkpoint_handler.py:732] [process=0][thread=MainThread] Initiated Pytree async_save. Time taken: 9.986058s (batch_requests_ready=0.086097s, total_serialization_initiated=9.896034s, others=0.003928s)
I0415 22:18:16.566783 123448993188992 composite_checkpoint_handler.py:715] [process=0][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 9.986555s (all_items=0.000017s, per_item={'items': '0.00001669'}, temp_paths=9.986538)
I0415 22:18:16.568367 123341272778304 async_checkpointer.py:79] [process=0][thread=async_save] Background save thread started.
I0415 22:18:16.568472 123448993188992 async_checkpointer.py:561] Finished blocking save. Time taken: 10.080466s. Continuing background save to gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/19.
I0415 22:18:16.568639 123448993188992 checkpoint_manager.py:1549] [process=0][thread=MainThread][step=19] Starting CheckpointManager Save Finalize thread=save_finalize
I0415 22:18:16.568807 123342830962240 async_checkpointer.py:265] [process=0][thread=save_finalize] Waiting for background save thread=async_save.
I0415 22:18:16.568916 123448993188992 standard_logger.py:34] {'step': 19, 'event_type': 'save', 'directory': 'gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1776291459.9373991, 'wait_for_prev_duration_secs': 26.550065994262695, 'time_between_consecutive_saves_sec': 4.255486488342285, 'checkpointer_blocking_start_time': 1776291486.487988, 'checkpointer_blocking_duration_secs': 10.080584526062012, 'get_old_steps_start_time': 1776291496.5685835, 'get_old_steps_duration_secs': 2.1457672119140625e-05, 'checkpoint_manager_blocking_start_time': 1776291459.9373674, 'checkpoint_manager_blocking_duration_secs': 36.63152289390564}
I0415 22:18:16.569040 123448993188992 checkpointing.py:408] Started an asynchronous checkpoint save for step 19
I0415 22:18:16.569085 123448993188992 checkpoint_manager.py:1994] [process=0][thread=MainThread][step=19][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete.
I0415 22:18:17.315836 123342841448000 array_metadata_store.py:203] [process=0][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/19/items/array_metadatas/process_0
I0415 22:18:52.185615 123342799504960 base_pytree_checkpoint_handler.py:1217] [process=0][thread=write_metadata_after_commits] Commit + Array metadata written. Time taken: 35.618229s (commit=35.163767s, array_metadata_write=0.454462s)
I0415 22:18:52.186681 123341272778304 base_pytree_checkpoint_handler.py:128] [process=0] /jax/checkpoint/write/gbytes_per_sec: 277.086 MiB/s (total gbytes: 12.3 GiB) (time elapsed: 45 seconds) (per-host)
I0415 22:18:52.186742 123341272778304 async_checkpointer.py:90] [process=0][thread=async_save] 3 Handler Commit operations completed. Time taken: 35.618228s.
I0415 22:18:52.639396 123341272778304 array_metadata_store.py:367] [process=0][thread=async_save] Skipped cross-host ArrayMetadata validation because only one process is found: process_index=0.
I0415 22:18:53.056246 123341272778304 ocdbt_utils.py:56] Param validation support for Zarr3 will be added later (b/362328389).
I0415 22:18:53.056912 123341272778304 base_pytree_checkpoint_handler.py:1342] [process=0][thread=async_save] Pytree save finalize (merge_ocdbt + ArrayMetadata validation) completed. Time taken: 0.571064s. use_zarr3=True, enable_post_merge_validation=True, directory=gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/19/items
I0415 22:18:53.057581 123341272778304 atomicity.py:608] Finalizing gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/19/items
I0415 22:18:53.304157 123341272778304 atomicity.py:608] Finalizing gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/19
I0415 22:18:53.978709 123341272778304 atomicity.py:794] [process=0][thread=async_save] Finished saving checkpoint (finalized tmp dir) to `gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/19`.
I0415 22:18:53.979351 123341272778304 async_checkpointer.py:420] Finished async_save (blocking + background). Time taken: 47.491352s. directory=gs://wanglance-maxtext/linen_ckpt_main_20260415_211126/linen_main_20260415_211126_16_zarr3_true/checkpoints/19
I0415 22:18:53.979417 123341272778304 async_checkpointer.py:144] [process=0][thread=async_save] Background save thread done. Time taken: 37.410903s.
I0415 22:18:53.979597 123342830962240 async_checkpointer.py:273] [process=0][thread=save_finalize] Done with waiting for background save thread=async_save.
I0415 22:18:53.979705 123342830962240 async_checkpointer.py:283] [process=0][thread=save_finalize] No errors found in background save thread=async_save.
I0415 22:18:53.979766 123342830962240 checkpoint_manager.py:2103] [process=0][thread=save_finalize][step=19] CheckpointManager Save Finalize is syncing with other hosts...
I0415 22:18:53.979811 123342830962240 checkpoint_manager.py:2112] [process=0][thread=save_finalize][step=19] CheckpointManager Save Finalize is done on all hosts.
I0415 22:18:53.979957 123448993188992 checkpoint_manager.py:2006] [process=0][thread=MainThread][step=19][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=19.
I0415 22:18:53.980112 123448993188992 checkpoint_manager.py:1983] [process=0][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning.
I0415 22:18:53.981008 123448993188992 metric_logger.py:185] completed step: 19, seconds: 0.119, TFLOP/s/device: 114.508, Tokens/s/device: 17259.833, total_weights: 16384, loss: 1.449
Per train step:
 Total TFLOPs: 13.59 
 split as 93.93% learnable weight flops and 6.07% attention flops