| 2026-07-27 12:03:34.947 2012bc4f83ae:0 olmo.util:275 INFO Set up torchrun environment |
| 2026-07-27 12:03:35.197 2012bc4f83ae:0 train:61 INFO Configuration: |
| 2026-07-27 12:03:35.198 2012bc4f83ae:0 train:62 INFO TrainConfig(run_name='firewarning-molmopoint-strong-curated-ground-v1', model=MolmoPointConfig(model_name='token_indexing_video_molmo2', data_formatter=MolmoPointDataFormatter(prompt_templates='none', message_format='qwen3', system_prompt='style_and_length_v2', always_start_with_space=False, default_inference_len=65, select_answer='best', debug=False, eval_system_prompt_mapping=None, p_choice_content_in_mc=1.0, points_decimal_places=1, use_seperate_non_pointing_qa_style=False, timestamp_mode='50-percent-seconds', output_timestamp_mode='seconds', seconds_decimal_places=1, p_multi_point_all_image=0.0, use_seperate_count_without_pointing_style=False, sample_random_initial_point=True, _point_start_token=False, include_point_number='no_space_id_last', _end_with_patch=True, _location_token=True), llm=LlmConfig(d_model=4096, n_heads=32, n_kv_heads=8, head_dim=128, qkv_bias=False, clip_qkv=None, n_layers=36, mlp_ratio=4, mlp_hidden_size=24576, activation_type='swiglu', block_type='sequential', rope=True, rope_full_precision=True, rope_theta=1000000.0, rope_type='default', rope_factor=None, rope_high_freq_factor=None, rope_low_freq_factor=None, rope_original_max_position_embeddings=None, rope_attention_factor=None, rope_beta_fast=None, rope_beta_slow=None, rope_mscale=None, rope_mscale_all_dim=None, rope_truncate=None, attention_type='sdpa', full_attention_layers=None, sliding_attention_rope_scaling=False, float32_attention=True, attention_dropout=0.0, attention_layer_norm=True, attention_layer_norm_type='qwen3', residual_dropout=0.1, response_residual_dropout=0.0, layer_norm_type='rms', layer_norm_with_affine=True, layer_norm_eps=1e-06, attention_layer_norm_with_affine=True, max_sequence_length=4096, max_position_embeddings=None, include_bias=False, bias_for_layer_norm=None, norm_after=False, moe_num_experts=8, moe_top_k=2, moe_mlp_impl='sparse', moe_log_expert_assignment=False, moe_shared_expert=False, moe_lbl_in_fp32=False, moe_interleave=False, moe_loss_weight=0.1, moe_zloss_weight=None, moe_dropless=True, moe_capacity_factor=1.25, embedding_dropout=0.0, scale_logits=False, vocab_size=151936, additional_vocab_size=128, weight_tying=False, embedding_size=151936, use_position_ids=True, tokenizer=TokenizerConfig(identifier='Qwen/Qwen3-8B', tokenizer_dir=None), can_predict_extra_tokens=True, init_path='/weka/oe-training-default/mm-olmo/pretrained_llms/qwen3-8b.pt', init_incremental=None, new_embedding_init_range=0.02, initializer_range=0.02, normalize_input_embeds=False, activation_checkpoint='whole_layer', compile='blocks', fix_pad_tokenizer=False, init_std=0.02, init_fn='normal', init_cutoff_factor=None), vit=VitConfig(image_model_type='siglip', image_default_input_size=(378, 378), image_patch_size=14, image_pos_patch_size=14, image_emb_dim=1152, image_num_heads=16, image_num_key_value_heads=16, image_num_layers=27, image_head_dim=72, image_mlp_dim=4304, image_mlp_activations='gelu_pytorch_tanh', image_dropout_rate=0.0, image_num_pos=729, image_norm_eps=1e-06, attention_dropout=0.0, residual_dropout=0.0, initializer_range=0.02, float32_attention=True, attention_type='sdpa', sdpa_backend='all', activation_checkpointing=True, init_path='/weka/oe-training-default/mm-olmo/pretrained_image_encoders/siglip2-so400m-14-384.pt', resize_mode='siglip', pad_value=0.0, normalize='siglip'), connector=ConnectorConfig(pooling_attention_mask=True, image_projector='mlp', pooling_out_layer=False, vit_layers=(-3, -9), skip_unused_layers=True, positional_embeddings=None, connector_activation_checkpointing=True, compile_connector=None, normalize_on_gpu=True), mm_preprocessor=MolmoPointPreprocessorConfig(max_answer_len=None, last_message_loss_only=False, max_text_tokens=None, loss_token_weighting=None, video=VideoPreprocessorConfig(max_frames=16, frame_sample_mode='uniform_last_frame', candidate_sampling_fps=[0.25, 0.5, 1.0, 2.0, 4.0, 6.0, 8.0, 16.0], cache_videos=True, loading_method='torchcodec_exact', max_fps=[2.0], time_sampling=True, time_mode='per-frame-compact', subtitle_mode='frame_1', pooling_w=3, pooling_h=3, use_frame_special_tokens=True, per_frame_special_token=True, max_subtitle_tokens=None), image=MultiCropConfig(crop_mode='overlap-and-resize-c2', use_col_tokens=True, max_crops=8, high_res_max_crops=8, p_high_res=0.0, pooling_w=2, pooling_h=2, overlap_margins=[4, 4], max_images=1, max_multi_image_crops=1, multi_image_pooling_w=2, multi_image_pooling_h=2, use_single_crop_col_tokens=False, use_single_crop_start_token=True), remove_repeats=None), bi_directional_attn='image_tokens', shared_low_high_embedding=True, patch_location='3x3', no_more_points_class=True, patch_embed_dim=512, patch_embedding_kind='image_feature0', embed_selected_vit_patch='linear', embed_location=False, layer_norm_x=True, norm_x=True, norm_logits=True, mask_patches='always', sort_points=True, mask_subpatches='inference', mask_repeats='inference', token_prediction_rotary='one_d', token_prediction_rotary_theta=50000.0, token_prediction_rotary_dims=None, debug=None), parallelism=ParallelismConfig(data_parallel_replicate_degree=1, enable_compiled_autograd=False, data_parallel_shard_degree=-1, fsdp_reshard_after_forward='default', context_parallel_config=TransformerContextParallelConfig(degree=1, attention_type='ulysses', load_balancer='ulysses', head_stride=1), tensor_parallel_config=TransformerTensorParallelConfig(degree=1, enable_async=False), data_parallel_config=TransformerDataParallelConfig(name='fsdp', param_dtype=None, reduce_dtype='float32', num_replicas=None, shard_degree=None, wrapping_strategy='full', prefetch_factor=0), context_parallel_rotate_method='allgather'), seed=6198, epoch=None, dry_run=False, ft_llm=False, ft_vit=False, ft_connector=False, ft_embedding='lm_head', optimizer=OptimizerConfig(name='adamw', learning_rate=0.0001, weight_decay=0.0, betas=(0.9, 0.95), eps=1e-05, connector_learning_rate=5e-06, vit_learning_rate=5e-06, llm_learning_rate=1e-05, frame_selector_learning_rate=5e-05, connector_weight_decay=0.0, vit_weight_decay=0.0, llm_weight_decay=0.0, frame_selector_weight_decay=0.0, connector_betas=(0.9, 0.95), vit_betas=(0.9, 0.95), llm_betas=(0.9, 0.95), frame_selector_betas=[0.9, 0.95], connector_eps=1e-06, vit_eps=1e-06, llm_eps=1e-06, frame_selector_eps=1e-06, metrics_log_interval=-1), scheduler=SchedulerConfig(name='multimodal', units='steps', t_warmup=100, t_max=None, alpha_f=0.1, connector_t_warmup=200, vit_t_warmup=200, llm_t_warmup=200, frame_selector_t_warmup=50, temporal_token_scorer_t_warmup=200, grad_clip_warmup_steps=None, grad_clip_warmup_factor=None, warmup_min_lr=0.0), data=DataLoaderConfig(dataset=None, mixture=None, root_size_mixture=None, kwargs_mixture=[KwargsMixture(rate=1.0, datasets=[WeightedDataset(dataset_name='firewarning_pointing', sampling_rate=None, root_size_factor=None, message_weight=MessageWeight(weight=0.35, root_subsegments=False, root_length=False), override_p_high_res=0.3)], name='firewarning_pointing')], split='train', seed=50189, pad='to_max', sequence_length=4096, max_text_seq_len=None, shuffle=True, start_index=0, packing=PackingConfig(buffer_size=48, mode='dynamic_solver', text_weight=1.0, image_weight=30.0, shortcut_max_len_images=False, track_packing_state=False, cp_world_size=1), enable_variable_sized_token_pooling=True, num_workers=8, drop_last=True, pin_memory=True, prefetch_factor=4, persistent_workers=False, timeout=0), restore_dataloader=False, fast_forward_batches=None, evaluators=[], eval_interval=-1, inf_evaluators=[], inf_eval_interval=-1, eval_on_last_step=True, eval_on_load=False, eval_on=[], save_folder='/runpod-volume/firewarning-pointing/checkpoints/molmopoint-strong-curated-ground-v1', checkpointer_config=CheckpointerConfig(save_thread_count=1, load_thread_count=None, pre_download=False, work_dir=None, throttle_uploads=False), canceled_check_interval=50, save_interval=100, save_at=None, save_final_optim=False, save_num_checkpoints_to_keep=4, save_final_unsharded_checkpoint=False, save_interval_ephemeral=None, save_overwrite=True, load_path=None, reset_optimizer_state=False, reset_trainer_state=False, initial_model_checkpoint='/workspace/firewarning-runtime/models/molmopoint-native/pretrain/MolmoPoint-8B-Pretrain/step23000', allow_resume=True, max_duration=600, global_train_batch_size=4, device_train_microbatch_size=1, max_grad_norm=1.0, batch_divisor='global_batch', max_grad_norm_ratio=None, precision='amp_bf16', wandb=None, beaker_log_interval=50, speed_monitor=SpeedMonitorConfig(window_size=20, gpu_flops_available=None), console_log_interval=1, gen1_gc_interval=1, compile=None, activation_checkpointing=True, fsdp=FSDPConfig(fsdp2=True, precision='pure', use_orig_params=True, wrapping_strategy=None, sharding_strategy=<ShardingStrategy.FULL_SHARD: 1>, hybrid_sharding_num_model_replicas=None), softmax_auxiliary_loss=True, softmax_auxiliary_loss_scale=0.0001, response_logits_only=True, saliency_score_loss_wt=None, frame_score_loss_wt=None, frame_score_loss_type='mse', frame_score_loss_target=0.7, time_limit=None, extra_steps_after_cancel=0, python_profiling=False, torch_profiling=False, stop_at=600, stop_after=None, fused_loss=False, compile_loss=False, runtime_data=None, inf_eval_config=InfEvalConfig(distributed=True, offload_model=False, offload_optim=False), save_inloop_predictions=True) |
| 2026-07-27 12:03:35.209 2012bc4f83ae:0 train:89 INFO Not resuming since no latest checkpoint found |
| 2026-07-27 12:03:37.402 2012bc4f83ae:0 root:139 INFO Padding tokenizer with 267 tokens |
| 2026-07-27 12:03:38.438 2012bc4f83ae:0 train:116 INFO Freezing connector |
| 2026-07-27 12:03:38.439 2012bc4f83ae:0 train:120 INFO Freezing vision backbone |
| 2026-07-27 12:03:38.440 2012bc4f83ae:0 train:124 INFO Freezing LLM |
| 2026-07-27 12:03:38.475 2012bc4f83ae:0 train:191 INFO Wrapping model with FSDP2... |
| 2026-07-27 12:03:40.535 2012bc4f83ae:0 train:222 INFO Total number of parameters: 8,677,855,065 |
| 2026-07-27 12:03:40.538 2012bc4f83ae:0 train:223 INFO Number of non-embedding parameters: 8,055,000,921 |
| 2026-07-27 12:03:40.540 2012bc4f83ae:0 train:226 INFO Peak GPU Memory (MB) after FSDP: 34732 |
| 2026-07-27 12:03:40.540 2012bc4f83ae:0 train:227 INFO Model: |
| 2026-07-27 12:03:40.540 2012bc4f83ae:0 train:228 INFO FSDPMolmoPoint( |
| (transformer): Llm( |
| (blocks): ModuleList( |
| (0-35): 36 x FSDPCheckpointWrapper( |
| (_checkpoint_wrapped_module): OLMoSequentialBlock( |
| (dropout): Dropout(p=0.1, inplace=False) |
| (k_norm): RMSLayerNorm() |
| (q_norm): RMSLayerNorm() |
| (act): SwiGLU() |
| (attn_out): Linear(in_features=4096, out_features=4096, bias=False) |
| (ff_out): Linear(in_features=12288, out_features=4096, bias=False) |
| (rotary_emb): RotaryEmbedding() |
| (attn_norm): RMSLayerNorm() |
| (ff_norm): RMSLayerNorm() |
| (att_proj): Linear(in_features=4096, out_features=6144, bias=False) |
| (ff_proj): Linear(in_features=4096, out_features=24576, bias=False) |
| ) |
| ) |
| ) |
| (ln_f): FSDPRMSLayerNorm() |
| (emb_drop): Dropout(p=0.0, inplace=False) |
| (wte): FSDPEmbedding() |
| (ff_out): FSDPProjectWithExtra() |
| ) |
| (connector): FSDPMolmoPointConnector( |
| (image_projector): FSDPCheckpointWrapper( |
| (_checkpoint_wrapped_module): ImageProjectorMLP( |
| (w1): Linear(in_features=1152, out_features=12288, bias=False) |
| (w2): Linear(in_features=12288, out_features=4096, bias=False) |
| (w3): Linear(in_features=1152, out_features=12288, bias=False) |
| (act): LlamaSwiGLU() |
| (dropout): Dropout(p=0.0, inplace=False) |
| ) |
| ) |
| (image_pooling_2d): FSDPCheckpointWrapper( |
| (_checkpoint_wrapped_module): ViTMultiHeadDotProductAttention( |
| (wq): Linear(in_features=2304, out_features=1152, bias=True) |
| (wk): Linear(in_features=2304, out_features=1152, bias=True) |
| (wv): Linear(in_features=2304, out_features=1152, bias=True) |
| (residual_dropout): Dropout(p=0.0, inplace=False) |
| ) |
| ) |
| ) |
| (vit): FSDPSiglipVisionTransformer( |
| (patch_embedding): Linear(in_features=588, out_features=1152, bias=True) |
| (transformer): BlockCollection( |
| (resblocks): ModuleList( |
| (0-24): 25 x FSDPCheckpointWrapper( |
| (_checkpoint_wrapped_module): ResidualAttentionBlock( |
| (attention): ViTMultiHeadDotProductAttention( |
| (wq): Linear(in_features=1152, out_features=1152, bias=True) |
| (wk): Linear(in_features=1152, out_features=1152, bias=True) |
| (wv): Linear(in_features=1152, out_features=1152, bias=True) |
| (wo): Linear(in_features=1152, out_features=1152, bias=True) |
| (residual_dropout): Dropout(p=0.0, inplace=False) |
| ) |
| (feed_forward): ViTMLP( |
| (w1): Linear(in_features=1152, out_features=4304, bias=True) |
| (act): GELUTanh() |
| (w2): Linear(in_features=4304, out_features=1152, bias=True) |
| ) |
| (attention_norm): LayerNorm((1152,), eps=1e-06, elementwise_affine=True) |
| (ffn_norm): LayerNorm((1152,), eps=1e-06, elementwise_affine=True) |
| ) |
| ) |
| ) |
| ) |
| ) |
| (build_vit_embedding): FSDPLinear(in_features=2304, out_features=4096, bias=True) |
| (x_norm): FSDPRMSLayerNorm() |
| (patch_q): FSDPLinear(in_features=4096, out_features=512, bias=True) |
| (patch_k): FSDPLinear(in_features=4096, out_features=512, bias=True) |
| (subpatch_q): FSDPLinear(in_features=4096, out_features=512, bias=True) |
| (subpatch_k): FSDPLinear(in_features=2304, out_features=512, bias=True) |
| (add_no_point_class_embed): FSDPPadWithLearnedVector() |
| (subpatch_loc_k): FSDPLinear(in_features=4096, out_features=9, bias=True) |
| (patch_rotary): FlatRotaryEmbedding() |
| ) |
| 2026-07-27 12:03:40.559 2012bc4f83ae:0 olmo.train.optim:179 INFO Constructing optimizer with 1 param groups |
| 2026-07-27 12:03:40.561 2012bc4f83ae:0 olmo.data.data_loader:246 INFO Loading train dataset firewarning_pointing/train |
| 2026-07-27 12:03:41.030 2012bc4f83ae:0 olmo.data.data_loader:302 INFO Sampling rates: |
| 2026-07-27 12:03:41.030 2012bc4f83ae:0 olmo.data.data_loader:305 INFO firewarning_pointing: 100.00 (size=336) |
| 2026-07-27 12:03:41.765 2012bc4f83ae:0 olmo.data.data_loader:340 INFO Packing with text=4096, images=16 |
| 2026-07-27 12:03:41.765 2012bc4f83ae:0 olmo.data.data_loader:346 INFO Building train dataset with output shapes: tokens=[4096], token_pooling=[1, 1], images=[16, 729, 588], point_target_ids=[1, 3], image_pos_ids=[1, 1] |
| 2026-07-27 12:03:41.855 2012bc4f83ae:0 train:375 INFO Loading model from /workspace/firewarning-runtime/models/molmopoint-native/pretrain/MolmoPoint-8B-Pretrain/step23000 |
| 2026-07-27 12:03:41.964 2012bc4f83ae:0 olmo.train.distributed_checkpointing:262 INFO Mapping current param 'connector.image_projector.w1.weight' to 'connectors.0.image_projector.w1.weight' in checkpoint |
| 2026-07-27 12:03:41.965 2012bc4f83ae:0 olmo.train.distributed_checkpointing:262 INFO Mapping current param 'connector.image_projector.w2.weight' to 'connectors.0.image_projector.w2.weight' in checkpoint |
| 2026-07-27 12:03:41.965 2012bc4f83ae:0 olmo.train.distributed_checkpointing:262 INFO Mapping current param 'connector.image_projector.w3.weight' to 'connectors.0.image_projector.w3.weight' in checkpoint |
| 2026-07-27 12:03:41.965 2012bc4f83ae:0 olmo.train.distributed_checkpointing:262 INFO Mapping current param 'connector.image_pooling_2d.wq.weight' to 'connectors.0.image_pooling_2d.wq.weight' in checkpoint |
| 2026-07-27 12:03:41.966 2012bc4f83ae:0 olmo.train.distributed_checkpointing:262 INFO Mapping current param 'connector.image_pooling_2d.wq.bias' to 'connectors.0.image_pooling_2d.wq.bias' in checkpoint |
| 2026-07-27 12:03:41.966 2012bc4f83ae:0 olmo.train.distributed_checkpointing:262 INFO Mapping current param 'connector.image_pooling_2d.wk.weight' to 'connectors.0.image_pooling_2d.wk.weight' in checkpoint |
| 2026-07-27 12:03:41.967 2012bc4f83ae:0 olmo.train.distributed_checkpointing:262 INFO Mapping current param 'connector.image_pooling_2d.wk.bias' to 'connectors.0.image_pooling_2d.wk.bias' in checkpoint |
| 2026-07-27 12:03:41.967 2012bc4f83ae:0 olmo.train.distributed_checkpointing:262 INFO Mapping current param 'connector.image_pooling_2d.wv.weight' to 'connectors.0.image_pooling_2d.wv.weight' in checkpoint |
| 2026-07-27 12:03:41.968 2012bc4f83ae:0 olmo.train.distributed_checkpointing:262 INFO Mapping current param 'connector.image_pooling_2d.wv.bias' to 'connectors.0.image_pooling_2d.wv.bias' in checkpoint |
| 2026-07-27 12:04:13.104 2012bc4f83ae:0 train:386 INFO Checkpoint successfully loaded in 31.2 seconds |
| 2026-07-27 12:04:13.107 2012bc4f83ae:0 train:396 INFO Initializing FireWarning weights from /runpod-volume/firewarning-pointing/checkpoints/molmopoint-strong-ground-v1/step100 |
| 2026-07-27 12:04:14.668 2012bc4f83ae:0 train:410 INFO Starting training... |
| 2026-07-27 12:04:14.671 2012bc4f83ae:0 olmo.train.trainer:1050 INFO Pre-train system metrics |
| System/Peak GPU Memory (MB)=39,088 |
| 2026-07-27 12:05:47.006 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=1/600, eta=4 hours, 41 minutes] |
| train/CrossEntropyLoss=0.0215 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=2.248 |
| train/patch_acc=0.5000 |
| train/subpatch_loss=1.480 |
| train/subpatch_acc=0.2500 |
| train/location_loss=2.847 |
| train/location_acc=0.0625 |
| train/token_losses=35.29 |
| throughput/total_tokens=16,384 |
| System/Peak GPU Memory (MB)=41,640 |
| 2026-07-27 12:06:11.750 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=2/600, eta=4 hours, 24 minutes] |
| train/CrossEntropyLoss=0.0225 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=2.343 |
| train/patch_acc=0.5312 |
| train/subpatch_loss=1.383 |
| train/subpatch_acc=0.3750 |
| train/location_loss=2.303 |
| train/location_acc=0.1875 |
| train/token_losses=33.49 |
| throughput/total_tokens=32,768 |
| throughput/device/tokens_per_second=662.4 |
| throughput/device/batches_per_second=0.0404 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 12:06:36.172 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=3/600, eta=4 hours, 17 minutes] |
| train/CrossEntropyLoss=0.0157 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=2.298 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=1.616 |
| train/subpatch_acc=0.3750 |
| train/location_loss=2.326 |
| train/location_acc=0.1250 |
| train/token_losses=34.16 |
| throughput/total_tokens=49,152 |
| throughput/device/tokens_per_second=666.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:07:00.659 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=4/600, eta=4 hours, 13 minutes] |
| train/CrossEntropyLoss=0.0474 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.908 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=1.657 |
| train/subpatch_acc=0.3125 |
| train/location_loss=2.570 |
| train/location_acc=0.1250 |
| train/token_losses=32.17 |
| throughput/total_tokens=65,536 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:07:25.167 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=5/600, eta=4 hours, 11 minutes] |
| train/CrossEntropyLoss=0.0127 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=2.027 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=1.522 |
| train/subpatch_acc=0.3125 |
| train/location_loss=2.494 |
| train/location_acc=0.0 |
| train/token_losses=32.28 |
| throughput/total_tokens=81,920 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:07:49.674 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=6/600, eta=4 hours, 9 minutes] |
| train/CrossEntropyLoss=0.0313 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=2.247 |
| train/patch_acc=0.5000 |
| train/subpatch_loss=1.226 |
| train/subpatch_acc=0.5000 |
| train/location_loss=2.328 |
| train/location_acc=0.1250 |
| train/token_losses=32.19 |
| throughput/total_tokens=98,304 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:08:14.211 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=7/600, eta=4 hours, 8 minutes] |
| train/CrossEntropyLoss=0.0498 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=2.319 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=1.475 |
| train/subpatch_acc=0.3125 |
| train/location_loss=2.141 |
| train/location_acc=0.1250 |
| train/token_losses=33.02 |
| throughput/total_tokens=114,688 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:08:38.747 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=8/600, eta=4 hours, 7 minutes] |
| train/CrossEntropyLoss=0.0011 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=2.094 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=1.615 |
| train/subpatch_acc=0.1250 |
| train/location_loss=2.347 |
| train/location_acc=0.1875 |
| train/token_losses=32.60 |
| throughput/total_tokens=131,072 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:09:03.306 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=9/600, eta=4 hours, 6 minutes] |
| train/CrossEntropyLoss=0.1649 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9604 |
| train/patch_loss=2.344 |
| train/patch_acc=0.4688 |
| train/subpatch_loss=1.110 |
| train/subpatch_acc=0.5625 |
| train/location_loss=2.286 |
| train/location_acc=0.0625 |
| train/token_losses=32.34 |
| throughput/total_tokens=147,456 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:09:27.837 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=10/600, eta=4 hours, 5 minutes] |
| train/CrossEntropyLoss=0.0480 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=2.415 |
| train/patch_acc=0.5000 |
| train/subpatch_loss=1.188 |
| train/subpatch_acc=0.5000 |
| train/location_loss=2.247 |
| train/location_acc=0.1875 |
| train/token_losses=33.06 |
| throughput/total_tokens=163,840 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 12:09:52.403 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=11/600, eta=4 hours, 5 minutes] |
| train/CrossEntropyLoss=0.0257 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=2.021 |
| train/patch_acc=0.5000 |
| train/subpatch_loss=1.619 |
| train/subpatch_acc=0.3125 |
| train/location_loss=2.466 |
| train/location_acc=0.0625 |
| train/token_losses=32.51 |
| throughput/total_tokens=180,224 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:10:16.962 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=12/600, eta=4 hours, 4 minutes] |
| train/CrossEntropyLoss=0.0357 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=2.327 |
| train/patch_acc=0.5000 |
| train/subpatch_loss=1.518 |
| train/subpatch_acc=0.3750 |
| train/location_loss=2.164 |
| train/location_acc=0.1250 |
| train/token_losses=33.34 |
| throughput/total_tokens=196,608 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:10:41.509 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=13/600, eta=4 hours, 3 minutes] |
| train/CrossEntropyLoss=0.0322 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=2.135 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=1.289 |
| train/subpatch_acc=0.5625 |
| train/location_loss=2.452 |
| train/location_acc=0.0 |
| train/token_losses=32.04 |
| throughput/total_tokens=212,992 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:11:06.059 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=14/600, eta=4 hours, 3 minutes] |
| train/CrossEntropyLoss=0.2041 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9543 |
| train/patch_loss=1.802 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=1.516 |
| train/subpatch_acc=0.2500 |
| train/location_loss=2.369 |
| train/location_acc=0.0625 |
| train/token_losses=29.95 |
| throughput/total_tokens=229,376 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:11:30.699 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=15/600, eta=4 hours, 2 minutes] |
| train/CrossEntropyLoss=0.0342 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=2.023 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=1.285 |
| train/subpatch_acc=0.3125 |
| train/location_loss=1.983 |
| train/location_acc=0.1875 |
| train/token_losses=29.25 |
| throughput/total_tokens=245,760 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:11:55.233 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=16/600, eta=4 hours, 2 minutes] |
| train/CrossEntropyLoss=0.3306 |
| train/ZLoss=0.0009 |
| train/Accuracy=0.9177 |
| train/patch_loss=1.971 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=1.035 |
| train/subpatch_acc=0.5000 |
| train/location_loss=2.280 |
| train/location_acc=0.0625 |
| train/token_losses=29.03 |
| throughput/total_tokens=262,144 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:12:19.755 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=17/600, eta=4 hours, 1 minute] |
| train/CrossEntropyLoss=0.0355 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.851 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=1.005 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.202 |
| train/location_acc=0.0625 |
| train/token_losses=27.64 |
| throughput/total_tokens=278,528 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:12:44.296 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=18/600, eta=4 hours, 1 minute] |
| train/CrossEntropyLoss=0.0216 |
| train/ZLoss=0.0003 |
| train/Accuracy=0.9878 |
| train/patch_loss=2.104 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=1.494 |
| train/subpatch_acc=0.3750 |
| train/location_loss=2.377 |
| train/location_acc=0.0625 |
| train/token_losses=32.32 |
| throughput/total_tokens=294,912 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:13:08.853 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=19/600, eta=4 hours] |
| train/CrossEntropyLoss=0.0149 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.966 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=1.059 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.093 |
| train/location_acc=0.2500 |
| train/token_losses=28.33 |
| throughput/total_tokens=311,296 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:13:33.392 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=20/600, eta=4 hours] |
| train/CrossEntropyLoss=0.0328 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.561 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=1.103 |
| train/subpatch_acc=0.5000 |
| train/location_loss=2.276 |
| train/location_acc=0.1250 |
| train/token_losses=26.01 |
| throughput/total_tokens=327,680 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 12:13:57.922 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=21/600, eta=3 hours, 59 minutes] |
| train/CrossEntropyLoss=0.0466 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9817 |
| train/patch_loss=1.688 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.8705 |
| train/subpatch_acc=0.7500 |
| train/location_loss=2.314 |
| train/location_acc=0.0625 |
| train/token_losses=26.24 |
| throughput/total_tokens=344,064 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:14:22.459 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=22/600, eta=3 hours, 59 minutes] |
| train/CrossEntropyLoss=0.0072 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=2.300 |
| train/patch_acc=0.5312 |
| train/subpatch_loss=0.8311 |
| train/subpatch_acc=0.6250 |
| train/location_loss=2.164 |
| train/location_acc=0.0625 |
| train/token_losses=30.38 |
| throughput/total_tokens=360,448 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:14:46.990 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=23/600, eta=3 hours, 58 minutes] |
| train/CrossEntropyLoss=0.0063 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=2.310 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.9790 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.114 |
| train/location_acc=0.1875 |
| train/token_losses=30.85 |
| throughput/total_tokens=376,832 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:15:11.543 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=24/600, eta=3 hours, 58 minutes] |
| train/CrossEntropyLoss=0.0539 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=2.955 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=1.114 |
| train/subpatch_acc=0.4375 |
| train/location_loss=2.180 |
| train/location_acc=0.1250 |
| train/token_losses=36.81 |
| throughput/total_tokens=393,216 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:15:36.097 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=25/600, eta=3 hours, 57 minutes] |
| train/CrossEntropyLoss=0.0563 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.987 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.9503 |
| train/subpatch_acc=0.4375 |
| train/location_loss=2.263 |
| train/location_acc=0.0 |
| train/token_losses=28.75 |
| throughput/total_tokens=409,600 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:16:00.643 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=26/600, eta=3 hours, 57 minutes] |
| train/CrossEntropyLoss=0.0113 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=2.543 |
| train/patch_acc=0.5312 |
| train/subpatch_loss=1.054 |
| train/subpatch_acc=0.5625 |
| train/location_loss=2.065 |
| train/location_acc=0.2500 |
| train/token_losses=32.82 |
| throughput/total_tokens=425,984 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:16:25.180 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=27/600, eta=3 hours, 56 minutes] |
| train/CrossEntropyLoss=0.0364 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=2.027 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.8206 |
| train/subpatch_acc=0.5625 |
| train/location_loss=2.169 |
| train/location_acc=0.1875 |
| train/token_losses=28.18 |
| throughput/total_tokens=442,368 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:16:49.751 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=28/600, eta=3 hours, 56 minutes] |
| train/CrossEntropyLoss=0.0257 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.544 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.8610 |
| train/subpatch_acc=0.6250 |
| train/location_loss=2.321 |
| train/location_acc=0.0625 |
| train/token_losses=25.08 |
| throughput/total_tokens=458,752 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:17:14.290 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=29/600, eta=3 hours, 55 minutes] |
| train/CrossEntropyLoss=0.0042 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.736 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=1.001 |
| train/subpatch_acc=0.5625 |
| train/location_loss=2.181 |
| train/location_acc=0.1250 |
| train/token_losses=26.62 |
| throughput/total_tokens=475,136 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:17:38.813 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=30/600, eta=3 hours, 55 minutes] |
| train/CrossEntropyLoss=0.0162 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=2.014 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=1.006 |
| train/subpatch_acc=0.5000 |
| train/location_loss=2.043 |
| train/location_acc=0.2500 |
| train/token_losses=28.31 |
| throughput/total_tokens=491,520 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 12:18:03.341 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=31/600, eta=3 hours, 54 minutes] |
| train/CrossEntropyLoss=0.0447 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=2.232 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.9663 |
| train/subpatch_acc=0.5000 |
| train/location_loss=2.093 |
| train/location_acc=0.1875 |
| train/token_losses=30.10 |
| throughput/total_tokens=507,904 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:18:27.857 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=32/600, eta=3 hours, 54 minutes] |
| train/CrossEntropyLoss=0.0182 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=2.706 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.9503 |
| train/subpatch_acc=0.5000 |
| train/location_loss=1.993 |
| train/location_acc=0.3125 |
| train/token_losses=33.42 |
| throughput/total_tokens=524,288 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:18:52.368 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=33/600, eta=3 hours, 53 minutes] |
| train/CrossEntropyLoss=0.0048 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=2.283 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.9671 |
| train/subpatch_acc=0.6250 |
| train/location_loss=2.240 |
| train/location_acc=0.0625 |
| train/token_losses=31.09 |
| throughput/total_tokens=540,672 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:19:16.889 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=34/600, eta=3 hours, 53 minutes] |
| train/CrossEntropyLoss=0.0064 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=1.899 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.8040 |
| train/subpatch_acc=0.6250 |
| train/location_loss=2.054 |
| train/location_acc=0.1250 |
| train/token_losses=26.62 |
| throughput/total_tokens=557,056 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:19:41.418 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=35/600, eta=3 hours, 53 minutes] |
| train/CrossEntropyLoss=0.0267 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=2.239 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.8463 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.120 |
| train/location_acc=0.0625 |
| train/token_losses=29.78 |
| throughput/total_tokens=573,440 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:20:05.949 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=36/600, eta=3 hours, 52 minutes] |
| train/CrossEntropyLoss=0.0033 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=1.534 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.7947 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.476 |
| train/location_acc=0.0 |
| train/token_losses=25.36 |
| throughput/total_tokens=589,824 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:20:30.466 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=37/600, eta=3 hours, 52 minutes] |
| train/CrossEntropyLoss=0.0602 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.690 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.7795 |
| train/subpatch_acc=0.7500 |
| train/location_loss=2.191 |
| train/location_acc=0.0625 |
| train/token_losses=25.40 |
| throughput/total_tokens=606,208 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:20:54.990 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=38/600, eta=3 hours, 51 minutes] |
| train/CrossEntropyLoss=0.0543 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.901 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.8586 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.238 |
| train/location_acc=0.0 |
| train/token_losses=27.59 |
| throughput/total_tokens=622,592 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:21:19.513 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=39/600, eta=3 hours, 51 minutes] |
| train/CrossEntropyLoss=0.0249 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.760 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.7173 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.132 |
| train/location_acc=0.1875 |
| train/token_losses=25.47 |
| throughput/total_tokens=638,976 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:21:44.045 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=40/600, eta=3 hours, 50 minutes] |
| train/CrossEntropyLoss=0.0472 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.951 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=1.063 |
| train/subpatch_acc=0.5000 |
| train/location_loss=2.169 |
| train/location_acc=0.1875 |
| train/token_losses=28.53 |
| throughput/total_tokens=655,360 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 12:22:08.575 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=41/600, eta=3 hours, 50 minutes] |
| train/CrossEntropyLoss=0.0645 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9817 |
| train/patch_loss=1.961 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.7808 |
| train/subpatch_acc=0.8125 |
| train/location_loss=2.074 |
| train/location_acc=0.2500 |
| train/token_losses=27.11 |
| throughput/total_tokens=671,744 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:22:33.095 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=42/600, eta=3 hours, 50 minutes] |
| train/CrossEntropyLoss=0.0311 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=2.266 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.6734 |
| train/subpatch_acc=0.7500 |
| train/location_loss=2.092 |
| train/location_acc=0.1875 |
| train/token_losses=29.19 |
| throughput/total_tokens=688,128 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:22:57.606 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=43/600, eta=3 hours, 49 minutes] |
| train/CrossEntropyLoss=0.0060 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.523 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.6371 |
| train/subpatch_acc=0.7500 |
| train/location_loss=2.347 |
| train/location_acc=0.1250 |
| train/token_losses=24.12 |
| throughput/total_tokens=704,512 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:23:22.116 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=44/600, eta=3 hours, 49 minutes] |
| train/CrossEntropyLoss=0.0195 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.728 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=1.124 |
| train/subpatch_acc=0.5000 |
| train/location_loss=2.075 |
| train/location_acc=0.0625 |
| train/token_losses=26.62 |
| throughput/total_tokens=720,896 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:23:46.629 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=45/600, eta=3 hours, 48 minutes] |
| train/CrossEntropyLoss=0.0820 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9787 |
| train/patch_loss=1.827 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.9899 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.213 |
| train/location_acc=0.1250 |
| train/token_losses=27.43 |
| throughput/total_tokens=737,280 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:24:11.125 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=46/600, eta=3 hours, 48 minutes] |
| train/CrossEntropyLoss=0.0628 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=2.365 |
| train/patch_acc=0.5312 |
| train/subpatch_loss=1.168 |
| train/subpatch_acc=0.6250 |
| train/location_loss=2.064 |
| train/location_acc=0.0625 |
| train/token_losses=31.85 |
| throughput/total_tokens=753,664 |
| throughput/device/tokens_per_second=668.1 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:24:35.648 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=47/600, eta=3 hours, 47 minutes] |
| train/CrossEntropyLoss=0.0279 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=2.025 |
| train/patch_acc=0.5312 |
| train/subpatch_loss=1.327 |
| train/subpatch_acc=0.3750 |
| train/location_loss=2.337 |
| train/location_acc=0.1875 |
| train/token_losses=30.85 |
| throughput/total_tokens=770,048 |
| throughput/device/tokens_per_second=668.1 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:25:00.166 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=48/600, eta=3 hours, 47 minutes] |
| train/CrossEntropyLoss=0.0114 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.513 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.9656 |
| train/subpatch_acc=0.5625 |
| train/location_loss=2.020 |
| train/location_acc=0.2500 |
| train/token_losses=24.05 |
| throughput/total_tokens=786,432 |
| throughput/device/tokens_per_second=668.2 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:25:24.690 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=49/600, eta=3 hours, 46 minutes] |
| train/CrossEntropyLoss=0.0334 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.635 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.5610 |
| train/subpatch_acc=0.8125 |
| train/location_loss=2.137 |
| train/location_acc=0.0 |
| train/token_losses=23.87 |
| throughput/total_tokens=802,816 |
| throughput/device/tokens_per_second=668.2 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:25:49.229 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=50/600, eta=3 hours, 46 minutes] |
| train/CrossEntropyLoss=0.0215 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.639 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.9289 |
| train/subpatch_acc=0.5625 |
| train/location_loss=2.021 |
| train/location_acc=0.0625 |
| train/token_losses=24.91 |
| throughput/total_tokens=819,200 |
| throughput/device/tokens_per_second=668.2 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 12:26:13.749 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=51/600, eta=3 hours, 46 minutes] |
| train/CrossEntropyLoss=0.0071 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.657 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.6881 |
| train/subpatch_acc=0.7500 |
| train/location_loss=2.049 |
| train/location_acc=0.0625 |
| train/token_losses=24.20 |
| throughput/total_tokens=835,584 |
| throughput/device/tokens_per_second=668.2 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:26:38.283 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=52/600, eta=3 hours, 45 minutes] |
| train/CrossEntropyLoss=0.0142 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=2.030 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.6443 |
| train/subpatch_acc=0.6875 |
| train/location_loss=1.972 |
| train/location_acc=0.1875 |
| train/token_losses=26.71 |
| throughput/total_tokens=851,968 |
| throughput/device/tokens_per_second=668.2 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:27:02.830 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=53/600, eta=3 hours, 45 minutes] |
| train/CrossEntropyLoss=0.0112 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.548 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.8384 |
| train/subpatch_acc=0.5625 |
| train/location_loss=2.154 |
| train/location_acc=0.0625 |
| train/token_losses=24.36 |
| throughput/total_tokens=868,352 |
| throughput/device/tokens_per_second=668.1 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:27:27.353 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=54/600, eta=3 hours, 44 minutes] |
| train/CrossEntropyLoss=0.0262 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.824 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.8051 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.104 |
| train/location_acc=0.1875 |
| train/token_losses=26.23 |
| throughput/total_tokens=884,736 |
| throughput/device/tokens_per_second=668.1 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:27:51.872 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=55/600, eta=3 hours, 44 minutes] |
| train/CrossEntropyLoss=0.0256 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.971 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.9569 |
| train/subpatch_acc=0.6250 |
| train/location_loss=2.293 |
| train/location_acc=0.0625 |
| train/token_losses=28.77 |
| throughput/total_tokens=901,120 |
| throughput/device/tokens_per_second=668.1 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:28:16.389 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=56/600, eta=3 hours, 44 minutes] |
| train/CrossEntropyLoss=0.0121 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.754 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=1.037 |
| train/subpatch_acc=0.6875 |
| train/location_loss=1.989 |
| train/location_acc=0.1875 |
| train/token_losses=26.14 |
| throughput/total_tokens=917,504 |
| throughput/device/tokens_per_second=668.1 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:28:40.946 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=57/600, eta=3 hours, 43 minutes] |
| train/CrossEntropyLoss=0.0282 |
| train/ZLoss=0.0004 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.549 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.7415 |
| train/subpatch_acc=0.6250 |
| train/location_loss=2.097 |
| train/location_acc=0.3125 |
| train/token_losses=23.74 |
| throughput/total_tokens=933,888 |
| throughput/device/tokens_per_second=668.1 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:29:05.482 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=58/600, eta=3 hours, 43 minutes] |
| train/CrossEntropyLoss=0.0097 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.648 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.8569 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.152 |
| train/location_acc=0.0 |
| train/token_losses=25.22 |
| throughput/total_tokens=950,272 |
| throughput/device/tokens_per_second=668.1 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:29:30.006 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=59/600, eta=3 hours, 42 minutes] |
| train/CrossEntropyLoss=0.1114 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9726 |
| train/patch_loss=1.768 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.6982 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.263 |
| train/location_acc=0.0625 |
| train/token_losses=25.99 |
| throughput/total_tokens=966,656 |
| throughput/device/tokens_per_second=668.1 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:29:54.538 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=60/600, eta=3 hours, 42 minutes] |
| train/CrossEntropyLoss=0.0627 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.609 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.6068 |
| train/subpatch_acc=0.7500 |
| train/location_loss=1.872 |
| train/location_acc=0.3125 |
| train/token_losses=22.79 |
| throughput/total_tokens=983,040 |
| throughput/device/tokens_per_second=668.1 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 12:30:19.077 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=61/600, eta=3 hours, 41 minutes] |
| train/CrossEntropyLoss=0.1999 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9543 |
| train/patch_loss=1.820 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.6233 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.193 |
| train/location_acc=0.0625 |
| train/token_losses=25.83 |
| throughput/total_tokens=999,424 |
| throughput/device/tokens_per_second=668.1 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:30:43.637 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=62/600, eta=3 hours, 41 minutes] |
| train/CrossEntropyLoss=0.0414 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.615 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.6822 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.172 |
| train/location_acc=0.1250 |
| train/token_losses=24.34 |
| throughput/total_tokens=1,015,808 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:31:08.171 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=63/600, eta=3 hours, 41 minutes] |
| train/CrossEntropyLoss=0.0276 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.926 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.6812 |
| train/subpatch_acc=0.8750 |
| train/location_loss=2.034 |
| train/location_acc=0.1875 |
| train/token_losses=26.27 |
| throughput/total_tokens=1,032,192 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:31:32.690 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=64/600, eta=3 hours, 40 minutes] |
| train/CrossEntropyLoss=0.0521 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9787 |
| train/patch_loss=2.078 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.6017 |
| train/subpatch_acc=0.7500 |
| train/location_loss=2.190 |
| train/location_acc=0.2500 |
| train/token_losses=27.79 |
| throughput/total_tokens=1,048,576 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:31:57.245 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=65/600, eta=3 hours, 40 minutes] |
| train/CrossEntropyLoss=0.0282 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.650 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.8913 |
| train/subpatch_acc=0.7500 |
| train/location_loss=2.158 |
| train/location_acc=0.1250 |
| train/token_losses=25.40 |
| throughput/total_tokens=1,064,960 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:32:21.771 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=66/600, eta=3 hours, 39 minutes] |
| train/CrossEntropyLoss=0.0329 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.561 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.5292 |
| train/subpatch_acc=0.8750 |
| train/location_loss=2.055 |
| train/location_acc=0.0625 |
| train/token_losses=22.82 |
| throughput/total_tokens=1,081,344 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:32:46.308 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=67/600, eta=3 hours, 39 minutes] |
| train/CrossEntropyLoss=0.0409 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.837 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.8088 |
| train/subpatch_acc=0.7500 |
| train/location_loss=2.059 |
| train/location_acc=0.1875 |
| train/token_losses=26.16 |
| throughput/total_tokens=1,097,728 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:33:10.827 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=68/600, eta=3 hours, 39 minutes] |
| train/CrossEntropyLoss=0.1565 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9573 |
| train/patch_loss=2.061 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.9147 |
| train/subpatch_acc=0.5625 |
| train/location_loss=2.236 |
| train/location_acc=0.1250 |
| train/token_losses=29.09 |
| throughput/total_tokens=1,114,112 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:33:35.360 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=69/600, eta=3 hours, 38 minutes] |
| train/CrossEntropyLoss=0.0007 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=1.928 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.5580 |
| train/subpatch_acc=0.8125 |
| train/location_loss=2.060 |
| train/location_acc=0.3125 |
| train/token_losses=25.90 |
| throughput/total_tokens=1,130,496 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:33:59.910 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=70/600, eta=3 hours, 38 minutes] |
| train/CrossEntropyLoss=0.0874 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9726 |
| train/patch_loss=1.382 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.3766 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.952 |
| train/location_acc=0.3125 |
| train/token_losses=20.37 |
| throughput/total_tokens=1,146,880 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 12:34:24.428 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=71/600, eta=3 hours, 37 minutes] |
| train/CrossEntropyLoss=0.0695 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.619 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.7147 |
| train/subpatch_acc=0.6875 |
| train/location_loss=1.833 |
| train/location_acc=0.1875 |
| train/token_losses=23.14 |
| throughput/total_tokens=1,163,264 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:34:48.970 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=72/600, eta=3 hours, 37 minutes] |
| train/CrossEntropyLoss=0.0145 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.701 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.5460 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.833 |
| train/location_acc=0.2500 |
| train/token_losses=23.12 |
| throughput/total_tokens=1,179,648 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:35:13.523 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=73/600, eta=3 hours, 36 minutes] |
| train/CrossEntropyLoss=0.0031 |
| train/ZLoss=0.0002 |
| train/Accuracy=1.0000 |
| train/patch_loss=1.572 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.5784 |
| train/subpatch_acc=0.7500 |
| train/location_loss=2.106 |
| train/location_acc=0.1250 |
| train/token_losses=23.31 |
| throughput/total_tokens=1,196,032 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:35:38.034 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=74/600, eta=3 hours, 36 minutes] |
| train/CrossEntropyLoss=0.0123 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.521 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.4288 |
| train/subpatch_acc=0.8125 |
| train/location_loss=2.005 |
| train/location_acc=0.2500 |
| train/token_losses=21.91 |
| throughput/total_tokens=1,212,416 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:36:02.576 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=75/600, eta=3 hours, 36 minutes] |
| train/CrossEntropyLoss=0.0408 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.365 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.5951 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.282 |
| train/location_acc=0.0 |
| train/token_losses=22.43 |
| throughput/total_tokens=1,228,800 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:36:27.093 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=76/600, eta=3 hours, 35 minutes] |
| train/CrossEntropyLoss=0.0704 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.414 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.7394 |
| train/subpatch_acc=0.6875 |
| train/location_loss=1.962 |
| train/location_acc=0.1250 |
| train/token_losses=22.12 |
| throughput/total_tokens=1,245,184 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:36:51.651 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=77/600, eta=3 hours, 35 minutes] |
| train/CrossEntropyLoss=0.0054 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.185 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.5053 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.873 |
| train/location_acc=0.3750 |
| train/token_losses=18.99 |
| throughput/total_tokens=1,261,568 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:37:16.193 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=78/600, eta=3 hours, 34 minutes] |
| train/CrossEntropyLoss=0.0450 |
| train/ZLoss=0.0004 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.284 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.5920 |
| train/subpatch_acc=0.7500 |
| train/location_loss=2.061 |
| train/location_acc=0.1250 |
| train/token_losses=20.89 |
| throughput/total_tokens=1,277,952 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:37:40.736 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=79/600, eta=3 hours, 34 minutes] |
| train/CrossEntropyLoss=0.0126 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.665 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.7387 |
| train/subpatch_acc=0.7500 |
| train/location_loss=1.927 |
| train/location_acc=0.3750 |
| train/token_losses=23.98 |
| throughput/total_tokens=1,294,336 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:38:05.264 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=80/600, eta=3 hours, 34 minutes] |
| train/CrossEntropyLoss=0.0672 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9817 |
| train/patch_loss=1.334 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.4021 |
| train/subpatch_acc=0.8750 |
| train/location_loss=2.202 |
| train/location_acc=0.2500 |
| train/token_losses=21.08 |
| throughput/total_tokens=1,310,720 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 12:38:29.800 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=81/600, eta=3 hours, 33 minutes] |
| train/CrossEntropyLoss=0.0382 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.330 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.4915 |
| train/subpatch_acc=0.7500 |
| train/location_loss=1.935 |
| train/location_acc=0.3750 |
| train/token_losses=20.35 |
| throughput/total_tokens=1,327,104 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:38:54.347 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=82/600, eta=3 hours, 33 minutes] |
| train/CrossEntropyLoss=0.0272 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.371 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.5538 |
| train/subpatch_acc=0.8125 |
| train/location_loss=2.021 |
| train/location_acc=0.0625 |
| train/token_losses=21.26 |
| throughput/total_tokens=1,343,488 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:39:18.902 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=83/600, eta=3 hours, 32 minutes] |
| train/CrossEntropyLoss=0.1663 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9634 |
| train/patch_loss=1.777 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.4451 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.935 |
| train/location_acc=0.3125 |
| train/token_losses=23.74 |
| throughput/total_tokens=1,359,872 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:39:43.416 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=84/600, eta=3 hours, 32 minutes] |
| train/CrossEntropyLoss=0.0263 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.054 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.3436 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.935 |
| train/location_acc=0.4375 |
| train/token_losses=17.54 |
| throughput/total_tokens=1,376,256 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:40:07.931 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=85/600, eta=3 hours, 31 minutes] |
| train/CrossEntropyLoss=0.0121 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.605 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.7571 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.133 |
| train/location_acc=0.1250 |
| train/token_losses=24.40 |
| throughput/total_tokens=1,392,640 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:40:32.451 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=86/600, eta=3 hours, 31 minutes] |
| train/CrossEntropyLoss=0.0221 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.327 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.5604 |
| train/subpatch_acc=0.7500 |
| train/location_loss=1.730 |
| train/location_acc=0.4375 |
| train/token_losses=19.78 |
| throughput/total_tokens=1,409,024 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:40:56.982 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=87/600, eta=3 hours, 31 minutes] |
| train/CrossEntropyLoss=0.0425 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.434 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.3956 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.915 |
| train/location_acc=0.2500 |
| train/token_losses=20.71 |
| throughput/total_tokens=1,425,408 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:41:21.498 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=88/600, eta=3 hours, 30 minutes] |
| train/CrossEntropyLoss=0.0336 |
| train/ZLoss=0.0003 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.891 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.7188 |
| train/subpatch_acc=0.6875 |
| train/location_loss=1.962 |
| train/location_acc=0.1875 |
| train/token_losses=25.85 |
| throughput/total_tokens=1,441,792 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:41:46.026 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=89/600, eta=3 hours, 30 minutes] |
| train/CrossEntropyLoss=0.0586 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.790 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.8238 |
| train/subpatch_acc=0.6250 |
| train/location_loss=2.065 |
| train/location_acc=0.2500 |
| train/token_losses=25.87 |
| throughput/total_tokens=1,458,176 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:42:10.557 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=90/600, eta=3 hours, 29 minutes] |
| train/CrossEntropyLoss=0.0620 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.413 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.3235 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.841 |
| train/location_acc=0.3750 |
| train/token_losses=19.96 |
| throughput/total_tokens=1,474,560 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 12:42:35.084 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=91/600, eta=3 hours, 29 minutes] |
| train/CrossEntropyLoss=0.0473 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.697 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.4441 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.935 |
| train/location_acc=0.1875 |
| train/token_losses=23.10 |
| throughput/total_tokens=1,490,944 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:42:59.633 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=92/600, eta=3 hours, 29 minutes] |
| train/CrossEntropyLoss=0.0487 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.659 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.7066 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.826 |
| train/location_acc=0.3750 |
| train/token_losses=23.40 |
| throughput/total_tokens=1,507,328 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:43:24.196 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=93/600, eta=3 hours, 28 minutes] |
| train/CrossEntropyLoss=0.0575 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.521 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.6655 |
| train/subpatch_acc=0.6875 |
| train/location_loss=2.134 |
| train/location_acc=0.0 |
| train/token_losses=23.36 |
| throughput/total_tokens=1,523,712 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:43:48.736 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=94/600, eta=3 hours, 28 minutes] |
| train/CrossEntropyLoss=0.0360 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.240 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.5959 |
| train/subpatch_acc=0.7500 |
| train/location_loss=2.001 |
| train/location_acc=0.2500 |
| train/token_losses=20.31 |
| throughput/total_tokens=1,540,096 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:44:13.268 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=95/600, eta=3 hours, 27 minutes] |
| train/CrossEntropyLoss=0.0269 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.484 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.7732 |
| train/subpatch_acc=0.5625 |
| train/location_loss=1.748 |
| train/location_acc=0.3125 |
| train/token_losses=21.96 |
| throughput/total_tokens=1,556,480 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:44:37.818 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=96/600, eta=3 hours, 27 minutes] |
| train/CrossEntropyLoss=0.0221 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.193 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.3718 |
| train/subpatch_acc=0.8750 |
| train/location_loss=2.161 |
| train/location_acc=0.1250 |
| train/token_losses=19.67 |
| throughput/total_tokens=1,572,864 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:45:02.356 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=97/600, eta=3 hours, 26 minutes] |
| train/CrossEntropyLoss=0.0637 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.708 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.3657 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.853 |
| train/location_acc=0.3750 |
| train/token_losses=22.54 |
| throughput/total_tokens=1,589,248 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:45:26.896 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=98/600, eta=3 hours, 26 minutes] |
| train/CrossEntropyLoss=0.1550 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9665 |
| train/patch_loss=1.640 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.3962 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.976 |
| train/location_acc=0.1875 |
| train/token_losses=22.61 |
| throughput/total_tokens=1,605,632 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:45:51.457 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=99/600, eta=3 hours, 26 minutes] |
| train/CrossEntropyLoss=0.0322 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.305 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.7145 |
| train/subpatch_acc=0.7500 |
| train/location_loss=2.007 |
| train/location_acc=0.2500 |
| train/token_losses=21.32 |
| throughput/total_tokens=1,622,016 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:46:15.992 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=100/600, eta=3 hours, 25 minutes] |
| train/CrossEntropyLoss=0.0467 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=2.040 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.6327 |
| train/subpatch_acc=0.8125 |
| train/location_loss=2.074 |
| train/location_acc=0.1875 |
| train/token_losses=27.15 |
| throughput/total_tokens=1,638,400 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 12:46:15.993 2012bc4f83ae:0 olmo.train.trainer:1415 INFO Saving checkpoint... |
| 2026-07-27 12:46:17.871 2012bc4f83ae:0 olmo.train.trainer:1420 INFO Checkpoint saved to /runpod-volume/firewarning-pointing/checkpoints/molmopoint-strong-curated-ground-v1/step100 |
| 2026-07-27 12:46:42.857 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=101/600, eta=3 hours, 25 minutes] |
| train/CrossEntropyLoss=0.0013 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=1.330 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.2301 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.832 |
| train/location_acc=0.3750 |
| train/token_losses=18.89 |
| throughput/total_tokens=1,654,784 |
| throughput/device/tokens_per_second=655.8 |
| throughput/device/batches_per_second=0.0400 |
| 2026-07-27 12:47:07.413 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=102/600, eta=3 hours, 25 minutes] |
| train/CrossEntropyLoss=0.0579 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.655 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.5927 |
| train/subpatch_acc=0.8125 |
| train/location_loss=2.163 |
| train/location_acc=0.1250 |
| train/token_losses=24.26 |
| throughput/total_tokens=1,671,168 |
| throughput/device/tokens_per_second=661.5 |
| throughput/device/batches_per_second=0.0404 |
| 2026-07-27 12:47:31.938 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=103/600, eta=3 hours, 24 minutes] |
| train/CrossEntropyLoss=0.0151 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.400 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.5329 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.983 |
| train/location_acc=0.2500 |
| train/token_losses=21.26 |
| throughput/total_tokens=1,687,552 |
| throughput/device/tokens_per_second=663.6 |
| throughput/device/batches_per_second=0.0405 |
| 2026-07-27 12:47:56.480 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=104/600, eta=3 hours, 24 minutes] |
| train/CrossEntropyLoss=0.0365 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.092 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.8266 |
| train/subpatch_acc=0.7500 |
| train/location_loss=1.855 |
| train/location_acc=0.2500 |
| train/token_losses=19.46 |
| throughput/total_tokens=1,703,936 |
| throughput/device/tokens_per_second=664.6 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 12:48:21.042 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=105/600, eta=3 hours, 23 minutes] |
| train/CrossEntropyLoss=0.2087 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9482 |
| train/patch_loss=1.456 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.6834 |
| train/subpatch_acc=0.6875 |
| train/location_loss=1.888 |
| train/location_acc=0.2500 |
| train/token_losses=21.94 |
| throughput/total_tokens=1,720,320 |
| throughput/device/tokens_per_second=665.1 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 12:48:45.600 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=106/600, eta=3 hours, 23 minutes] |
| train/CrossEntropyLoss=0.0760 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9787 |
| train/patch_loss=1.217 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.5997 |
| train/subpatch_acc=0.6875 |
| train/location_loss=1.830 |
| train/location_acc=0.2500 |
| train/token_losses=19.45 |
| throughput/total_tokens=1,736,704 |
| throughput/device/tokens_per_second=665.5 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 12:49:10.168 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=107/600, eta=3 hours, 23 minutes] |
| train/CrossEntropyLoss=0.1519 |
| train/ZLoss=0.0011 |
| train/Accuracy=0.9573 |
| train/patch_loss=1.339 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.5618 |
| train/subpatch_acc=0.7500 |
| train/location_loss=1.938 |
| train/location_acc=0.3750 |
| train/token_losses=20.71 |
| throughput/total_tokens=1,753,088 |
| throughput/device/tokens_per_second=665.7 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 12:49:34.760 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=108/600, eta=3 hours, 22 minutes] |
| train/CrossEntropyLoss=0.0192 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.366 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.4100 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.883 |
| train/location_acc=0.2500 |
| train/token_losses=20.09 |
| throughput/total_tokens=1,769,472 |
| throughput/device/tokens_per_second=665.7 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 12:49:59.342 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=109/600, eta=3 hours, 22 minutes] |
| train/CrossEntropyLoss=0.0426 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.607 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.6100 |
| train/subpatch_acc=0.7500 |
| train/location_loss=1.431 |
| train/location_acc=0.7500 |
| train/token_losses=21.02 |
| throughput/total_tokens=1,785,856 |
| throughput/device/tokens_per_second=665.8 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 12:50:23.888 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=110/600, eta=3 hours, 21 minutes] |
| train/CrossEntropyLoss=0.1849 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9573 |
| train/patch_loss=1.392 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.6008 |
| train/subpatch_acc=0.8125 |
| train/location_loss=2.211 |
| train/location_acc=0.1250 |
| train/token_losses=22.39 |
| throughput/total_tokens=1,802,240 |
| throughput/device/tokens_per_second=666.0 |
| throughput/device/batches_per_second=0.0406 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 12:50:48.413 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=111/600, eta=3 hours, 21 minutes] |
| train/CrossEntropyLoss=0.0166 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.419 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.3755 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.551 |
| train/location_acc=0.3125 |
| train/token_losses=19.05 |
| throughput/total_tokens=1,818,624 |
| throughput/device/tokens_per_second=666.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:51:12.958 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=112/600, eta=3 hours, 20 minutes] |
| train/CrossEntropyLoss=0.0223 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.411 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.4618 |
| train/subpatch_acc=0.8125 |
| train/location_loss=2.008 |
| train/location_acc=0.3750 |
| train/token_losses=21.17 |
| throughput/total_tokens=1,835,008 |
| throughput/device/tokens_per_second=666.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:51:37.516 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=113/600, eta=3 hours, 20 minutes] |
| train/CrossEntropyLoss=0.0436 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9787 |
| train/patch_loss=1.517 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.2870 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.583 |
| train/location_acc=0.3125 |
| train/token_losses=19.61 |
| throughput/total_tokens=1,851,392 |
| throughput/device/tokens_per_second=666.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:52:02.061 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=114/600, eta=3 hours, 20 minutes] |
| train/CrossEntropyLoss=0.0157 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.549 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.5199 |
| train/subpatch_acc=0.8125 |
| train/location_loss=2.054 |
| train/location_acc=0.3125 |
| train/token_losses=22.69 |
| throughput/total_tokens=1,867,776 |
| throughput/device/tokens_per_second=666.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:52:26.587 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=115/600, eta=3 hours, 19 minutes] |
| train/CrossEntropyLoss=0.0375 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.185 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.8220 |
| train/subpatch_acc=0.6250 |
| train/location_loss=1.838 |
| train/location_acc=0.1875 |
| train/token_losses=20.12 |
| throughput/total_tokens=1,884,160 |
| throughput/device/tokens_per_second=666.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:52:51.104 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=116/600, eta=3 hours, 19 minutes] |
| train/CrossEntropyLoss=0.0118 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.379 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.3588 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.447 |
| train/location_acc=0.3750 |
| train/token_losses=18.25 |
| throughput/total_tokens=1,900,544 |
| throughput/device/tokens_per_second=666.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:53:15.636 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=117/600, eta=3 hours, 18 minutes] |
| train/CrossEntropyLoss=0.0422 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.358 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.2071 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.697 |
| train/location_acc=0.4375 |
| train/token_losses=18.48 |
| throughput/total_tokens=1,916,928 |
| throughput/device/tokens_per_second=666.7 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:53:40.174 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=118/600, eta=3 hours, 18 minutes] |
| train/CrossEntropyLoss=0.0236 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.336 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.6415 |
| train/subpatch_acc=0.7500 |
| train/location_loss=1.893 |
| train/location_acc=0.1875 |
| train/token_losses=20.82 |
| throughput/total_tokens=1,933,312 |
| throughput/device/tokens_per_second=666.8 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:54:04.703 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=119/600, eta=3 hours, 18 minutes] |
| train/CrossEntropyLoss=0.0440 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9817 |
| train/patch_loss=1.170 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.4573 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.937 |
| train/location_acc=0.1250 |
| train/token_losses=18.93 |
| throughput/total_tokens=1,949,696 |
| throughput/device/tokens_per_second=666.8 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:54:29.245 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=120/600, eta=3 hours, 17 minutes] |
| train/CrossEntropyLoss=0.0082 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.337 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.3712 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.791 |
| train/location_acc=0.2500 |
| train/token_losses=19.34 |
| throughput/total_tokens=1,966,080 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 12:54:53.775 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=121/600, eta=3 hours, 17 minutes] |
| train/CrossEntropyLoss=0.0336 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.396 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.3610 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.605 |
| train/location_acc=0.5000 |
| train/token_losses=19.03 |
| throughput/total_tokens=1,982,464 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:55:18.316 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=122/600, eta=3 hours, 16 minutes] |
| train/CrossEntropyLoss=0.1988 |
| train/ZLoss=0.0008 |
| train/Accuracy=0.9512 |
| train/patch_loss=1.206 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.3625 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.861 |
| train/location_acc=0.3750 |
| train/token_losses=18.54 |
| throughput/total_tokens=1,998,848 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:55:42.865 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=123/600, eta=3 hours, 16 minutes] |
| train/CrossEntropyLoss=0.0182 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.9094 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.4175 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.828 |
| train/location_acc=0.4375 |
| train/token_losses=16.26 |
| throughput/total_tokens=2,015,232 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:56:07.401 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=124/600, eta=3 hours, 16 minutes] |
| train/CrossEntropyLoss=0.0139 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.441 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.2543 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.819 |
| train/location_acc=0.1875 |
| train/token_losses=19.82 |
| throughput/total_tokens=2,031,616 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:56:31.925 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=125/600, eta=3 hours, 15 minutes] |
| train/CrossEntropyLoss=0.0238 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.553 |
| train/patch_acc=0.5312 |
| train/subpatch_loss=0.4405 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.780 |
| train/location_acc=0.2500 |
| train/token_losses=21.31 |
| throughput/total_tokens=2,048,000 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:56:56.444 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=126/600, eta=3 hours, 15 minutes] |
| train/CrossEntropyLoss=0.1086 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.395 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.5356 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.939 |
| train/location_acc=0.2500 |
| train/token_losses=21.05 |
| throughput/total_tokens=2,064,384 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:57:21.001 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=127/600, eta=3 hours, 14 minutes] |
| train/CrossEntropyLoss=0.0365 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.157 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.5170 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.781 |
| train/location_acc=0.3125 |
| train/token_losses=18.44 |
| throughput/total_tokens=2,080,768 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 12:57:45.562 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=128/600, eta=3 hours, 14 minutes] |
| train/CrossEntropyLoss=0.0266 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8668 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2891 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.856 |
| train/location_acc=0.1875 |
| train/token_losses=15.51 |
| throughput/total_tokens=2,097,152 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:58:10.086 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=129/600, eta=3 hours, 13 minutes] |
| train/CrossEntropyLoss=0.0334 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.429 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.2467 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.959 |
| train/location_acc=0.1250 |
| train/token_losses=20.26 |
| throughput/total_tokens=2,113,536 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:58:34.624 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=130/600, eta=3 hours, 13 minutes] |
| train/CrossEntropyLoss=0.1707 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9573 |
| train/patch_loss=1.732 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.6073 |
| train/subpatch_acc=0.8125 |
| train/location_loss=2.004 |
| train/location_acc=0.1250 |
| train/token_losses=24.30 |
| throughput/total_tokens=2,129,920 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 12:58:59.150 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=131/600, eta=3 hours, 13 minutes] |
| train/CrossEntropyLoss=0.0336 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.114 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.3193 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.713 |
| train/location_acc=0.3750 |
| train/token_losses=17.04 |
| throughput/total_tokens=2,146,304 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:59:23.683 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=132/600, eta=3 hours, 12 minutes] |
| train/CrossEntropyLoss=0.1020 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9695 |
| train/patch_loss=1.392 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.4300 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.842 |
| train/location_acc=0.5000 |
| train/token_losses=20.22 |
| throughput/total_tokens=2,162,688 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 12:59:48.202 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=133/600, eta=3 hours, 12 minutes] |
| train/CrossEntropyLoss=0.0605 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.475 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.3237 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.845 |
| train/location_acc=0.3125 |
| train/token_losses=20.47 |
| throughput/total_tokens=2,179,072 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:00:12.767 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=134/600, eta=3 hours, 11 minutes] |
| train/CrossEntropyLoss=0.0575 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.634 |
| train/patch_acc=0.5312 |
| train/subpatch_loss=0.6145 |
| train/subpatch_acc=0.6875 |
| train/location_loss=1.942 |
| train/location_acc=0.1875 |
| train/token_losses=23.30 |
| throughput/total_tokens=2,195,456 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:00:37.283 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=135/600, eta=3 hours, 11 minutes] |
| train/CrossEntropyLoss=0.0111 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.194 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.2538 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.749 |
| train/location_acc=0.4375 |
| train/token_losses=17.57 |
| throughput/total_tokens=2,211,840 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:01:01.819 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=136/600, eta=3 hours, 11 minutes] |
| train/CrossEntropyLoss=0.0540 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.416 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.4363 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.720 |
| train/location_acc=0.3750 |
| train/token_losses=19.95 |
| throughput/total_tokens=2,228,224 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:01:26.392 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=137/600, eta=3 hours, 10 minutes] |
| train/CrossEntropyLoss=0.0908 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9756 |
| train/patch_loss=1.184 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.4609 |
| train/subpatch_acc=0.7500 |
| train/location_loss=1.786 |
| train/location_acc=0.3125 |
| train/token_losses=18.46 |
| throughput/total_tokens=2,244,608 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:01:50.929 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=138/600, eta=3 hours, 10 minutes] |
| train/CrossEntropyLoss=0.0051 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.359 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.3542 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.872 |
| train/location_acc=0.3125 |
| train/token_losses=19.78 |
| throughput/total_tokens=2,260,992 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:02:15.465 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=139/600, eta=3 hours, 9 minutes] |
| train/CrossEntropyLoss=0.0216 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.101 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.4480 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.658 |
| train/location_acc=0.3125 |
| train/token_losses=17.24 |
| throughput/total_tokens=2,277,376 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:02:39.993 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=140/600, eta=3 hours, 9 minutes] |
| train/CrossEntropyLoss=0.0368 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9627 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.3435 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.804 |
| train/location_acc=0.3125 |
| train/token_losses=16.29 |
| throughput/total_tokens=2,293,760 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 13:03:04.520 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=141/600, eta=3 hours, 9 minutes] |
| train/CrossEntropyLoss=0.0525 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.332 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.4711 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.731 |
| train/location_acc=0.2500 |
| train/token_losses=19.46 |
| throughput/total_tokens=2,310,144 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:03:29.061 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=142/600, eta=3 hours, 8 minutes] |
| train/CrossEntropyLoss=0.0642 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9765 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.3014 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.723 |
| train/location_acc=0.4375 |
| train/token_losses=15.91 |
| throughput/total_tokens=2,326,528 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:03:53.595 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=143/600, eta=3 hours, 8 minutes] |
| train/CrossEntropyLoss=0.0065 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.298 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.3005 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.505 |
| train/location_acc=0.3125 |
| train/token_losses=17.60 |
| throughput/total_tokens=2,342,912 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:04:18.117 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=144/600, eta=3 hours, 7 minutes] |
| train/CrossEntropyLoss=0.0146 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.491 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.4538 |
| train/subpatch_acc=0.7500 |
| train/location_loss=1.602 |
| train/location_acc=0.3125 |
| train/token_losses=20.15 |
| throughput/total_tokens=2,359,296 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:04:42.628 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=145/600, eta=3 hours, 7 minutes] |
| train/CrossEntropyLoss=0.0028 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=1.285 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.3834 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.727 |
| train/location_acc=0.1875 |
| train/token_losses=18.72 |
| throughput/total_tokens=2,375,680 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:05:07.162 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=146/600, eta=3 hours, 6 minutes] |
| train/CrossEntropyLoss=0.0282 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.255 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.3107 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.670 |
| train/location_acc=0.3125 |
| train/token_losses=17.97 |
| throughput/total_tokens=2,392,064 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:05:31.677 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=147/600, eta=3 hours, 6 minutes] |
| train/CrossEntropyLoss=0.0533 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.565 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.3059 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.772 |
| train/location_acc=0.3125 |
| train/token_losses=20.83 |
| throughput/total_tokens=2,408,448 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:05:56.203 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=148/600, eta=3 hours, 6 minutes] |
| train/CrossEntropyLoss=0.0157 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.108 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2035 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.672 |
| train/location_acc=0.5000 |
| train/token_losses=16.37 |
| throughput/total_tokens=2,424,832 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:06:20.727 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=149/600, eta=3 hours, 5 minutes] |
| train/CrossEntropyLoss=0.0101 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.064 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.4900 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.786 |
| train/location_acc=0.2500 |
| train/token_losses=17.62 |
| throughput/total_tokens=2,441,216 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:06:45.254 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=150/600, eta=3 hours, 5 minutes] |
| train/CrossEntropyLoss=0.0163 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.165 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.2850 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.599 |
| train/location_acc=0.4375 |
| train/token_losses=16.86 |
| throughput/total_tokens=2,457,600 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 13:07:09.800 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=151/600, eta=3 hours, 4 minutes] |
| train/CrossEntropyLoss=0.0474 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9817 |
| train/patch_loss=1.170 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.4678 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.663 |
| train/location_acc=0.2500 |
| train/token_losses=17.88 |
| throughput/total_tokens=2,473,984 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:07:34.328 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=152/600, eta=3 hours, 4 minutes] |
| train/CrossEntropyLoss=0.0191 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.241 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.3746 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.537 |
| train/location_acc=0.3750 |
| train/token_losses=17.58 |
| throughput/total_tokens=2,490,368 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:07:58.863 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=153/600, eta=3 hours, 4 minutes] |
| train/CrossEntropyLoss=0.0190 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.465 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.3709 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.708 |
| train/location_acc=0.3750 |
| train/token_losses=20.04 |
| throughput/total_tokens=2,506,752 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:08:23.403 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=154/600, eta=3 hours, 3 minutes] |
| train/CrossEntropyLoss=0.0112 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.8831 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.3709 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.668 |
| train/location_acc=0.3125 |
| train/token_losses=15.22 |
| throughput/total_tokens=2,523,136 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:08:47.931 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=155/600, eta=3 hours, 3 minutes] |
| train/CrossEntropyLoss=0.0064 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.453 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.4556 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.675 |
| train/location_acc=0.4375 |
| train/token_losses=20.15 |
| throughput/total_tokens=2,539,520 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:09:12.452 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=156/600, eta=3 hours, 2 minutes] |
| train/CrossEntropyLoss=0.0109 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.463 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.3136 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.628 |
| train/location_acc=0.3125 |
| train/token_losses=19.47 |
| throughput/total_tokens=2,555,904 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:09:36.991 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=157/600, eta=3 hours, 2 minutes] |
| train/CrossEntropyLoss=0.0836 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.431 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.4361 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.859 |
| train/location_acc=0.2500 |
| train/token_losses=20.63 |
| throughput/total_tokens=2,572,288 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:10:01.545 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=158/600, eta=3 hours, 2 minutes] |
| train/CrossEntropyLoss=0.0269 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.083 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.3754 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.622 |
| train/location_acc=0.3750 |
| train/token_losses=16.65 |
| throughput/total_tokens=2,588,672 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:10:26.079 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=159/600, eta=3 hours, 1 minute] |
| train/CrossEntropyLoss=0.0153 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.072 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2790 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.598 |
| train/location_acc=0.4375 |
| train/token_losses=16.08 |
| throughput/total_tokens=2,605,056 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:10:50.618 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=160/600, eta=3 hours, 1 minute] |
| train/CrossEntropyLoss=0.0260 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.132 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.2304 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.668 |
| train/location_acc=0.5000 |
| train/token_losses=16.65 |
| throughput/total_tokens=2,621,440 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 13:11:15.129 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=161/600, eta=3 hours] |
| train/CrossEntropyLoss=0.0129 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.368 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.5876 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.330 |
| train/location_acc=0.5000 |
| train/token_losses=18.62 |
| throughput/total_tokens=2,637,824 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:11:39.657 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=162/600, eta=3 hours] |
| train/CrossEntropyLoss=0.0313 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.614 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.5735 |
| train/subpatch_acc=0.7500 |
| train/location_loss=1.315 |
| train/location_acc=0.5000 |
| train/token_losses=20.47 |
| throughput/total_tokens=2,654,208 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:12:04.193 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=163/600, eta=2 hours, 59 minutes] |
| train/CrossEntropyLoss=0.0144 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9331 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.3364 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.756 |
| train/location_acc=0.3125 |
| train/token_losses=15.84 |
| throughput/total_tokens=2,670,592 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:12:28.734 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=164/600, eta=2 hours, 59 minutes] |
| train/CrossEntropyLoss=0.0112 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.141 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.3451 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.258 |
| train/location_acc=0.6875 |
| train/token_losses=15.54 |
| throughput/total_tokens=2,686,976 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:12:53.281 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=165/600, eta=2 hours, 59 minutes] |
| train/CrossEntropyLoss=0.0094 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.152 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.1018 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.549 |
| train/location_acc=0.4375 |
| train/token_losses=15.82 |
| throughput/total_tokens=2,703,360 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:13:17.823 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=166/600, eta=2 hours, 58 minutes] |
| train/CrossEntropyLoss=0.0410 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.257 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1011 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.639 |
| train/location_acc=0.3125 |
| train/token_losses=17.01 |
| throughput/total_tokens=2,719,744 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:13:42.371 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=167/600, eta=2 hours, 58 minutes] |
| train/CrossEntropyLoss=0.0672 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.282 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.4091 |
| train/subpatch_acc=0.7500 |
| train/location_loss=1.628 |
| train/location_acc=0.3750 |
| train/token_losses=18.40 |
| throughput/total_tokens=2,736,128 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:14:06.899 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=168/600, eta=2 hours, 57 minutes] |
| train/CrossEntropyLoss=0.0142 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.163 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.3293 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.592 |
| train/location_acc=0.2500 |
| train/token_losses=16.99 |
| throughput/total_tokens=2,752,512 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:14:31.429 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=169/600, eta=2 hours, 57 minutes] |
| train/CrossEntropyLoss=0.0060 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.139 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.2333 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.667 |
| train/location_acc=0.3125 |
| train/token_losses=16.72 |
| throughput/total_tokens=2,768,896 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:14:55.983 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=170/600, eta=2 hours, 57 minutes] |
| train/CrossEntropyLoss=0.0703 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9787 |
| train/patch_loss=1.083 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.2817 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.695 |
| train/location_acc=0.4375 |
| train/token_losses=16.57 |
| throughput/total_tokens=2,785,280 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 13:15:20.516 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=171/600, eta=2 hours, 56 minutes] |
| train/CrossEntropyLoss=0.0451 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.149 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.3964 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.592 |
| train/location_acc=0.3750 |
| train/token_losses=17.15 |
| throughput/total_tokens=2,801,664 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:15:45.042 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=172/600, eta=2 hours, 56 minutes] |
| train/CrossEntropyLoss=0.0082 |
| train/ZLoss=0.0004 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.276 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.3910 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.544 |
| train/location_acc=0.3750 |
| train/token_losses=17.94 |
| throughput/total_tokens=2,818,048 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:16:09.560 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=173/600, eta=2 hours, 55 minutes] |
| train/CrossEntropyLoss=0.0532 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6955 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1646 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.452 |
| train/location_acc=0.4375 |
| train/token_losses=12.03 |
| throughput/total_tokens=2,834,432 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:16:34.090 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=174/600, eta=2 hours, 55 minutes] |
| train/CrossEntropyLoss=0.0329 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.090 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2271 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.771 |
| train/location_acc=0.2500 |
| train/token_losses=16.71 |
| throughput/total_tokens=2,850,816 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:16:58.602 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=175/600, eta=2 hours, 55 minutes] |
| train/CrossEntropyLoss=0.0124 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.091 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.2746 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.659 |
| train/location_acc=0.3750 |
| train/token_losses=16.46 |
| throughput/total_tokens=2,867,200 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:17:23.141 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=176/600, eta=2 hours, 54 minutes] |
| train/CrossEntropyLoss=0.0240 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.338 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.2365 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.468 |
| train/location_acc=0.5000 |
| train/token_losses=17.52 |
| throughput/total_tokens=2,883,584 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:17:47.667 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=177/600, eta=2 hours, 54 minutes] |
| train/CrossEntropyLoss=0.0295 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.9045 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.2576 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.500 |
| train/location_acc=0.5000 |
| train/token_losses=14.27 |
| throughput/total_tokens=2,899,968 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:18:12.208 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=178/600, eta=2 hours, 53 minutes] |
| train/CrossEntropyLoss=0.0234 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.113 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.3337 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.221 |
| train/location_acc=0.6250 |
| train/token_losses=15.12 |
| throughput/total_tokens=2,916,352 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:18:36.735 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=179/600, eta=2 hours, 53 minutes] |
| train/CrossEntropyLoss=0.0345 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.193 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.4259 |
| train/subpatch_acc=0.7500 |
| train/location_loss=1.797 |
| train/location_acc=0.3125 |
| train/token_losses=18.44 |
| throughput/total_tokens=2,932,736 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:19:01.278 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=180/600, eta=2 hours, 52 minutes] |
| train/CrossEntropyLoss=0.0233 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.132 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.4378 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.980 |
| train/location_acc=0.1875 |
| train/token_losses=18.73 |
| throughput/total_tokens=2,949,120 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 13:19:25.792 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=181/600, eta=2 hours, 52 minutes] |
| train/CrossEntropyLoss=0.0150 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.9730 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.3283 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.438 |
| train/location_acc=0.4375 |
| train/token_losses=14.85 |
| throughput/total_tokens=2,965,504 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:19:50.311 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=182/600, eta=2 hours, 52 minutes] |
| train/CrossEntropyLoss=0.0263 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.335 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.1778 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.782 |
| train/location_acc=0.3125 |
| train/token_losses=18.52 |
| throughput/total_tokens=2,981,888 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:20:14.838 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=183/600, eta=2 hours, 51 minutes] |
| train/CrossEntropyLoss=0.0169 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.426 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.6100 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.278 |
| train/location_acc=0.3750 |
| train/token_losses=18.96 |
| throughput/total_tokens=2,998,272 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:20:39.358 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=184/600, eta=2 hours, 51 minutes] |
| train/CrossEntropyLoss=0.0600 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.185 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.3371 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.671 |
| train/location_acc=0.3750 |
| train/token_losses=17.52 |
| throughput/total_tokens=3,014,656 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:21:03.885 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=185/600, eta=2 hours, 50 minutes] |
| train/CrossEntropyLoss=0.0675 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.302 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.6097 |
| train/subpatch_acc=0.6250 |
| train/location_loss=1.661 |
| train/location_acc=0.4375 |
| train/token_losses=19.50 |
| throughput/total_tokens=3,031,040 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:21:28.413 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=186/600, eta=2 hours, 50 minutes] |
| train/CrossEntropyLoss=0.0247 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.9202 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2108 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.261 |
| train/location_acc=0.6250 |
| train/token_losses=13.25 |
| throughput/total_tokens=3,047,424 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:21:52.950 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=187/600, eta=2 hours, 50 minutes] |
| train/CrossEntropyLoss=0.0259 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.9579 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.3063 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.871 |
| train/location_acc=0.1250 |
| train/token_losses=16.37 |
| throughput/total_tokens=3,063,808 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:22:17.463 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=188/600, eta=2 hours, 49 minutes] |
| train/CrossEntropyLoss=0.0374 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.109 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.2732 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.625 |
| train/location_acc=0.3125 |
| train/token_losses=16.46 |
| throughput/total_tokens=3,080,192 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:22:42.005 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=189/600, eta=2 hours, 49 minutes] |
| train/CrossEntropyLoss=0.0438 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9955 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2958 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.362 |
| train/location_acc=0.6250 |
| train/token_losses=14.60 |
| throughput/total_tokens=3,096,576 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:23:06.527 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=190/600, eta=2 hours, 48 minutes] |
| train/CrossEntropyLoss=0.0068 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.233 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.3008 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.876 |
| train/location_acc=0.3125 |
| train/token_losses=18.58 |
| throughput/total_tokens=3,112,960 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 13:23:31.109 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=191/600, eta=2 hours, 48 minutes] |
| train/CrossEntropyLoss=0.0285 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.189 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.6557 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.218 |
| train/location_acc=0.6250 |
| train/token_losses=17.01 |
| throughput/total_tokens=3,129,344 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:23:55.663 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=192/600, eta=2 hours, 48 minutes] |
| train/CrossEntropyLoss=0.0254 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8855 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.2937 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.316 |
| train/location_acc=0.5625 |
| train/token_losses=13.52 |
| throughput/total_tokens=3,145,728 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:24:20.186 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=193/600, eta=2 hours, 47 minutes] |
| train/CrossEntropyLoss=0.0634 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9928 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.3289 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.473 |
| train/location_acc=0.3125 |
| train/token_losses=15.15 |
| throughput/total_tokens=3,162,112 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:24:44.698 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=194/600, eta=2 hours, 47 minutes] |
| train/CrossEntropyLoss=0.0244 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.053 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.4282 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.652 |
| train/location_acc=0.3750 |
| train/token_losses=16.74 |
| throughput/total_tokens=3,178,496 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:25:09.224 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=195/600, eta=2 hours, 46 minutes] |
| train/CrossEntropyLoss=0.1309 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9695 |
| train/patch_loss=1.219 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.3268 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.750 |
| train/location_acc=0.3750 |
| train/token_losses=18.06 |
| throughput/total_tokens=3,194,880 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:25:33.777 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=196/600, eta=2 hours, 46 minutes] |
| train/CrossEntropyLoss=0.0285 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.229 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.2189 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.428 |
| train/location_acc=0.3750 |
| train/token_losses=16.42 |
| throughput/total_tokens=3,211,264 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:25:58.309 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=197/600, eta=2 hours, 45 minutes] |
| train/CrossEntropyLoss=0.0283 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.8187 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.2523 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.410 |
| train/location_acc=0.6875 |
| train/token_losses=13.20 |
| throughput/total_tokens=3,227,648 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:26:22.846 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=198/600, eta=2 hours, 45 minutes] |
| train/CrossEntropyLoss=0.0526 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.059 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.2388 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.254 |
| train/location_acc=0.5625 |
| train/token_losses=14.44 |
| throughput/total_tokens=3,244,032 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:26:47.394 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=199/600, eta=2 hours, 45 minutes] |
| train/CrossEntropyLoss=0.0289 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.007 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2643 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.346 |
| train/location_acc=0.6250 |
| train/token_losses=14.50 |
| throughput/total_tokens=3,260,416 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:27:11.948 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=200/600, eta=2 hours, 44 minutes] |
| train/CrossEntropyLoss=0.0600 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.159 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.2863 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.838 |
| train/location_acc=0.2500 |
| train/token_losses=17.77 |
| throughput/total_tokens=3,276,800 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 13:27:11.949 2012bc4f83ae:0 olmo.train.trainer:1415 INFO Saving checkpoint... |
| 2026-07-27 13:27:14.021 2012bc4f83ae:0 olmo.train.trainer:1420 INFO Checkpoint saved to /runpod-volume/firewarning-pointing/checkpoints/molmopoint-strong-curated-ground-v1/step200 |
| 2026-07-27 13:27:38.825 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=201/600, eta=2 hours, 44 minutes] |
| train/CrossEntropyLoss=0.0293 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.051 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.3679 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.443 |
| train/location_acc=0.3750 |
| train/token_losses=15.65 |
| throughput/total_tokens=3,293,184 |
| throughput/device/tokens_per_second=660.6 |
| throughput/device/batches_per_second=0.0403 |
| 2026-07-27 13:28:03.333 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=202/600, eta=2 hours, 44 minutes] |
| train/CrossEntropyLoss=0.0306 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.054 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2129 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.518 |
| train/location_acc=0.3125 |
| train/token_losses=15.35 |
| throughput/total_tokens=3,309,568 |
| throughput/device/tokens_per_second=664.5 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 13:28:27.845 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=203/600, eta=2 hours, 43 minutes] |
| train/CrossEntropyLoss=0.0073 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.8504 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.4100 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.256 |
| train/location_acc=0.6250 |
| train/token_losses=13.47 |
| throughput/total_tokens=3,325,952 |
| throughput/device/tokens_per_second=665.8 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 13:28:52.367 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=204/600, eta=2 hours, 43 minutes] |
| train/CrossEntropyLoss=0.0616 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.9215 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.3042 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.487 |
| train/location_acc=0.5625 |
| train/token_losses=14.54 |
| throughput/total_tokens=3,342,336 |
| throughput/device/tokens_per_second=666.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:29:16.910 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=205/600, eta=2 hours, 42 minutes] |
| train/CrossEntropyLoss=0.0230 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.298 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.0624 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.345 |
| train/location_acc=0.5000 |
| train/token_losses=16.02 |
| throughput/total_tokens=3,358,720 |
| throughput/device/tokens_per_second=666.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:29:41.457 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=206/600, eta=2 hours, 42 minutes] |
| train/CrossEntropyLoss=0.0925 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.8903 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1460 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.410 |
| train/location_acc=0.6250 |
| train/token_losses=13.35 |
| throughput/total_tokens=3,375,104 |
| throughput/device/tokens_per_second=666.8 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:30:06.044 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=207/600, eta=2 hours, 41 minutes] |
| train/CrossEntropyLoss=0.0411 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8739 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.3182 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.522 |
| train/location_acc=0.5000 |
| train/token_losses=14.35 |
| throughput/total_tokens=3,391,488 |
| throughput/device/tokens_per_second=666.7 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:30:30.612 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=208/600, eta=2 hours, 41 minutes] |
| train/CrossEntropyLoss=0.0214 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.8943 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2751 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.418 |
| train/location_acc=0.4375 |
| train/token_losses=13.93 |
| throughput/total_tokens=3,407,872 |
| throughput/device/tokens_per_second=666.7 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:30:55.163 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=209/600, eta=2 hours, 41 minutes] |
| train/CrossEntropyLoss=0.0188 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.078 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.2879 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.392 |
| train/location_acc=0.5625 |
| train/token_losses=15.34 |
| throughput/total_tokens=3,424,256 |
| throughput/device/tokens_per_second=666.8 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:31:19.711 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=210/600, eta=2 hours, 40 minutes] |
| train/CrossEntropyLoss=0.0155 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.275 |
| train/patch_acc=0.5312 |
| train/subpatch_loss=0.3120 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.386 |
| train/location_acc=0.5000 |
| train/token_losses=17.00 |
| throughput/total_tokens=3,440,640 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 13:31:44.270 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=211/600, eta=2 hours, 40 minutes] |
| train/CrossEntropyLoss=0.0205 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.103 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2393 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.606 |
| train/location_acc=0.5000 |
| train/token_losses=16.21 |
| throughput/total_tokens=3,457,024 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:32:08.832 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=212/600, eta=2 hours, 39 minutes] |
| train/CrossEntropyLoss=0.0853 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9756 |
| train/patch_loss=0.8682 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1177 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.465 |
| train/location_acc=0.6250 |
| train/token_losses=13.28 |
| throughput/total_tokens=3,473,408 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:32:33.365 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=213/600, eta=2 hours, 39 minutes] |
| train/CrossEntropyLoss=0.0334 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.273 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1824 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.257 |
| train/location_acc=0.5625 |
| train/token_losses=15.94 |
| throughput/total_tokens=3,489,792 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:32:57.926 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=214/600, eta=2 hours, 39 minutes] |
| train/CrossEntropyLoss=0.1748 |
| train/ZLoss=0.0008 |
| train/Accuracy=0.9573 |
| train/patch_loss=1.301 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.5103 |
| train/subpatch_acc=0.7500 |
| train/location_loss=1.428 |
| train/location_acc=0.4375 |
| train/token_losses=18.16 |
| throughput/total_tokens=3,506,176 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:33:22.468 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=215/600, eta=2 hours, 38 minutes] |
| train/CrossEntropyLoss=0.0172 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.9626 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2434 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.455 |
| train/location_acc=0.3750 |
| train/token_losses=14.49 |
| throughput/total_tokens=3,522,560 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:33:47.011 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=216/600, eta=2 hours, 38 minutes] |
| train/CrossEntropyLoss=0.0399 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.217 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.2705 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.464 |
| train/location_acc=0.5000 |
| train/token_losses=16.68 |
| throughput/total_tokens=3,538,944 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:34:11.551 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=217/600, eta=2 hours, 37 minutes] |
| train/CrossEntropyLoss=0.0432 |
| train/ZLoss=0.0008 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9462 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2386 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.495 |
| train/location_acc=0.2500 |
| train/token_losses=14.50 |
| throughput/total_tokens=3,555,328 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:34:36.078 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=218/600, eta=2 hours, 37 minutes] |
| train/CrossEntropyLoss=0.0701 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.220 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1752 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.483 |
| train/location_acc=0.5000 |
| train/token_losses=16.39 |
| throughput/total_tokens=3,571,712 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:35:00.625 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=219/600, eta=2 hours, 37 minutes] |
| train/CrossEntropyLoss=0.1799 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9512 |
| train/patch_loss=1.607 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.4187 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.806 |
| train/location_acc=0.2500 |
| train/token_losses=21.75 |
| throughput/total_tokens=3,588,096 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:35:25.146 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=220/600, eta=2 hours, 36 minutes] |
| train/CrossEntropyLoss=0.0537 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.7372 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.3014 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.344 |
| train/location_acc=0.4375 |
| train/token_losses=12.48 |
| throughput/total_tokens=3,604,480 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 13:35:49.675 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=221/600, eta=2 hours, 36 minutes] |
| train/CrossEntropyLoss=0.0350 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.025 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.2243 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.018 |
| train/location_acc=0.6875 |
| train/token_losses=13.17 |
| throughput/total_tokens=3,620,864 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:36:14.204 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=222/600, eta=2 hours, 35 minutes] |
| train/CrossEntropyLoss=0.0978 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.8802 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1338 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.189 |
| train/location_acc=0.3750 |
| train/token_losses=12.33 |
| throughput/total_tokens=3,637,248 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:36:38.754 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=223/600, eta=2 hours, 35 minutes] |
| train/CrossEntropyLoss=0.0557 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.046 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2319 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.626 |
| train/location_acc=0.4375 |
| train/token_losses=15.80 |
| throughput/total_tokens=3,653,632 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:37:03.264 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=224/600, eta=2 hours, 34 minutes] |
| train/CrossEntropyLoss=0.0472 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.042 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.2576 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.410 |
| train/location_acc=0.4375 |
| train/token_losses=15.00 |
| throughput/total_tokens=3,670,016 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:37:27.795 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=225/600, eta=2 hours, 34 minutes] |
| train/CrossEntropyLoss=0.0534 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.149 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.2417 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.706 |
| train/location_acc=0.3125 |
| train/token_losses=16.98 |
| throughput/total_tokens=3,686,400 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:37:52.329 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=226/600, eta=2 hours, 34 minutes] |
| train/CrossEntropyLoss=0.0523 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.309 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.2771 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.254 |
| train/location_acc=0.5000 |
| train/token_losses=16.59 |
| throughput/total_tokens=3,702,784 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 13:38:16.830 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=227/600, eta=2 hours, 33 minutes] |
| train/CrossEntropyLoss=0.0206 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.9175 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.2195 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.121 |
| train/location_acc=0.5625 |
| train/token_losses=12.70 |
| throughput/total_tokens=3,719,168 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:38:41.343 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=228/600, eta=2 hours, 33 minutes] |
| train/CrossEntropyLoss=0.1867 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9573 |
| train/patch_loss=1.037 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2476 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.236 |
| train/location_acc=0.6875 |
| train/token_losses=14.23 |
| throughput/total_tokens=3,735,552 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:39:05.891 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=229/600, eta=2 hours, 32 minutes] |
| train/CrossEntropyLoss=0.0551 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.5599 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.1258 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.237 |
| train/location_acc=0.4375 |
| train/token_losses=9.929 |
| throughput/total_tokens=3,751,936 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:39:30.417 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=230/600, eta=2 hours, 32 minutes] |
| train/CrossEntropyLoss=0.0035 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=0.8505 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1754 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.046 |
| train/location_acc=0.7500 |
| train/token_losses=11.69 |
| throughput/total_tokens=3,768,320 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 13:39:54.960 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=231/600, eta=2 hours, 32 minutes] |
| train/CrossEntropyLoss=0.0323 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.8545 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.3340 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.460 |
| train/location_acc=0.6250 |
| train/token_losses=14.01 |
| throughput/total_tokens=3,784,704 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:40:19.488 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=232/600, eta=2 hours, 31 minutes] |
| train/CrossEntropyLoss=0.0479 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.033 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1189 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.682 |
| train/location_acc=0.3125 |
| train/token_losses=15.47 |
| throughput/total_tokens=3,801,088 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:40:43.992 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=233/600, eta=2 hours, 31 minutes] |
| train/CrossEntropyLoss=0.0547 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.8717 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2355 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.269 |
| train/location_acc=0.6875 |
| train/token_losses=12.99 |
| throughput/total_tokens=3,817,472 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:41:08.517 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=234/600, eta=2 hours, 30 minutes] |
| train/CrossEntropyLoss=0.0361 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.9063 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0744 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.626 |
| train/location_acc=0.3125 |
| train/token_losses=14.05 |
| throughput/total_tokens=3,833,856 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:41:33.040 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=235/600, eta=2 hours, 30 minutes] |
| train/CrossEntropyLoss=0.0025 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=1.220 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1315 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.569 |
| train/location_acc=0.4375 |
| train/token_losses=16.56 |
| throughput/total_tokens=3,850,240 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:41:57.567 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=236/600, eta=2 hours, 30 minutes] |
| train/CrossEntropyLoss=0.0628 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8635 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1229 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.443 |
| train/location_acc=0.4375 |
| train/token_losses=13.17 |
| throughput/total_tokens=3,866,624 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:42:22.114 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=237/600, eta=2 hours, 29 minutes] |
| train/CrossEntropyLoss=0.0222 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.098 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2108 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.544 |
| train/location_acc=0.4375 |
| train/token_losses=15.80 |
| throughput/total_tokens=3,883,008 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:42:46.651 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=238/600, eta=2 hours, 29 minutes] |
| train/CrossEntropyLoss=0.0095 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.8421 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.2148 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.535 |
| train/location_acc=0.2500 |
| train/token_losses=13.74 |
| throughput/total_tokens=3,899,392 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:43:11.211 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=239/600, eta=2 hours, 28 minutes] |
| train/CrossEntropyLoss=0.3109 |
| train/ZLoss=0.0011 |
| train/Accuracy=0.9177 |
| train/patch_loss=1.624 |
| train/patch_acc=0.5312 |
| train/subpatch_loss=0.3211 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.556 |
| train/location_acc=0.4375 |
| train/token_losses=20.50 |
| throughput/total_tokens=3,915,776 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:43:35.734 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=240/600, eta=2 hours, 28 minutes] |
| train/CrossEntropyLoss=0.0193 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.9187 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1558 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.304 |
| train/location_acc=0.4375 |
| train/token_losses=13.19 |
| throughput/total_tokens=3,932,160 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 13:44:00.252 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=241/600, eta=2 hours, 28 minutes] |
| train/CrossEntropyLoss=0.0043 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=0.9915 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.2114 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.313 |
| train/location_acc=0.5000 |
| train/token_losses=14.03 |
| throughput/total_tokens=3,948,544 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:44:24.793 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=242/600, eta=2 hours, 27 minutes] |
| train/CrossEntropyLoss=0.0011 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=0.8858 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.2204 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.245 |
| train/location_acc=0.6250 |
| train/token_losses=12.95 |
| throughput/total_tokens=3,964,928 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:44:49.321 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=243/600, eta=2 hours, 27 minutes] |
| train/CrossEntropyLoss=0.0215 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.9519 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1854 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.8762 |
| train/location_acc=0.8125 |
| train/token_losses=11.86 |
| throughput/total_tokens=3,981,312 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:45:13.869 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=244/600, eta=2 hours, 26 minutes] |
| train/CrossEntropyLoss=0.1967 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9573 |
| train/patch_loss=1.119 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.2741 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.164 |
| train/location_acc=0.5625 |
| train/token_losses=14.70 |
| throughput/total_tokens=3,997,696 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:45:38.386 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=245/600, eta=2 hours, 26 minutes] |
| train/CrossEntropyLoss=0.0808 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.004 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.2528 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.253 |
| train/location_acc=0.5625 |
| train/token_losses=14.06 |
| throughput/total_tokens=4,014,080 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:46:02.943 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=246/600, eta=2 hours, 25 minutes] |
| train/CrossEntropyLoss=0.0040 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=0.8777 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0873 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.353 |
| train/location_acc=0.5000 |
| train/token_losses=12.78 |
| throughput/total_tokens=4,030,464 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:46:27.483 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=247/600, eta=2 hours, 25 minutes] |
| train/CrossEntropyLoss=0.0429 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.8240 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.3038 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.192 |
| train/location_acc=0.6250 |
| train/token_losses=12.57 |
| throughput/total_tokens=4,046,848 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:46:52.034 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=248/600, eta=2 hours, 25 minutes] |
| train/CrossEntropyLoss=0.0131 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.345 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.5328 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.558 |
| train/location_acc=0.2500 |
| train/token_losses=19.12 |
| throughput/total_tokens=4,063,232 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:47:16.564 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=249/600, eta=2 hours, 24 minutes] |
| train/CrossEntropyLoss=0.0241 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7069 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.2217 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.622 |
| train/location_acc=0.5000 |
| train/token_losses=13.03 |
| throughput/total_tokens=4,079,616 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:47:41.106 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=250/600, eta=2 hours, 24 minutes] |
| train/CrossEntropyLoss=0.2137 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9543 |
| train/patch_loss=1.249 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.3959 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.353 |
| train/location_acc=0.6250 |
| train/token_losses=16.99 |
| throughput/total_tokens=4,096,000 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 13:48:05.634 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=251/600, eta=2 hours, 23 minutes] |
| train/CrossEntropyLoss=0.0515 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.7189 |
| train/patch_acc=0.9062 |
| train/subpatch_loss=0.2479 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.613 |
| train/location_acc=0.4375 |
| train/token_losses=13.20 |
| throughput/total_tokens=4,112,384 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:48:30.161 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=252/600, eta=2 hours, 23 minutes] |
| train/CrossEntropyLoss=0.1297 |
| train/ZLoss=0.0008 |
| train/Accuracy=0.9634 |
| train/patch_loss=0.7759 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1923 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.050 |
| train/location_acc=0.7500 |
| train/token_losses=11.18 |
| throughput/total_tokens=4,128,768 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:48:54.711 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=253/600, eta=2 hours, 23 minutes] |
| train/CrossEntropyLoss=0.0535 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9858 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.2582 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.177 |
| train/location_acc=0.5625 |
| train/token_losses=13.63 |
| throughput/total_tokens=4,145,152 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:49:19.246 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=254/600, eta=2 hours, 22 minutes] |
| train/CrossEntropyLoss=0.0135 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.034 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2770 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.378 |
| train/location_acc=0.3750 |
| train/token_losses=14.89 |
| throughput/total_tokens=4,161,536 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:49:43.753 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=255/600, eta=2 hours, 22 minutes] |
| train/CrossEntropyLoss=0.0803 |
| train/ZLoss=0.0008 |
| train/Accuracy=0.9787 |
| train/patch_loss=0.9407 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1897 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.147 |
| train/location_acc=0.6250 |
| train/token_losses=12.87 |
| throughput/total_tokens=4,177,920 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:50:08.264 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=256/600, eta=2 hours, 21 minutes] |
| train/CrossEntropyLoss=0.0515 |
| train/ZLoss=0.0004 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.6302 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0882 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.074 |
| train/location_acc=0.6875 |
| train/token_losses=9.691 |
| throughput/total_tokens=4,194,304 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:50:32.811 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=257/600, eta=2 hours, 21 minutes] |
| train/CrossEntropyLoss=0.0159 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7382 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.3982 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.150 |
| train/location_acc=0.5000 |
| train/token_losses=12.10 |
| throughput/total_tokens=4,210,688 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:50:57.356 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=258/600, eta=2 hours, 21 minutes] |
| train/CrossEntropyLoss=0.1636 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9573 |
| train/patch_loss=1.554 |
| train/patch_acc=0.5625 |
| train/subpatch_loss=0.4832 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.421 |
| train/location_acc=0.6250 |
| train/token_losses=20.05 |
| throughput/total_tokens=4,227,072 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:51:21.882 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=259/600, eta=2 hours, 20 minutes] |
| train/CrossEntropyLoss=0.0355 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.8291 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1790 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.386 |
| train/location_acc=0.5625 |
| train/token_losses=12.89 |
| throughput/total_tokens=4,243,456 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:51:46.398 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=260/600, eta=2 hours, 20 minutes] |
| train/CrossEntropyLoss=0.0893 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9787 |
| train/patch_loss=1.039 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.1693 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.249 |
| train/location_acc=0.6875 |
| train/token_losses=13.98 |
| throughput/total_tokens=4,259,840 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 13:52:10.935 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=261/600, eta=2 hours, 19 minutes] |
| train/CrossEntropyLoss=0.0612 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.090 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.2390 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.391 |
| train/location_acc=0.5000 |
| train/token_losses=15.24 |
| throughput/total_tokens=4,276,224 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:52:35.477 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=262/600, eta=2 hours, 19 minutes] |
| train/CrossEntropyLoss=0.0375 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8209 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.3192 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.142 |
| train/location_acc=0.5625 |
| train/token_losses=12.41 |
| throughput/total_tokens=4,292,608 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:53:00.022 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=263/600, eta=2 hours, 18 minutes] |
| train/CrossEntropyLoss=0.0042 |
| train/ZLoss=0.0002 |
| train/Accuracy=1.0000 |
| train/patch_loss=1.010 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1934 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.286 |
| train/location_acc=0.6250 |
| train/token_losses=13.99 |
| throughput/total_tokens=4,308,992 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:53:24.533 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=264/600, eta=2 hours, 18 minutes] |
| train/CrossEntropyLoss=0.0446 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.082 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2024 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.399 |
| train/location_acc=0.3125 |
| train/token_losses=15.06 |
| throughput/total_tokens=4,325,376 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:53:49.071 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=265/600, eta=2 hours, 18 minutes] |
| train/CrossEntropyLoss=0.0089 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.150 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.0925 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.067 |
| train/location_acc=0.7500 |
| train/token_losses=13.84 |
| throughput/total_tokens=4,341,760 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:54:13.580 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=266/600, eta=2 hours, 17 minutes] |
| train/CrossEntropyLoss=0.0018 |
| train/ZLoss=0.0002 |
| train/Accuracy=1.0000 |
| train/patch_loss=1.131 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.1726 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.333 |
| train/location_acc=0.5625 |
| train/token_losses=15.07 |
| throughput/total_tokens=4,358,144 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:54:38.118 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=267/600, eta=2 hours, 17 minutes] |
| train/CrossEntropyLoss=0.0014 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=0.5914 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.2046 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.494 |
| train/location_acc=0.4375 |
| train/token_losses=11.53 |
| throughput/total_tokens=4,374,528 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:55:02.665 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=268/600, eta=2 hours, 16 minutes] |
| train/CrossEntropyLoss=0.0215 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7138 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.1758 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.276 |
| train/location_acc=0.4375 |
| train/token_losses=11.52 |
| throughput/total_tokens=4,390,912 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:55:27.210 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=269/600, eta=2 hours, 16 minutes] |
| train/CrossEntropyLoss=0.0554 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.9182 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2269 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.532 |
| train/location_acc=0.5000 |
| train/token_losses=14.38 |
| throughput/total_tokens=4,407,296 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:55:51.754 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=270/600, eta=2 hours, 16 minutes] |
| train/CrossEntropyLoss=0.1530 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9665 |
| train/patch_loss=0.9809 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1028 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.162 |
| train/location_acc=0.6250 |
| train/token_losses=12.91 |
| throughput/total_tokens=4,423,680 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 13:56:16.293 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=271/600, eta=2 hours, 15 minutes] |
| train/CrossEntropyLoss=0.0847 |
| train/ZLoss=0.0004 |
| train/Accuracy=0.9726 |
| train/patch_loss=0.6748 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1608 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.132 |
| train/location_acc=0.6250 |
| train/token_losses=10.57 |
| throughput/total_tokens=4,440,064 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:56:40.823 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=272/600, eta=2 hours, 15 minutes] |
| train/CrossEntropyLoss=0.0452 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9787 |
| train/patch_loss=0.8922 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1380 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.225 |
| train/location_acc=0.5625 |
| train/token_losses=12.59 |
| throughput/total_tokens=4,456,448 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:57:05.345 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=273/600, eta=2 hours, 14 minutes] |
| train/CrossEntropyLoss=0.0259 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.9467 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0916 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.033 |
| train/location_acc=0.6250 |
| train/token_losses=12.07 |
| throughput/total_tokens=4,472,832 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:57:29.883 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=274/600, eta=2 hours, 14 minutes] |
| train/CrossEntropyLoss=0.0201 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.9665 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1336 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.290 |
| train/location_acc=0.4375 |
| train/token_losses=13.43 |
| throughput/total_tokens=4,489,216 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:57:54.406 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=275/600, eta=2 hours, 14 minutes] |
| train/CrossEntropyLoss=0.0213 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.241 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.1724 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.397 |
| train/location_acc=0.5000 |
| train/token_losses=16.21 |
| throughput/total_tokens=4,505,600 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:58:18.925 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=276/600, eta=2 hours, 13 minutes] |
| train/CrossEntropyLoss=0.0753 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9129 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.3990 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.445 |
| train/location_acc=0.5000 |
| train/token_losses=14.68 |
| throughput/total_tokens=4,521,984 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:58:43.466 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=277/600, eta=2 hours, 13 minutes] |
| train/CrossEntropyLoss=0.0272 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9636 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.2264 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.244 |
| train/location_acc=0.5000 |
| train/token_losses=13.59 |
| throughput/total_tokens=4,538,368 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:59:08.019 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=278/600, eta=2 hours, 12 minutes] |
| train/CrossEntropyLoss=0.0171 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.8862 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1262 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.399 |
| train/location_acc=0.5000 |
| train/token_losses=13.19 |
| throughput/total_tokens=4,554,752 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:59:32.548 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=279/600, eta=2 hours, 12 minutes] |
| train/CrossEntropyLoss=0.0354 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.9921 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1984 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.725 |
| train/location_acc=0.2500 |
| train/token_losses=15.63 |
| throughput/total_tokens=4,571,136 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 13:59:57.062 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=280/600, eta=2 hours, 12 minutes] |
| train/CrossEntropyLoss=0.0543 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.6057 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.2687 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.150 |
| train/location_acc=0.5625 |
| train/token_losses=10.52 |
| throughput/total_tokens=4,587,520 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:00:21.605 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=281/600, eta=2 hours, 11 minutes] |
| train/CrossEntropyLoss=0.1121 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9756 |
| train/patch_loss=0.6370 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1307 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.144 |
| train/location_acc=0.5625 |
| train/token_losses=10.19 |
| throughput/total_tokens=4,603,904 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:00:46.163 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=282/600, eta=2 hours, 11 minutes] |
| train/CrossEntropyLoss=0.0452 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.069 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.3253 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.467 |
| train/location_acc=0.5000 |
| train/token_losses=15.72 |
| throughput/total_tokens=4,620,288 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:01:10.712 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=283/600, eta=2 hours, 10 minutes] |
| train/CrossEntropyLoss=0.0306 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.9368 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1957 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.143 |
| train/location_acc=0.6250 |
| train/token_losses=12.85 |
| throughput/total_tokens=4,636,672 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:01:35.247 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=284/600, eta=2 hours, 10 minutes] |
| train/CrossEntropyLoss=0.1712 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9573 |
| train/patch_loss=1.285 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.1342 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.081 |
| train/location_acc=0.5625 |
| train/token_losses=15.14 |
| throughput/total_tokens=4,653,056 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:01:59.803 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=285/600, eta=2 hours, 9 minutes] |
| train/CrossEntropyLoss=0.0157 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.9416 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1288 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.321 |
| train/location_acc=0.3750 |
| train/token_losses=13.33 |
| throughput/total_tokens=4,669,440 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:02:24.340 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=286/600, eta=2 hours, 9 minutes] |
| train/CrossEntropyLoss=0.0110 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.7429 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1221 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.037 |
| train/location_acc=0.5000 |
| train/token_losses=10.58 |
| throughput/total_tokens=4,685,824 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:02:48.893 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=287/600, eta=2 hours, 9 minutes] |
| train/CrossEntropyLoss=0.0421 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9527 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1770 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.216 |
| train/location_acc=0.6875 |
| train/token_losses=13.19 |
| throughput/total_tokens=4,702,208 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:03:13.433 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=288/600, eta=2 hours, 8 minutes] |
| train/CrossEntropyLoss=0.1889 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9543 |
| train/patch_loss=1.077 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1086 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.142 |
| train/location_acc=0.6875 |
| train/token_losses=13.61 |
| throughput/total_tokens=4,718,592 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:03:37.950 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=289/600, eta=2 hours, 8 minutes] |
| train/CrossEntropyLoss=0.0659 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.4705 |
| train/patch_acc=0.9375 |
| train/subpatch_loss=0.1327 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7408 |
| train/location_acc=0.8750 |
| train/token_losses=7.258 |
| throughput/total_tokens=4,734,976 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:04:02.473 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=290/600, eta=2 hours, 7 minutes] |
| train/CrossEntropyLoss=0.0125 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.9708 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0878 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.168 |
| train/location_acc=0.6250 |
| train/token_losses=12.79 |
| throughput/total_tokens=4,751,360 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:04:26.986 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=291/600, eta=2 hours, 7 minutes] |
| train/CrossEntropyLoss=0.0445 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9665 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2025 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.010 |
| train/location_acc=0.7500 |
| train/token_losses=12.58 |
| throughput/total_tokens=4,767,744 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:04:51.527 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=292/600, eta=2 hours, 7 minutes] |
| train/CrossEntropyLoss=0.1540 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9665 |
| train/patch_loss=1.121 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.4523 |
| train/subpatch_acc=0.6875 |
| train/location_loss=1.193 |
| train/location_acc=0.6250 |
| train/token_losses=15.55 |
| throughput/total_tokens=4,784,128 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:05:16.061 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=293/600, eta=2 hours, 6 minutes] |
| train/CrossEntropyLoss=0.0396 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.199 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1894 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.013 |
| train/location_acc=0.6875 |
| train/token_losses=14.41 |
| throughput/total_tokens=4,800,512 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:05:40.596 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=294/600, eta=2 hours, 6 minutes] |
| train/CrossEntropyLoss=0.0357 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.132 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1881 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.282 |
| train/location_acc=0.6250 |
| train/token_losses=14.94 |
| throughput/total_tokens=4,816,896 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:06:05.113 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=295/600, eta=2 hours, 5 minutes] |
| train/CrossEntropyLoss=0.0176 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.8736 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.2572 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.279 |
| train/location_acc=0.4375 |
| train/token_losses=13.13 |
| throughput/total_tokens=4,833,280 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:06:29.637 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=296/600, eta=2 hours, 5 minutes] |
| train/CrossEntropyLoss=0.0205 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.8626 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0957 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9775 |
| train/location_acc=0.6875 |
| train/token_losses=11.19 |
| throughput/total_tokens=4,849,664 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:06:54.179 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=297/600, eta=2 hours, 5 minutes] |
| train/CrossEntropyLoss=0.0339 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7433 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.2801 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.049 |
| train/location_acc=0.6875 |
| train/token_losses=11.26 |
| throughput/total_tokens=4,866,048 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:07:18.715 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=298/600, eta=2 hours, 4 minutes] |
| train/CrossEntropyLoss=0.0331 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.294 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1719 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.285 |
| train/location_acc=0.4375 |
| train/token_losses=16.18 |
| throughput/total_tokens=4,882,432 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:07:43.250 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=299/600, eta=2 hours, 4 minutes] |
| train/CrossEntropyLoss=0.0247 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.000 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1110 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8691 |
| train/location_acc=0.6875 |
| train/token_losses=11.92 |
| throughput/total_tokens=4,898,816 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:08:07.783 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=300/600, eta=2 hours, 3 minutes] |
| train/CrossEntropyLoss=0.0511 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8662 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0519 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.091 |
| train/location_acc=0.6875 |
| train/token_losses=11.50 |
| throughput/total_tokens=4,915,200 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:08:07.785 2012bc4f83ae:0 olmo.train.trainer:1415 INFO Saving checkpoint... |
| 2026-07-27 14:08:09.925 2012bc4f83ae:0 olmo.train.trainer:1420 INFO Checkpoint saved to /runpod-volume/firewarning-pointing/checkpoints/molmopoint-strong-curated-ground-v1/step300 |
| 2026-07-27 14:08:35.097 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=301/600, eta=2 hours, 3 minutes] |
| train/CrossEntropyLoss=0.1504 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9543 |
| train/patch_loss=0.6194 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1394 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.380 |
| train/location_acc=0.5000 |
| train/token_losses=11.03 |
| throughput/total_tokens=4,931,584 |
| throughput/device/tokens_per_second=651.0 |
| throughput/device/batches_per_second=0.0397 |
| 2026-07-27 14:08:59.610 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=302/600, eta=2 hours, 3 minutes] |
| train/CrossEntropyLoss=0.0087 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.7440 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.1336 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.096 |
| train/location_acc=0.5000 |
| train/token_losses=10.87 |
| throughput/total_tokens=4,947,968 |
| throughput/device/tokens_per_second=659.5 |
| throughput/device/batches_per_second=0.0403 |
| 2026-07-27 14:09:24.135 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=303/600, eta=2 hours, 2 minutes] |
| train/CrossEntropyLoss=0.0422 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8593 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0955 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.8936 |
| train/location_acc=0.8125 |
| train/token_losses=10.83 |
| throughput/total_tokens=4,964,352 |
| throughput/device/tokens_per_second=662.4 |
| throughput/device/batches_per_second=0.0404 |
| 2026-07-27 14:09:48.664 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=304/600, eta=2 hours, 2 minutes] |
| train/CrossEntropyLoss=0.0928 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.7629 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.2155 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.9941 |
| train/location_acc=0.7500 |
| train/token_losses=10.94 |
| throughput/total_tokens=4,980,736 |
| throughput/device/tokens_per_second=663.7 |
| throughput/device/batches_per_second=0.0405 |
| 2026-07-27 14:10:13.177 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=305/600, eta=2 hours, 1 minute] |
| train/CrossEntropyLoss=0.0449 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.9480 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1819 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.075 |
| train/location_acc=0.5625 |
| train/token_losses=12.61 |
| throughput/total_tokens=4,997,120 |
| throughput/device/tokens_per_second=664.7 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 14:10:37.724 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=306/600, eta=2 hours, 1 minute] |
| train/CrossEntropyLoss=0.0392 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.013 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2021 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.253 |
| train/location_acc=0.7500 |
| train/token_losses=13.92 |
| throughput/total_tokens=5,013,504 |
| throughput/device/tokens_per_second=665.1 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 14:11:02.262 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=307/600, eta=2 hours] |
| train/CrossEntropyLoss=0.0413 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8773 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.3322 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.295 |
| train/location_acc=0.6250 |
| train/token_losses=13.53 |
| throughput/total_tokens=5,029,888 |
| throughput/device/tokens_per_second=665.5 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 14:11:26.781 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=308/600, eta=2 hours] |
| train/CrossEntropyLoss=0.0496 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.8507 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1386 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.331 |
| train/location_acc=0.5000 |
| train/token_losses=12.68 |
| throughput/total_tokens=5,046,272 |
| throughput/device/tokens_per_second=665.8 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 14:11:51.328 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=309/600, eta=2 hours] |
| train/CrossEntropyLoss=0.0294 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.8443 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1552 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.149 |
| train/location_acc=0.5000 |
| train/token_losses=11.97 |
| throughput/total_tokens=5,062,656 |
| throughput/device/tokens_per_second=666.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:12:15.850 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=310/600, eta=1 hour, 59 minutes] |
| train/CrossEntropyLoss=0.0439 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.191 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.2023 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.482 |
| train/location_acc=0.6250 |
| train/token_losses=16.26 |
| throughput/total_tokens=5,079,040 |
| throughput/device/tokens_per_second=666.2 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:12:40.372 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=311/600, eta=1 hour, 59 minutes] |
| train/CrossEntropyLoss=0.0412 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.7569 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1726 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.239 |
| train/location_acc=0.6250 |
| train/token_losses=11.70 |
| throughput/total_tokens=5,095,424 |
| throughput/device/tokens_per_second=666.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:13:04.935 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=312/600, eta=1 hour, 58 minutes] |
| train/CrossEntropyLoss=0.0651 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9967 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.2212 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.318 |
| train/location_acc=0.3750 |
| train/token_losses=14.13 |
| throughput/total_tokens=5,111,808 |
| throughput/device/tokens_per_second=666.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:13:29.460 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=313/600, eta=1 hour, 58 minutes] |
| train/CrossEntropyLoss=0.0235 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.113 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1366 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.191 |
| train/location_acc=0.6250 |
| train/token_losses=14.22 |
| throughput/total_tokens=5,128,192 |
| throughput/device/tokens_per_second=666.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:13:53.984 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=314/600, eta=1 hour, 58 minutes] |
| train/CrossEntropyLoss=0.1291 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9604 |
| train/patch_loss=1.010 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1287 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.311 |
| train/location_acc=0.5625 |
| train/token_losses=13.84 |
| throughput/total_tokens=5,144,576 |
| throughput/device/tokens_per_second=666.7 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:14:18.499 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=315/600, eta=1 hour, 57 minutes] |
| train/CrossEntropyLoss=0.0371 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.146 |
| train/patch_acc=0.5938 |
| train/subpatch_loss=0.0987 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.247 |
| train/location_acc=0.5625 |
| train/token_losses=14.55 |
| throughput/total_tokens=5,160,960 |
| throughput/device/tokens_per_second=666.8 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:14:43.043 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=316/600, eta=1 hour, 57 minutes] |
| train/CrossEntropyLoss=0.0219 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.017 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1595 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.458 |
| train/location_acc=0.3750 |
| train/token_losses=14.60 |
| throughput/total_tokens=5,177,344 |
| throughput/device/tokens_per_second=666.8 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:15:07.594 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=317/600, eta=1 hour, 56 minutes] |
| train/CrossEntropyLoss=0.0340 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.7337 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.2857 |
| train/subpatch_acc=0.8750 |
| train/location_loss=0.9099 |
| train/location_acc=0.8125 |
| train/token_losses=10.65 |
| throughput/total_tokens=5,193,728 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:15:32.138 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=318/600, eta=1 hour, 56 minutes] |
| train/CrossEntropyLoss=0.0675 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.9511 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2293 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.194 |
| train/location_acc=0.5625 |
| train/token_losses=13.30 |
| throughput/total_tokens=5,210,112 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:15:56.675 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=319/600, eta=1 hour, 56 minutes] |
| train/CrossEntropyLoss=0.0099 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.083 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.3430 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.618 |
| train/location_acc=0.4375 |
| train/token_losses=16.51 |
| throughput/total_tokens=5,226,496 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:16:21.190 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=320/600, eta=1 hour, 55 minutes] |
| train/CrossEntropyLoss=0.0384 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.004 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2516 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.039 |
| train/location_acc=0.7500 |
| train/token_losses=13.20 |
| throughput/total_tokens=5,242,880 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:16:45.692 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=321/600, eta=1 hour, 55 minutes] |
| train/CrossEntropyLoss=0.2115 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9451 |
| train/patch_loss=0.8418 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2313 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.369 |
| train/location_acc=0.3750 |
| train/token_losses=13.13 |
| throughput/total_tokens=5,259,264 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:17:10.202 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=322/600, eta=1 hour, 54 minutes] |
| train/CrossEntropyLoss=0.0184 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.8040 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0753 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9972 |
| train/location_acc=0.8750 |
| train/token_losses=10.72 |
| throughput/total_tokens=5,275,648 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:17:34.714 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=323/600, eta=1 hour, 54 minutes] |
| train/CrossEntropyLoss=0.0421 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.8985 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1278 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.097 |
| train/location_acc=0.6250 |
| train/token_losses=12.09 |
| throughput/total_tokens=5,292,032 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:17:59.224 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=324/600, eta=1 hour, 54 minutes] |
| train/CrossEntropyLoss=0.0032 |
| train/ZLoss=0.0002 |
| train/Accuracy=1.0000 |
| train/patch_loss=0.9348 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0931 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.279 |
| train/location_acc=0.6250 |
| train/token_losses=12.97 |
| throughput/total_tokens=5,308,416 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:18:23.737 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=325/600, eta=1 hour, 53 minutes] |
| train/CrossEntropyLoss=0.0425 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6744 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1788 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.152 |
| train/location_acc=0.6250 |
| train/token_losses=10.72 |
| throughput/total_tokens=5,324,800 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:18:48.333 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=326/600, eta=1 hour, 53 minutes] |
| train/CrossEntropyLoss=0.0442 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.039 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0777 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.150 |
| train/location_acc=0.6250 |
| train/token_losses=13.22 |
| throughput/total_tokens=5,341,184 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:19:12.845 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=327/600, eta=1 hour, 52 minutes] |
| train/CrossEntropyLoss=0.0584 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.6000 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.1293 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.172 |
| train/location_acc=0.5000 |
| train/token_losses=10.01 |
| throughput/total_tokens=5,357,568 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:19:37.348 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=328/600, eta=1 hour, 52 minutes] |
| train/CrossEntropyLoss=0.0263 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7558 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1653 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.130 |
| train/location_acc=0.5000 |
| train/token_losses=11.23 |
| throughput/total_tokens=5,373,952 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:20:01.869 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=329/600, eta=1 hour, 51 minutes] |
| train/CrossEntropyLoss=0.1208 |
| train/ZLoss=0.0008 |
| train/Accuracy=0.9726 |
| train/patch_loss=1.302 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.1052 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.282 |
| train/location_acc=0.5000 |
| train/token_losses=15.96 |
| throughput/total_tokens=5,390,336 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:20:26.413 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=330/600, eta=1 hour, 51 minutes] |
| train/CrossEntropyLoss=0.1679 |
| train/ZLoss=0.0011 |
| train/Accuracy=0.9543 |
| train/patch_loss=1.168 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.0813 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.107 |
| train/location_acc=0.6875 |
| train/token_losses=14.10 |
| throughput/total_tokens=5,406,720 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:20:50.940 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=331/600, eta=1 hour, 51 minutes] |
| train/CrossEntropyLoss=0.0432 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.080 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.1471 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.119 |
| train/location_acc=0.5625 |
| train/token_losses=13.70 |
| throughput/total_tokens=5,423,104 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:21:15.464 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=332/600, eta=1 hour, 50 minutes] |
| train/CrossEntropyLoss=0.0202 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6699 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0482 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.089 |
| train/location_acc=0.6250 |
| train/token_losses=9.906 |
| throughput/total_tokens=5,439,488 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:21:39.997 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=333/600, eta=1 hour, 50 minutes] |
| train/CrossEntropyLoss=0.0213 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8133 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1321 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9430 |
| train/location_acc=0.8125 |
| train/token_losses=10.81 |
| throughput/total_tokens=5,455,872 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:22:04.539 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=334/600, eta=1 hour, 49 minutes] |
| train/CrossEntropyLoss=0.0507 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.8311 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1533 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.9267 |
| train/location_acc=0.7500 |
| train/token_losses=10.97 |
| throughput/total_tokens=5,472,256 |
| throughput/device/tokens_per_second=668.0 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:22:29.094 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=335/600, eta=1 hour, 49 minutes] |
| train/CrossEntropyLoss=0.0103 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.9921 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1703 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.372 |
| train/location_acc=0.4375 |
| train/token_losses=14.10 |
| throughput/total_tokens=5,488,640 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:22:53.634 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=336/600, eta=1 hour, 49 minutes] |
| train/CrossEntropyLoss=0.0315 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.9215 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1838 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.044 |
| train/location_acc=0.6250 |
| train/token_losses=12.28 |
| throughput/total_tokens=5,505,024 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:23:18.182 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=337/600, eta=1 hour, 48 minutes] |
| train/CrossEntropyLoss=0.0424 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.7049 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1373 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.119 |
| train/location_acc=0.5625 |
| train/token_losses=10.66 |
| throughput/total_tokens=5,521,408 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:23:42.741 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=338/600, eta=1 hour, 48 minutes] |
| train/CrossEntropyLoss=0.0230 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.016 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2663 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.031 |
| train/location_acc=0.6250 |
| train/token_losses=13.32 |
| throughput/total_tokens=5,537,792 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:24:07.295 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=339/600, eta=1 hour, 47 minutes] |
| train/CrossEntropyLoss=0.1185 |
| train/ZLoss=0.0008 |
| train/Accuracy=0.9756 |
| train/patch_loss=0.8718 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2158 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.139 |
| train/location_acc=0.5000 |
| train/token_losses=12.39 |
| throughput/total_tokens=5,554,176 |
| throughput/device/tokens_per_second=667.9 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:24:31.857 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=340/600, eta=1 hour, 47 minutes] |
| train/CrossEntropyLoss=0.0297 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.053 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1734 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.026 |
| train/location_acc=0.7500 |
| train/token_losses=13.22 |
| throughput/total_tokens=5,570,560 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:24:56.406 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=341/600, eta=1 hour, 47 minutes] |
| train/CrossEntropyLoss=0.0302 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.7152 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1408 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.084 |
| train/location_acc=0.8125 |
| train/token_losses=10.62 |
| throughput/total_tokens=5,586,944 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:25:20.962 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=342/600, eta=1 hour, 46 minutes] |
| train/CrossEntropyLoss=0.0382 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.8378 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1011 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8535 |
| train/location_acc=0.8125 |
| train/token_losses=10.52 |
| throughput/total_tokens=5,603,328 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 14:25:45.535 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=343/600, eta=1 hour, 46 minutes] |
| train/CrossEntropyLoss=0.0304 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.3953 |
| train/patch_acc=0.9375 |
| train/subpatch_loss=0.0955 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9114 |
| train/location_acc=0.6250 |
| train/token_losses=7.190 |
| throughput/total_tokens=5,619,712 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:26:10.075 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=344/600, eta=1 hour, 45 minutes] |
| train/CrossEntropyLoss=0.0957 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9848 |
| train/patch_loss=1.036 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2708 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.162 |
| train/location_acc=0.6875 |
| train/token_losses=14.02 |
| throughput/total_tokens=5,636,096 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:26:34.626 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=345/600, eta=1 hour, 45 minutes] |
| train/CrossEntropyLoss=0.0157 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.8330 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1904 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.7190 |
| train/location_acc=0.8125 |
| train/token_losses=10.30 |
| throughput/total_tokens=5,652,480 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:26:59.200 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=346/600, eta=1 hour, 45 minutes] |
| train/CrossEntropyLoss=0.0287 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.021 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1808 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.150 |
| train/location_acc=0.5000 |
| train/token_losses=13.49 |
| throughput/total_tokens=5,668,864 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:27:23.772 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=347/600, eta=1 hour, 44 minutes] |
| train/CrossEntropyLoss=0.0432 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.046 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1321 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.291 |
| train/location_acc=0.5625 |
| train/token_losses=14.06 |
| throughput/total_tokens=5,685,248 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:27:48.339 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=348/600, eta=1 hour, 44 minutes] |
| train/CrossEntropyLoss=0.0080 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6053 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0901 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8419 |
| train/location_acc=0.6875 |
| train/token_losses=8.571 |
| throughput/total_tokens=5,701,632 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:28:12.886 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=349/600, eta=1 hour, 43 minutes] |
| train/CrossEntropyLoss=0.0220 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7056 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1371 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8736 |
| train/location_acc=0.6875 |
| train/token_losses=9.688 |
| throughput/total_tokens=5,718,016 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:28:37.427 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=350/600, eta=1 hour, 43 minutes] |
| train/CrossEntropyLoss=0.0242 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.4931 |
| train/patch_acc=0.9062 |
| train/subpatch_loss=0.0503 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9375 |
| train/location_acc=0.5000 |
| train/token_losses=7.897 |
| throughput/total_tokens=5,734,400 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:29:01.997 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=351/600, eta=1 hour, 42 minutes] |
| train/CrossEntropyLoss=0.0692 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.8682 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0847 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.074 |
| train/location_acc=0.6250 |
| train/token_losses=11.58 |
| throughput/total_tokens=5,750,784 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:29:26.550 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=352/600, eta=1 hour, 42 minutes] |
| train/CrossEntropyLoss=0.0858 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9726 |
| train/patch_loss=0.9692 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2187 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.129 |
| train/location_acc=0.6875 |
| train/token_losses=13.14 |
| throughput/total_tokens=5,767,168 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:29:51.085 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=353/600, eta=1 hour, 42 minutes] |
| train/CrossEntropyLoss=0.0006 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=0.7114 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.1272 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.154 |
| train/location_acc=0.5000 |
| train/token_losses=10.81 |
| throughput/total_tokens=5,783,552 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:30:15.709 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=354/600, eta=1 hour, 41 minutes] |
| train/CrossEntropyLoss=0.0413 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.8765 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1639 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.178 |
| train/location_acc=0.6875 |
| train/token_losses=12.38 |
| throughput/total_tokens=5,799,936 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:30:40.283 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=355/600, eta=1 hour, 41 minutes] |
| train/CrossEntropyLoss=0.0175 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.4612 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.0488 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7984 |
| train/location_acc=0.8750 |
| train/token_losses=7.078 |
| throughput/total_tokens=5,816,320 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:31:04.841 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=356/600, eta=1 hour, 40 minutes] |
| train/CrossEntropyLoss=0.0334 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.035 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0741 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.339 |
| train/location_acc=0.5625 |
| train/token_losses=13.93 |
| throughput/total_tokens=5,832,704 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:31:29.386 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=357/600, eta=1 hour, 40 minutes] |
| train/CrossEntropyLoss=0.0587 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.7686 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.2499 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.157 |
| train/location_acc=0.6250 |
| train/token_losses=11.78 |
| throughput/total_tokens=5,849,088 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:31:53.920 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=358/600, eta=1 hour, 40 minutes] |
| train/CrossEntropyLoss=0.0291 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.8134 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2464 |
| train/subpatch_acc=0.8125 |
| train/location_loss=1.003 |
| train/location_acc=0.6250 |
| train/token_losses=11.50 |
| throughput/total_tokens=5,865,472 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:32:18.456 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=359/600, eta=1 hour, 39 minutes] |
| train/CrossEntropyLoss=0.0082 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.9491 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.2010 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.122 |
| train/location_acc=0.6250 |
| train/token_losses=12.88 |
| throughput/total_tokens=5,881,856 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:32:43.016 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=360/600, eta=1 hour, 39 minutes] |
| train/CrossEntropyLoss=0.0099 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.9552 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0609 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.086 |
| train/location_acc=0.7500 |
| train/token_losses=12.23 |
| throughput/total_tokens=5,898,240 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:33:07.582 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=361/600, eta=1 hour, 38 minutes] |
| train/CrossEntropyLoss=0.1003 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9756 |
| train/patch_loss=0.8210 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1032 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.145 |
| train/location_acc=0.5625 |
| train/token_losses=11.56 |
| throughput/total_tokens=5,914,624 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:33:32.135 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=362/600, eta=1 hour, 38 minutes] |
| train/CrossEntropyLoss=0.0785 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.8524 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1155 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.034 |
| train/location_acc=0.5625 |
| train/token_losses=11.42 |
| throughput/total_tokens=5,931,008 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:33:56.676 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=363/600, eta=1 hour, 38 minutes] |
| train/CrossEntropyLoss=0.0799 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.9092 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1551 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8875 |
| train/location_acc=0.8125 |
| train/token_losses=11.44 |
| throughput/total_tokens=5,947,392 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:34:21.225 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=364/600, eta=1 hour, 37 minutes] |
| train/CrossEntropyLoss=0.0323 |
| train/ZLoss=0.0011 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.083 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1099 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.051 |
| train/location_acc=0.5625 |
| train/token_losses=13.31 |
| throughput/total_tokens=5,963,776 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:34:45.780 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=365/600, eta=1 hour, 37 minutes] |
| train/CrossEntropyLoss=0.0045 |
| train/ZLoss=0.0002 |
| train/Accuracy=1.0000 |
| train/patch_loss=0.6102 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.0445 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7487 |
| train/location_acc=0.8125 |
| train/token_losses=8.054 |
| throughput/total_tokens=5,980,160 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:35:10.354 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=366/600, eta=1 hour, 36 minutes] |
| train/CrossEntropyLoss=0.0191 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.8128 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1747 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.8191 |
| train/location_acc=0.8125 |
| train/token_losses=10.48 |
| throughput/total_tokens=5,996,544 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:35:34.893 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=367/600, eta=1 hour, 36 minutes] |
| train/CrossEntropyLoss=0.2460 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9421 |
| train/patch_loss=0.8669 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0899 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.272 |
| train/location_acc=0.6250 |
| train/token_losses=12.38 |
| throughput/total_tokens=6,012,928 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:35:59.441 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=368/600, eta=1 hour, 35 minutes] |
| train/CrossEntropyLoss=0.0058 |
| train/ZLoss=0.0002 |
| train/Accuracy=1.0000 |
| train/patch_loss=1.071 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.2343 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.131 |
| train/location_acc=0.5625 |
| train/token_losses=14.03 |
| throughput/total_tokens=6,029,312 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:36:23.990 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=369/600, eta=1 hour, 35 minutes] |
| train/CrossEntropyLoss=0.0079 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.6570 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1164 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8039 |
| train/location_acc=0.7500 |
| train/token_losses=8.937 |
| throughput/total_tokens=6,045,696 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:36:48.530 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=370/600, eta=1 hour, 35 minutes] |
| train/CrossEntropyLoss=0.0521 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6311 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0938 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9289 |
| train/location_acc=0.6875 |
| train/token_losses=9.140 |
| throughput/total_tokens=6,062,080 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:37:13.082 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=371/600, eta=1 hour, 34 minutes] |
| train/CrossEntropyLoss=0.0089 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.172 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.0535 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8906 |
| train/location_acc=0.6875 |
| train/token_losses=13.15 |
| throughput/total_tokens=6,078,464 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:37:37.620 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=372/600, eta=1 hour, 34 minutes] |
| train/CrossEntropyLoss=0.0307 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.297 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.1250 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9459 |
| train/location_acc=0.6875 |
| train/token_losses=14.66 |
| throughput/total_tokens=6,094,848 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:38:02.167 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=373/600, eta=1 hour, 33 minutes] |
| train/CrossEntropyLoss=0.0202 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.170 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1222 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.263 |
| train/location_acc=0.6250 |
| train/token_losses=14.90 |
| throughput/total_tokens=6,111,232 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:38:26.731 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=374/600, eta=1 hour, 33 minutes] |
| train/CrossEntropyLoss=0.0156 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.3230 |
| train/patch_acc=0.9688 |
| train/subpatch_loss=0.0938 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5464 |
| train/location_acc=0.9375 |
| train/token_losses=5.145 |
| throughput/total_tokens=6,127,616 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:38:51.309 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=375/600, eta=1 hour, 33 minutes] |
| train/CrossEntropyLoss=0.0127 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6190 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0396 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.168 |
| train/location_acc=0.6250 |
| train/token_losses=9.784 |
| throughput/total_tokens=6,144,000 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:39:15.851 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=376/600, eta=1 hour, 32 minutes] |
| train/CrossEntropyLoss=0.0171 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=1.079 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.1995 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9650 |
| train/location_acc=0.7500 |
| train/token_losses=13.29 |
| throughput/total_tokens=6,160,384 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:39:40.402 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=377/600, eta=1 hour, 32 minutes] |
| train/CrossEntropyLoss=0.0324 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.6221 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.2021 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.7669 |
| train/location_acc=0.8125 |
| train/token_losses=8.852 |
| throughput/total_tokens=6,176,768 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:40:04.952 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=378/600, eta=1 hour, 31 minutes] |
| train/CrossEntropyLoss=0.0394 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6855 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0569 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.085 |
| train/location_acc=0.5625 |
| train/token_losses=10.05 |
| throughput/total_tokens=6,193,152 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:40:29.484 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=379/600, eta=1 hour, 31 minutes] |
| train/CrossEntropyLoss=0.0175 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.9403 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1711 |
| train/subpatch_acc=0.8750 |
| train/location_loss=0.7769 |
| train/location_acc=0.8750 |
| train/token_losses=11.31 |
| throughput/total_tokens=6,209,536 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:40:54.044 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=380/600, eta=1 hour, 31 minutes] |
| train/CrossEntropyLoss=0.0206 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8908 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.1397 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.211 |
| train/location_acc=0.6250 |
| train/token_losses=12.53 |
| throughput/total_tokens=6,225,920 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:41:18.612 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=381/600, eta=1 hour, 30 minutes] |
| train/CrossEntropyLoss=0.0586 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.6052 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.1185 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7060 |
| train/location_acc=0.8125 |
| train/token_losses=8.140 |
| throughput/total_tokens=6,242,304 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:41:43.157 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=382/600, eta=1 hour, 30 minutes] |
| train/CrossEntropyLoss=0.0495 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9669 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.2232 |
| train/subpatch_acc=0.8750 |
| train/location_loss=0.8818 |
| train/location_acc=0.6875 |
| train/token_losses=12.15 |
| throughput/total_tokens=6,258,688 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:42:07.728 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=383/600, eta=1 hour, 29 minutes] |
| train/CrossEntropyLoss=0.0271 |
| train/ZLoss=0.0004 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.8754 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1482 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.057 |
| train/location_acc=0.6250 |
| train/token_losses=11.82 |
| throughput/total_tokens=6,275,072 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:42:32.284 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=384/600, eta=1 hour, 29 minutes] |
| train/CrossEntropyLoss=0.0421 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.7511 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0557 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.036 |
| train/location_acc=0.6875 |
| train/token_losses=10.38 |
| throughput/total_tokens=6,291,456 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:42:56.821 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=385/600, eta=1 hour, 29 minutes] |
| train/CrossEntropyLoss=0.0333 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.200 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.0318 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8447 |
| train/location_acc=0.7500 |
| train/token_losses=13.11 |
| throughput/total_tokens=6,307,840 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:43:21.376 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=386/600, eta=1 hour, 28 minutes] |
| train/CrossEntropyLoss=0.0198 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.5353 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.1601 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.7699 |
| train/location_acc=0.8125 |
| train/token_losses=8.002 |
| throughput/total_tokens=6,324,224 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:43:45.903 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=387/600, eta=1 hour, 28 minutes] |
| train/CrossEntropyLoss=0.1494 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9665 |
| train/patch_loss=0.9262 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1992 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.056 |
| train/location_acc=0.6250 |
| train/token_losses=12.43 |
| throughput/total_tokens=6,340,608 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:44:10.478 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=388/600, eta=1 hour, 27 minutes] |
| train/CrossEntropyLoss=0.0312 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.9358 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0860 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7661 |
| train/location_acc=0.7500 |
| train/token_losses=10.89 |
| throughput/total_tokens=6,356,992 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:44:35.020 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=389/600, eta=1 hour, 27 minutes] |
| train/CrossEntropyLoss=0.0321 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7853 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1053 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7358 |
| train/location_acc=0.8125 |
| train/token_losses=9.647 |
| throughput/total_tokens=6,373,376 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:44:59.598 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=390/600, eta=1 hour, 26 minutes] |
| train/CrossEntropyLoss=0.0126 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.9140 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0871 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9279 |
| train/location_acc=0.6250 |
| train/token_losses=11.37 |
| throughput/total_tokens=6,389,760 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:45:24.157 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=391/600, eta=1 hour, 26 minutes] |
| train/CrossEntropyLoss=0.0403 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9248 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.1124 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.133 |
| train/location_acc=0.5625 |
| train/token_losses=12.38 |
| throughput/total_tokens=6,406,144 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:45:48.723 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=392/600, eta=1 hour, 26 minutes] |
| train/CrossEntropyLoss=0.0047 |
| train/ZLoss=0.0002 |
| train/Accuracy=1.0000 |
| train/patch_loss=0.8147 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.0479 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5358 |
| train/location_acc=0.8125 |
| train/token_losses=8.853 |
| throughput/total_tokens=6,422,528 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:46:13.280 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=393/600, eta=1 hour, 25 minutes] |
| train/CrossEntropyLoss=0.0145 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.7660 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.1249 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.378 |
| train/location_acc=0.3750 |
| train/token_losses=12.14 |
| throughput/total_tokens=6,438,912 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:46:37.854 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=394/600, eta=1 hour, 25 minutes] |
| train/CrossEntropyLoss=0.0291 |
| train/ZLoss=0.0003 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.7523 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0809 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.061 |
| train/location_acc=0.7500 |
| train/token_losses=10.58 |
| throughput/total_tokens=6,455,296 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:47:02.396 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=395/600, eta=1 hour, 24 minutes] |
| train/CrossEntropyLoss=0.0064 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.8084 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0668 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.005 |
| train/location_acc=0.6250 |
| train/token_losses=10.75 |
| throughput/total_tokens=6,471,680 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:47:26.919 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=396/600, eta=1 hour, 24 minutes] |
| train/CrossEntropyLoss=0.0467 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.7176 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1693 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.308 |
| train/location_acc=0.5000 |
| train/token_losses=11.65 |
| throughput/total_tokens=6,488,064 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:47:51.473 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=397/600, eta=1 hour, 24 minutes] |
| train/CrossEntropyLoss=0.0231 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8129 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1048 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.216 |
| train/location_acc=0.5000 |
| train/token_losses=11.79 |
| throughput/total_tokens=6,504,448 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:48:16.017 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=398/600, eta=1 hour, 23 minutes] |
| train/CrossEntropyLoss=0.0447 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.7317 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1439 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.335 |
| train/location_acc=0.5000 |
| train/token_losses=11.77 |
| throughput/total_tokens=6,520,832 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:48:40.558 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=399/600, eta=1 hour, 23 minutes] |
| train/CrossEntropyLoss=0.0524 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9787 |
| train/patch_loss=0.6636 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1996 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.300 |
| train/location_acc=0.5625 |
| train/token_losses=11.31 |
| throughput/total_tokens=6,537,216 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:49:05.103 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=400/600, eta=1 hour, 22 minutes] |
| train/CrossEntropyLoss=0.0489 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=1.086 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0300 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8495 |
| train/location_acc=0.6875 |
| train/token_losses=12.20 |
| throughput/total_tokens=6,553,600 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:49:05.104 2012bc4f83ae:0 olmo.train.trainer:1415 INFO Saving checkpoint... |
| 2026-07-27 14:49:12.852 2012bc4f83ae:0 olmo.train.trainer:1420 INFO Checkpoint saved to /runpod-volume/firewarning-pointing/checkpoints/molmopoint-strong-curated-ground-v1/step400 |
| 2026-07-27 14:49:38.494 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=401/600, eta=1 hour, 22 minutes] |
| train/CrossEntropyLoss=0.0069 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.7918 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.2056 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.037 |
| train/location_acc=0.6875 |
| train/token_losses=11.31 |
| throughput/total_tokens=6,569,984 |
| throughput/device/tokens_per_second=639.1 |
| throughput/device/batches_per_second=0.0390 |
| 2026-07-27 14:50:03.031 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=402/600, eta=1 hour, 22 minutes] |
| train/CrossEntropyLoss=0.0435 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7456 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0785 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7108 |
| train/location_acc=0.8125 |
| train/token_losses=9.122 |
| throughput/total_tokens=6,586,368 |
| throughput/device/tokens_per_second=653.1 |
| throughput/device/batches_per_second=0.0399 |
| 2026-07-27 14:50:27.582 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=403/600, eta=1 hour, 21 minutes] |
| train/CrossEntropyLoss=0.0216 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6839 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1257 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9212 |
| train/location_acc=0.6250 |
| train/token_losses=9.658 |
| throughput/total_tokens=6,602,752 |
| throughput/device/tokens_per_second=657.8 |
| throughput/device/batches_per_second=0.0401 |
| 2026-07-27 14:50:52.146 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=404/600, eta=1 hour, 21 minutes] |
| train/CrossEntropyLoss=0.0219 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.7496 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0437 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6998 |
| train/location_acc=0.8125 |
| train/token_losses=8.971 |
| throughput/total_tokens=6,619,136 |
| throughput/device/tokens_per_second=660.1 |
| throughput/device/batches_per_second=0.0403 |
| 2026-07-27 14:51:16.686 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=405/600, eta=1 hour, 20 minutes] |
| train/CrossEntropyLoss=0.0156 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.9175 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0572 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.011 |
| train/location_acc=0.6875 |
| train/token_losses=11.61 |
| throughput/total_tokens=6,635,520 |
| throughput/device/tokens_per_second=661.6 |
| throughput/device/batches_per_second=0.0404 |
| 2026-07-27 14:51:41.239 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=406/600, eta=1 hour, 20 minutes] |
| train/CrossEntropyLoss=0.0722 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.9934 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1907 |
| train/subpatch_acc=0.8750 |
| train/location_loss=0.7134 |
| train/location_acc=0.8750 |
| train/token_losses=11.56 |
| throughput/total_tokens=6,651,904 |
| throughput/device/tokens_per_second=662.5 |
| throughput/device/batches_per_second=0.0404 |
| 2026-07-27 14:52:05.792 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=407/600, eta=1 hour, 20 minutes] |
| train/CrossEntropyLoss=0.0190 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.9561 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0896 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.8081 |
| train/location_acc=0.7500 |
| train/token_losses=11.24 |
| throughput/total_tokens=6,668,288 |
| throughput/device/tokens_per_second=663.2 |
| throughput/device/batches_per_second=0.0405 |
| 2026-07-27 14:52:30.334 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=408/600, eta=1 hour, 19 minutes] |
| train/CrossEntropyLoss=0.0848 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9787 |
| train/patch_loss=0.6812 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1229 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9424 |
| train/location_acc=0.6250 |
| train/token_losses=9.710 |
| throughput/total_tokens=6,684,672 |
| throughput/device/tokens_per_second=663.7 |
| throughput/device/batches_per_second=0.0405 |
| 2026-07-27 14:52:54.896 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=409/600, eta=1 hour, 19 minutes] |
| train/CrossEntropyLoss=0.1862 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9482 |
| train/patch_loss=1.079 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1028 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9627 |
| train/location_acc=0.6250 |
| train/token_losses=12.89 |
| throughput/total_tokens=6,701,056 |
| throughput/device/tokens_per_second=664.1 |
| throughput/device/batches_per_second=0.0405 |
| 2026-07-27 14:53:19.456 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=410/600, eta=1 hour, 18 minutes] |
| train/CrossEntropyLoss=0.0375 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8700 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1005 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8973 |
| train/location_acc=0.6875 |
| train/token_losses=10.95 |
| throughput/total_tokens=6,717,440 |
| throughput/device/tokens_per_second=664.4 |
| throughput/device/batches_per_second=0.0406 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:53:44.035 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=411/600, eta=1 hour, 18 minutes] |
| train/CrossEntropyLoss=0.0341 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.9256 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.1408 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.077 |
| train/location_acc=0.5625 |
| train/token_losses=12.28 |
| throughput/total_tokens=6,733,824 |
| throughput/device/tokens_per_second=664.6 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 14:54:08.622 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=412/600, eta=1 hour, 18 minutes] |
| train/CrossEntropyLoss=0.0505 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.7329 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0981 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8506 |
| train/location_acc=0.7500 |
| train/token_losses=9.658 |
| throughput/total_tokens=6,750,208 |
| throughput/device/tokens_per_second=664.7 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 14:54:33.190 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=413/600, eta=1 hour, 17 minutes] |
| train/CrossEntropyLoss=0.0158 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6177 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0502 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8859 |
| train/location_acc=0.6875 |
| train/token_losses=8.686 |
| throughput/total_tokens=6,766,592 |
| throughput/device/tokens_per_second=664.9 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 14:54:57.723 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=414/600, eta=1 hour, 17 minutes] |
| train/CrossEntropyLoss=0.2676 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9390 |
| train/patch_loss=1.181 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.2297 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.111 |
| train/location_acc=0.5625 |
| train/token_losses=14.81 |
| throughput/total_tokens=6,782,976 |
| throughput/device/tokens_per_second=665.1 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 14:55:22.287 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=415/600, eta=1 hour, 16 minutes] |
| train/CrossEntropyLoss=0.0099 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.9563 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0995 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7696 |
| train/location_acc=0.7500 |
| train/token_losses=11.13 |
| throughput/total_tokens=6,799,360 |
| throughput/device/tokens_per_second=665.2 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 14:55:46.845 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=416/600, eta=1 hour, 16 minutes] |
| train/CrossEntropyLoss=0.0063 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.6717 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0924 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7291 |
| train/location_acc=0.8750 |
| train/token_losses=8.660 |
| throughput/total_tokens=6,815,744 |
| throughput/device/tokens_per_second=665.4 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 14:56:11.410 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=417/600, eta=1 hour, 15 minutes] |
| train/CrossEntropyLoss=0.0382 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6628 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.2013 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.129 |
| train/location_acc=0.6250 |
| train/token_losses=10.62 |
| throughput/total_tokens=6,832,128 |
| throughput/device/tokens_per_second=665.5 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 14:56:35.974 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=418/600, eta=1 hour, 15 minutes] |
| train/CrossEntropyLoss=0.0131 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.9146 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0661 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9992 |
| train/location_acc=0.6250 |
| train/token_losses=11.58 |
| throughput/total_tokens=6,848,512 |
| throughput/device/tokens_per_second=665.5 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 14:57:00.543 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=419/600, eta=1 hour, 15 minutes] |
| train/CrossEntropyLoss=0.0223 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7061 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1429 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.8645 |
| train/location_acc=0.7500 |
| train/token_losses=9.678 |
| throughput/total_tokens=6,864,896 |
| throughput/device/tokens_per_second=665.6 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 14:57:25.103 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=420/600, eta=1 hour, 14 minutes] |
| train/CrossEntropyLoss=0.0543 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.8363 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0411 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7516 |
| train/location_acc=0.8750 |
| train/token_losses=9.861 |
| throughput/total_tokens=6,881,280 |
| throughput/device/tokens_per_second=665.7 |
| throughput/device/batches_per_second=0.0406 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 14:57:49.657 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=421/600, eta=1 hour, 14 minutes] |
| train/CrossEntropyLoss=0.0480 |
| train/ZLoss=0.0008 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.8301 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0961 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.9265 |
| train/location_acc=0.7500 |
| train/token_losses=10.73 |
| throughput/total_tokens=6,897,664 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:58:14.191 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=422/600, eta=1 hour, 13 minutes] |
| train/CrossEntropyLoss=0.0568 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.5608 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1055 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9370 |
| train/location_acc=0.6875 |
| train/token_losses=8.657 |
| throughput/total_tokens=6,914,048 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:58:38.759 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=423/600, eta=1 hour, 13 minutes] |
| train/CrossEntropyLoss=0.0256 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7156 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.3009 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.002 |
| train/location_acc=0.6875 |
| train/token_losses=10.94 |
| throughput/total_tokens=6,930,432 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:59:03.348 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=424/600, eta=1 hour, 13 minutes] |
| train/CrossEntropyLoss=0.1453 |
| train/ZLoss=0.0008 |
| train/Accuracy=0.9573 |
| train/patch_loss=0.8683 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1113 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8833 |
| train/location_acc=0.6875 |
| train/token_losses=10.93 |
| throughput/total_tokens=6,946,816 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:59:27.943 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=425/600, eta=1 hour, 12 minutes] |
| train/CrossEntropyLoss=0.0115 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.7304 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0412 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9847 |
| train/location_acc=0.6250 |
| train/token_losses=9.947 |
| throughput/total_tokens=6,963,200 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 14:59:52.519 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=426/600, eta=1 hour, 12 minutes] |
| train/CrossEntropyLoss=0.0019 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=0.7911 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0665 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7590 |
| train/location_acc=0.6875 |
| train/token_losses=9.631 |
| throughput/total_tokens=6,979,584 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:00:17.090 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=427/600, eta=1 hour, 11 minutes] |
| train/CrossEntropyLoss=0.0374 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6778 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1775 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.057 |
| train/location_acc=0.6250 |
| train/token_losses=10.36 |
| throughput/total_tokens=6,995,968 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:00:41.718 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=428/600, eta=1 hour, 11 minutes] |
| train/CrossEntropyLoss=0.0578 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9269 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1018 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8423 |
| train/location_acc=0.8125 |
| train/token_losses=11.19 |
| throughput/total_tokens=7,012,352 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:01:06.294 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=429/600, eta=1 hour, 11 minutes] |
| train/CrossEntropyLoss=0.0347 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.6049 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0722 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7160 |
| train/location_acc=0.9375 |
| train/token_losses=7.992 |
| throughput/total_tokens=7,028,736 |
| throughput/device/tokens_per_second=666.8 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:01:30.882 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=430/600, eta=1 hour, 10 minutes] |
| train/CrossEntropyLoss=0.0219 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6645 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0737 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8201 |
| train/location_acc=0.8750 |
| train/token_losses=8.891 |
| throughput/total_tokens=7,045,120 |
| throughput/device/tokens_per_second=666.8 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:01:55.444 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=431/600, eta=1 hour, 10 minutes] |
| train/CrossEntropyLoss=0.0564 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.7289 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1728 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.459 |
| train/location_acc=0.3750 |
| train/token_losses=12.36 |
| throughput/total_tokens=7,061,504 |
| throughput/device/tokens_per_second=666.8 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:02:19.989 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=432/600, eta=1 hour, 9 minutes] |
| train/CrossEntropyLoss=0.0257 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.000 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1077 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.053 |
| train/location_acc=0.6875 |
| train/token_losses=12.65 |
| throughput/total_tokens=7,077,888 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:02:44.536 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=433/600, eta=1 hour, 9 minutes] |
| train/CrossEntropyLoss=0.0047 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.8599 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1220 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.061 |
| train/location_acc=0.5625 |
| train/token_losses=11.61 |
| throughput/total_tokens=7,094,272 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:03:09.126 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=434/600, eta=1 hour, 9 minutes] |
| train/CrossEntropyLoss=0.0697 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.6423 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1098 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.083 |
| train/location_acc=0.5000 |
| train/token_losses=9.910 |
| throughput/total_tokens=7,110,656 |
| throughput/device/tokens_per_second=666.8 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:03:33.663 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=435/600, eta=1 hour, 8 minutes] |
| train/CrossEntropyLoss=0.0068 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.9622 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2504 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.088 |
| train/location_acc=0.5625 |
| train/token_losses=13.05 |
| throughput/total_tokens=7,127,040 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:03:58.198 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=436/600, eta=1 hour, 8 minutes] |
| train/CrossEntropyLoss=0.0082 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.8694 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0515 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9557 |
| train/location_acc=0.6250 |
| train/token_losses=10.98 |
| throughput/total_tokens=7,143,424 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:04:22.740 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=437/600, eta=1 hour, 7 minutes] |
| train/CrossEntropyLoss=0.0663 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.5832 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1038 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8387 |
| train/location_acc=0.6875 |
| train/token_losses=8.436 |
| throughput/total_tokens=7,159,808 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:04:47.289 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=438/600, eta=1 hour, 7 minutes] |
| train/CrossEntropyLoss=0.0127 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.9841 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1270 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.049 |
| train/location_acc=0.6250 |
| train/token_losses=12.58 |
| throughput/total_tokens=7,176,192 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:05:11.835 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=439/600, eta=1 hour, 6 minutes] |
| train/CrossEntropyLoss=0.0056 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.6356 |
| train/patch_acc=0.9062 |
| train/subpatch_loss=0.0818 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7644 |
| train/location_acc=0.8750 |
| train/token_losses=8.470 |
| throughput/total_tokens=7,192,576 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:05:36.400 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=440/600, eta=1 hour, 6 minutes] |
| train/CrossEntropyLoss=0.3321 |
| train/ZLoss=0.0010 |
| train/Accuracy=0.9085 |
| train/patch_loss=0.8960 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1883 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.058 |
| train/location_acc=0.5625 |
| train/token_losses=12.15 |
| throughput/total_tokens=7,208,960 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:06:00.959 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=441/600, eta=1 hour, 6 minutes] |
| train/CrossEntropyLoss=0.0229 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.6184 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.0747 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.031 |
| train/location_acc=0.6250 |
| train/token_losses=9.369 |
| throughput/total_tokens=7,225,344 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:06:25.506 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=442/600, eta=1 hour, 5 minutes] |
| train/CrossEntropyLoss=0.0602 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.6613 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.2190 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.9787 |
| train/location_acc=0.8125 |
| train/token_losses=10.08 |
| throughput/total_tokens=7,241,728 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:06:50.048 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=443/600, eta=1 hour, 5 minutes] |
| train/CrossEntropyLoss=0.0790 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.8992 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.0985 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7601 |
| train/location_acc=0.7500 |
| train/token_losses=10.63 |
| throughput/total_tokens=7,258,112 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:07:14.579 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=444/600, eta=1 hour, 4 minutes] |
| train/CrossEntropyLoss=0.0375 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9787 |
| train/patch_loss=0.8333 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0927 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.112 |
| train/location_acc=0.5625 |
| train/token_losses=11.48 |
| throughput/total_tokens=7,274,496 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:07:39.157 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=445/600, eta=1 hour, 4 minutes] |
| train/CrossEntropyLoss=0.1293 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9695 |
| train/patch_loss=0.8254 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.2270 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.336 |
| train/location_acc=0.5625 |
| train/token_losses=12.85 |
| throughput/total_tokens=7,290,880 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:08:03.695 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=446/600, eta=1 hour, 4 minutes] |
| train/CrossEntropyLoss=0.0347 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.4632 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.0674 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5818 |
| train/location_acc=0.9375 |
| train/token_losses=6.303 |
| throughput/total_tokens=7,307,264 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:08:28.237 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=447/600, eta=1 hour, 3 minutes] |
| train/CrossEntropyLoss=0.0176 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.7406 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1186 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.8447 |
| train/location_acc=0.8125 |
| train/token_losses=9.778 |
| throughput/total_tokens=7,323,648 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:08:52.769 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=448/600, eta=1 hour, 3 minutes] |
| train/CrossEntropyLoss=0.0294 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.6940 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1023 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9211 |
| train/location_acc=0.6250 |
| train/token_losses=9.646 |
| throughput/total_tokens=7,340,032 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:09:17.300 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=449/600, eta=1 hour, 2 minutes] |
| train/CrossEntropyLoss=0.0614 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.5965 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1180 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.155 |
| train/location_acc=0.4375 |
| train/token_losses=9.865 |
| throughput/total_tokens=7,356,416 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:09:41.860 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=450/600, eta=1 hour, 2 minutes] |
| train/CrossEntropyLoss=0.0306 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.7588 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1281 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9021 |
| train/location_acc=0.7500 |
| train/token_losses=10.19 |
| throughput/total_tokens=7,372,800 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:10:06.433 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=451/600, eta=1 hour, 2 minutes] |
| train/CrossEntropyLoss=0.0345 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.8339 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1496 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.033 |
| train/location_acc=0.8125 |
| train/token_losses=11.40 |
| throughput/total_tokens=7,389,184 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:10:30.990 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=452/600, eta=1 hour, 1 minute] |
| train/CrossEntropyLoss=0.0242 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.8769 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0576 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9490 |
| train/location_acc=0.6875 |
| train/token_losses=11.04 |
| throughput/total_tokens=7,405,568 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:10:55.542 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=453/600, eta=1 hour, 1 minute] |
| train/CrossEntropyLoss=0.0409 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7026 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1432 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.8377 |
| train/location_acc=0.6875 |
| train/token_losses=9.545 |
| throughput/total_tokens=7,421,952 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:11:20.085 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=454/600, eta=1 hour] |
| train/CrossEntropyLoss=0.0327 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7268 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0772 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8477 |
| train/location_acc=0.8125 |
| train/token_losses=9.514 |
| throughput/total_tokens=7,438,336 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:11:44.623 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=455/600, eta=1 hour] |
| train/CrossEntropyLoss=0.0580 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.8193 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1486 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.7605 |
| train/location_acc=0.6875 |
| train/token_losses=10.19 |
| throughput/total_tokens=7,454,720 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:12:09.187 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=456/600, eta=1 hour] |
| train/CrossEntropyLoss=0.0027 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=0.9614 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0983 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8565 |
| train/location_acc=0.7500 |
| train/token_losses=11.51 |
| throughput/total_tokens=7,471,104 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:12:33.788 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=457/600, eta=59 minutes] |
| train/CrossEntropyLoss=0.0166 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.001 |
| train/patch_acc=0.6562 |
| train/subpatch_loss=0.1108 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.045 |
| train/location_acc=0.6250 |
| train/token_losses=12.64 |
| throughput/total_tokens=7,487,488 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:12:58.361 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=458/600, eta=59 minutes] |
| train/CrossEntropyLoss=0.0049 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.7869 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.0946 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9444 |
| train/location_acc=0.6250 |
| train/token_losses=10.45 |
| throughput/total_tokens=7,503,872 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:13:22.926 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=459/600, eta=58 minutes] |
| train/CrossEntropyLoss=0.0038 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=0.4307 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.0656 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7051 |
| train/location_acc=0.8125 |
| train/token_losses=6.528 |
| throughput/total_tokens=7,520,256 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:13:47.489 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=460/600, eta=58 minutes] |
| train/CrossEntropyLoss=0.1728 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9604 |
| train/patch_loss=0.9205 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1514 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.077 |
| train/location_acc=0.7500 |
| train/token_losses=12.28 |
| throughput/total_tokens=7,536,640 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:14:12.049 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=461/600, eta=57 minutes] |
| train/CrossEntropyLoss=0.0371 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.038 |
| train/patch_acc=0.6250 |
| train/subpatch_loss=0.1419 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.9045 |
| train/location_acc=0.6250 |
| train/token_losses=12.49 |
| throughput/total_tokens=7,553,024 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:14:36.598 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=462/600, eta=57 minutes] |
| train/CrossEntropyLoss=0.0276 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8621 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1333 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.9416 |
| train/location_acc=0.6250 |
| train/token_losses=11.20 |
| throughput/total_tokens=7,569,408 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:15:01.158 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=463/600, eta=57 minutes] |
| train/CrossEntropyLoss=0.0478 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.7947 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0904 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8288 |
| train/location_acc=0.7500 |
| train/token_losses=10.03 |
| throughput/total_tokens=7,585,792 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:15:25.736 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=464/600, eta=56 minutes] |
| train/CrossEntropyLoss=0.0226 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.8882 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1084 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8556 |
| train/location_acc=0.8125 |
| train/token_losses=10.96 |
| throughput/total_tokens=7,602,176 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:15:50.291 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=465/600, eta=56 minutes] |
| train/CrossEntropyLoss=0.0402 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6907 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0962 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8174 |
| train/location_acc=0.7500 |
| train/token_losses=9.180 |
| throughput/total_tokens=7,618,560 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:16:14.854 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=466/600, eta=55 minutes] |
| train/CrossEntropyLoss=0.1558 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9604 |
| train/patch_loss=0.7580 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1060 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9698 |
| train/location_acc=0.6875 |
| train/token_losses=10.37 |
| throughput/total_tokens=7,634,944 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:16:39.415 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=467/600, eta=55 minutes] |
| train/CrossEntropyLoss=0.0583 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.5193 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.0745 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9777 |
| train/location_acc=0.6875 |
| train/token_losses=8.363 |
| throughput/total_tokens=7,651,328 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:17:03.973 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=468/600, eta=55 minutes] |
| train/CrossEntropyLoss=0.0461 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9686 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0884 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7868 |
| train/location_acc=0.7500 |
| train/token_losses=11.25 |
| throughput/total_tokens=7,667,712 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:17:28.540 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=469/600, eta=54 minutes] |
| train/CrossEntropyLoss=0.0054 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.5542 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.0796 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5957 |
| train/location_acc=0.8750 |
| train/token_losses=7.134 |
| throughput/total_tokens=7,684,096 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:17:53.090 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=470/600, eta=54 minutes] |
| train/CrossEntropyLoss=0.0435 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.7890 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1305 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.140 |
| train/location_acc=0.5000 |
| train/token_losses=11.39 |
| throughput/total_tokens=7,700,480 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:18:17.642 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=471/600, eta=53 minutes] |
| train/CrossEntropyLoss=0.0325 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.5993 |
| train/patch_acc=0.9375 |
| train/subpatch_loss=0.0540 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.203 |
| train/location_acc=0.6250 |
| train/token_losses=9.821 |
| throughput/total_tokens=7,716,864 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:18:42.219 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=472/600, eta=53 minutes] |
| train/CrossEntropyLoss=0.0212 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7179 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0299 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8080 |
| train/location_acc=0.6875 |
| train/token_losses=9.095 |
| throughput/total_tokens=7,733,248 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:19:06.792 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=473/600, eta=53 minutes] |
| train/CrossEntropyLoss=0.0136 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=1.002 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0897 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8574 |
| train/location_acc=0.6250 |
| train/token_losses=11.80 |
| throughput/total_tokens=7,749,632 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:19:31.365 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=474/600, eta=52 minutes] |
| train/CrossEntropyLoss=0.0164 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.7197 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0503 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9600 |
| train/location_acc=0.6250 |
| train/token_losses=9.799 |
| throughput/total_tokens=7,766,016 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:19:55.951 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=475/600, eta=52 minutes] |
| train/CrossEntropyLoss=0.0589 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.7920 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0775 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8149 |
| train/location_acc=0.7500 |
| train/token_losses=9.906 |
| throughput/total_tokens=7,782,400 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:20:20.534 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=476/600, eta=51 minutes] |
| train/CrossEntropyLoss=0.0092 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.6888 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1061 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6831 |
| train/location_acc=0.8750 |
| train/token_losses=8.667 |
| throughput/total_tokens=7,798,784 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:20:45.099 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=477/600, eta=51 minutes] |
| train/CrossEntropyLoss=0.0660 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.5519 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.1082 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6813 |
| train/location_acc=0.8750 |
| train/token_losses=7.573 |
| throughput/total_tokens=7,815,168 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:21:09.653 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=478/600, eta=50 minutes] |
| train/CrossEntropyLoss=0.0583 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.6171 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.1035 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9645 |
| train/location_acc=0.7500 |
| train/token_losses=9.209 |
| throughput/total_tokens=7,831,552 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:21:34.222 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=479/600, eta=50 minutes] |
| train/CrossEntropyLoss=0.1175 |
| train/ZLoss=0.0008 |
| train/Accuracy=0.9604 |
| train/patch_loss=0.6898 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0759 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.9610 |
| train/location_acc=0.7500 |
| train/token_losses=9.666 |
| throughput/total_tokens=7,847,936 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:21:58.791 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=480/600, eta=50 minutes] |
| train/CrossEntropyLoss=0.0368 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6523 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0869 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9042 |
| train/location_acc=0.7500 |
| train/token_losses=9.183 |
| throughput/total_tokens=7,864,320 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:22:23.354 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=481/600, eta=49 minutes] |
| train/CrossEntropyLoss=0.0485 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6479 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1167 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.9887 |
| train/location_acc=0.6250 |
| train/token_losses=9.605 |
| throughput/total_tokens=7,880,704 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:22:47.911 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=482/600, eta=49 minutes] |
| train/CrossEntropyLoss=0.0410 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.6231 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0521 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9455 |
| train/location_acc=0.6250 |
| train/token_losses=8.975 |
| throughput/total_tokens=7,897,088 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:23:12.516 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=483/600, eta=48 minutes] |
| train/CrossEntropyLoss=0.0401 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6249 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1628 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.7639 |
| train/location_acc=0.6875 |
| train/token_losses=8.706 |
| throughput/total_tokens=7,913,472 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:23:37.071 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=484/600, eta=48 minutes] |
| train/CrossEntropyLoss=0.0573 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.9664 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0913 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.073 |
| train/location_acc=0.5000 |
| train/token_losses=12.39 |
| throughput/total_tokens=7,929,856 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:24:01.623 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=485/600, eta=48 minutes] |
| train/CrossEntropyLoss=0.1525 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9634 |
| train/patch_loss=0.9878 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1693 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.109 |
| train/location_acc=0.6250 |
| train/token_losses=13.02 |
| throughput/total_tokens=7,946,240 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:24:26.173 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=486/600, eta=47 minutes] |
| train/CrossEntropyLoss=0.0086 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.8732 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1046 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.093 |
| train/location_acc=0.4375 |
| train/token_losses=11.78 |
| throughput/total_tokens=7,962,624 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:24:50.742 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=487/600, eta=47 minutes] |
| train/CrossEntropyLoss=0.0226 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.5989 |
| train/patch_acc=0.9375 |
| train/subpatch_loss=0.0600 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8121 |
| train/location_acc=0.7500 |
| train/token_losses=8.280 |
| throughput/total_tokens=7,979,008 |
| throughput/device/tokens_per_second=666.9 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:25:15.273 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=488/600, eta=46 minutes] |
| train/CrossEntropyLoss=0.0228 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.4839 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.0589 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5779 |
| train/location_acc=0.7500 |
| train/token_losses=6.418 |
| throughput/total_tokens=7,995,392 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:25:39.817 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=489/600, eta=46 minutes] |
| train/CrossEntropyLoss=0.0292 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.001 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.0956 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.050 |
| train/location_acc=0.6250 |
| train/token_losses=12.59 |
| throughput/total_tokens=8,011,776 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:26:04.370 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=490/600, eta=46 minutes] |
| train/CrossEntropyLoss=0.0770 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.6076 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.1037 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5755 |
| train/location_acc=0.9375 |
| train/token_losses=7.577 |
| throughput/total_tokens=8,028,160 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:26:28.918 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=491/600, eta=45 minutes] |
| train/CrossEntropyLoss=0.0381 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.8913 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1071 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.145 |
| train/location_acc=0.5625 |
| train/token_losses=12.14 |
| throughput/total_tokens=8,044,544 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:26:53.460 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=492/600, eta=45 minutes] |
| train/CrossEntropyLoss=0.0198 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.9596 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0964 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9559 |
| train/location_acc=0.6875 |
| train/token_losses=11.89 |
| throughput/total_tokens=8,060,928 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:27:18.003 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=493/600, eta=44 minutes] |
| train/CrossEntropyLoss=0.0295 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.9356 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0889 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8212 |
| train/location_acc=0.6875 |
| train/token_losses=11.13 |
| throughput/total_tokens=8,077,312 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:27:42.590 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=494/600, eta=44 minutes] |
| train/CrossEntropyLoss=0.0315 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6014 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1227 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6589 |
| train/location_acc=0.9375 |
| train/token_losses=7.937 |
| throughput/total_tokens=8,093,696 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:28:07.126 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=495/600, eta=44 minutes] |
| train/CrossEntropyLoss=0.0489 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.9568 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1692 |
| train/subpatch_acc=0.8750 |
| train/location_loss=1.085 |
| train/location_acc=0.5625 |
| train/token_losses=12.67 |
| throughput/total_tokens=8,110,080 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:28:31.673 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=496/600, eta=43 minutes] |
| train/CrossEntropyLoss=0.0311 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.9590 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0493 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.021 |
| train/location_acc=0.7500 |
| train/token_losses=11.95 |
| throughput/total_tokens=8,126,464 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:28:56.225 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=497/600, eta=43 minutes] |
| train/CrossEntropyLoss=0.0148 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6332 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1208 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.6475 |
| train/location_acc=0.8750 |
| train/token_losses=8.139 |
| throughput/total_tokens=8,142,848 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:29:20.793 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=498/600, eta=42 minutes] |
| train/CrossEntropyLoss=0.0575 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6437 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0533 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7760 |
| train/location_acc=0.8125 |
| train/token_losses=8.467 |
| throughput/total_tokens=8,159,232 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:29:45.347 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=499/600, eta=42 minutes] |
| train/CrossEntropyLoss=0.0286 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6729 |
| train/patch_acc=0.9062 |
| train/subpatch_loss=0.0751 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.006 |
| train/location_acc=0.6875 |
| train/token_losses=9.706 |
| throughput/total_tokens=8,175,616 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:30:09.905 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=500/600, eta=41 minutes] |
| train/CrossEntropyLoss=0.0048 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.8884 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0320 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.028 |
| train/location_acc=0.3750 |
| train/token_losses=11.35 |
| throughput/total_tokens=8,192,000 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:30:09.907 2012bc4f83ae:0 olmo.train.trainer:1415 INFO Saving checkpoint... |
| 2026-07-27 15:30:13.606 2012bc4f83ae:0 olmo.train.trainer:1420 INFO Checkpoint saved to /runpod-volume/firewarning-pointing/checkpoints/molmopoint-strong-curated-ground-v1/step500 |
| 2026-07-27 15:30:39.852 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=501/600, eta=41 minutes] |
| train/CrossEntropyLoss=0.0298 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.5618 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.1336 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.7197 |
| train/location_acc=0.8750 |
| train/token_losses=7.907 |
| throughput/total_tokens=8,208,384 |
| throughput/device/tokens_per_second=624.4 |
| throughput/device/batches_per_second=0.0381 |
| 2026-07-27 15:31:04.373 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=502/600, eta=41 minutes] |
| train/CrossEntropyLoss=0.0265 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6853 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1202 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6040 |
| train/location_acc=1.0000 |
| train/token_losses=8.379 |
| throughput/total_tokens=8,224,768 |
| throughput/device/tokens_per_second=645.5 |
| throughput/device/batches_per_second=0.0394 |
| 2026-07-27 15:31:28.900 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=503/600, eta=40 minutes] |
| train/CrossEntropyLoss=0.0302 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7491 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1454 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.8142 |
| train/location_acc=0.8125 |
| train/token_losses=9.831 |
| throughput/total_tokens=8,241,152 |
| throughput/device/tokens_per_second=652.8 |
| throughput/device/batches_per_second=0.0398 |
| 2026-07-27 15:31:53.432 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=504/600, eta=40 minutes] |
| train/CrossEntropyLoss=0.0172 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6600 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0967 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8456 |
| train/location_acc=0.8125 |
| train/token_losses=9.049 |
| throughput/total_tokens=8,257,536 |
| throughput/device/tokens_per_second=656.5 |
| throughput/device/batches_per_second=0.0401 |
| 2026-07-27 15:32:18.006 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=505/600, eta=39 minutes] |
| train/CrossEntropyLoss=0.0473 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.7885 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0548 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6937 |
| train/location_acc=0.8125 |
| train/token_losses=9.302 |
| throughput/total_tokens=8,273,920 |
| throughput/device/tokens_per_second=658.5 |
| throughput/device/batches_per_second=0.0402 |
| 2026-07-27 15:32:42.561 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=506/600, eta=39 minutes] |
| train/CrossEntropyLoss=0.0341 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.5657 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0714 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6653 |
| train/location_acc=0.8750 |
| train/token_losses=7.472 |
| throughput/total_tokens=8,290,304 |
| throughput/device/tokens_per_second=660.0 |
| throughput/device/batches_per_second=0.0403 |
| 2026-07-27 15:33:07.125 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=507/600, eta=39 minutes] |
| train/CrossEntropyLoss=0.0285 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.7445 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1115 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6832 |
| train/location_acc=0.7500 |
| train/token_losses=9.134 |
| throughput/total_tokens=8,306,688 |
| throughput/device/tokens_per_second=661.0 |
| throughput/device/batches_per_second=0.0403 |
| 2026-07-27 15:33:31.667 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=508/600, eta=38 minutes] |
| train/CrossEntropyLoss=0.0214 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6137 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0342 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9023 |
| train/location_acc=0.6875 |
| train/token_losses=8.655 |
| throughput/total_tokens=8,323,072 |
| throughput/device/tokens_per_second=661.8 |
| throughput/device/batches_per_second=0.0404 |
| 2026-07-27 15:33:56.214 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=509/600, eta=38 minutes] |
| train/CrossEntropyLoss=0.0349 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.8265 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1254 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.9228 |
| train/location_acc=0.7500 |
| train/token_losses=10.81 |
| throughput/total_tokens=8,339,456 |
| throughput/device/tokens_per_second=662.4 |
| throughput/device/batches_per_second=0.0404 |
| 2026-07-27 15:34:20.772 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=510/600, eta=37 minutes] |
| train/CrossEntropyLoss=0.0092 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.7083 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0436 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9967 |
| train/location_acc=0.5625 |
| train/token_losses=9.828 |
| throughput/total_tokens=8,355,840 |
| throughput/device/tokens_per_second=662.9 |
| throughput/device/batches_per_second=0.0405 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:34:45.331 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=511/600, eta=37 minutes] |
| train/CrossEntropyLoss=0.0293 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.8079 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1013 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.227 |
| train/location_acc=0.4375 |
| train/token_losses=11.77 |
| throughput/total_tokens=8,372,224 |
| throughput/device/tokens_per_second=663.3 |
| throughput/device/batches_per_second=0.0405 |
| 2026-07-27 15:35:09.889 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=512/600, eta=37 minutes] |
| train/CrossEntropyLoss=0.0482 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.6447 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.1109 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8628 |
| train/location_acc=0.7500 |
| train/token_losses=9.052 |
| throughput/total_tokens=8,388,608 |
| throughput/device/tokens_per_second=663.6 |
| throughput/device/batches_per_second=0.0405 |
| 2026-07-27 15:35:34.446 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=513/600, eta=36 minutes] |
| train/CrossEntropyLoss=0.0108 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.7362 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0396 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7168 |
| train/location_acc=0.8125 |
| train/token_losses=8.916 |
| throughput/total_tokens=8,404,992 |
| throughput/device/tokens_per_second=663.9 |
| throughput/device/batches_per_second=0.0405 |
| 2026-07-27 15:35:58.993 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=514/600, eta=36 minutes] |
| train/CrossEntropyLoss=0.0511 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.9167 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.0528 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8715 |
| train/location_acc=0.6250 |
| train/token_losses=11.03 |
| throughput/total_tokens=8,421,376 |
| throughput/device/tokens_per_second=664.1 |
| throughput/device/batches_per_second=0.0405 |
| 2026-07-27 15:36:23.534 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=515/600, eta=35 minutes] |
| train/CrossEntropyLoss=0.0449 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.6894 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1657 |
| train/subpatch_acc=0.8750 |
| train/location_loss=0.8861 |
| train/location_acc=0.6250 |
| train/token_losses=9.722 |
| throughput/total_tokens=8,437,760 |
| throughput/device/tokens_per_second=664.4 |
| throughput/device/batches_per_second=0.0405 |
| 2026-07-27 15:36:48.078 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=516/600, eta=35 minutes] |
| train/CrossEntropyLoss=0.0473 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.4726 |
| train/patch_acc=0.9688 |
| train/subpatch_loss=0.0858 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.4710 |
| train/location_acc=0.8750 |
| train/token_losses=6.008 |
| throughput/total_tokens=8,454,144 |
| throughput/device/tokens_per_second=664.6 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 15:37:12.638 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=517/600, eta=35 minutes] |
| train/CrossEntropyLoss=0.0652 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.6961 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0855 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7024 |
| train/location_acc=0.7500 |
| train/token_losses=8.721 |
| throughput/total_tokens=8,470,528 |
| throughput/device/tokens_per_second=664.7 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 15:37:37.252 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=518/600, eta=34 minutes] |
| train/CrossEntropyLoss=0.0173 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.9318 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1435 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.7206 |
| train/location_acc=0.8750 |
| train/token_losses=10.91 |
| throughput/total_tokens=8,486,912 |
| throughput/device/tokens_per_second=664.8 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 15:38:01.833 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=519/600, eta=34 minutes] |
| train/CrossEntropyLoss=0.2052 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9421 |
| train/patch_loss=0.8302 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1161 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9584 |
| train/location_acc=0.7500 |
| train/token_losses=10.94 |
| throughput/total_tokens=8,503,296 |
| throughput/device/tokens_per_second=664.8 |
| throughput/device/batches_per_second=0.0406 |
| 2026-07-27 15:38:26.424 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=520/600, eta=33 minutes] |
| train/CrossEntropyLoss=0.0277 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6004 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1963 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7482 |
| train/location_acc=0.8125 |
| train/token_losses=8.581 |
| throughput/total_tokens=8,519,680 |
| throughput/device/tokens_per_second=664.9 |
| throughput/device/batches_per_second=0.0406 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:38:51.026 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=521/600, eta=33 minutes] |
| train/CrossEntropyLoss=0.0379 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.8750 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1209 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8024 |
| train/location_acc=0.7500 |
| train/token_losses=10.69 |
| throughput/total_tokens=8,536,064 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:39:15.585 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=522/600, eta=32 minutes] |
| train/CrossEntropyLoss=0.0699 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.4185 |
| train/patch_acc=0.9375 |
| train/subpatch_loss=0.0486 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8511 |
| train/location_acc=0.7500 |
| train/token_losses=6.947 |
| throughput/total_tokens=8,552,448 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:39:40.138 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=523/600, eta=32 minutes] |
| train/CrossEntropyLoss=0.0463 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.6065 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0800 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.9782 |
| train/location_acc=0.8125 |
| train/token_losses=9.085 |
| throughput/total_tokens=8,568,832 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:40:04.691 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=524/600, eta=32 minutes] |
| train/CrossEntropyLoss=0.0742 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9787 |
| train/patch_loss=1.012 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1102 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.106 |
| train/location_acc=0.5000 |
| train/token_losses=12.96 |
| throughput/total_tokens=8,585,216 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:40:29.235 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=525/600, eta=31 minutes] |
| train/CrossEntropyLoss=0.0066 |
| train/ZLoss=0.0004 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.9182 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0637 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.071 |
| train/location_acc=0.6875 |
| train/token_losses=11.89 |
| throughput/total_tokens=8,601,600 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:40:53.794 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=526/600, eta=31 minutes] |
| train/CrossEntropyLoss=0.0230 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6879 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.1540 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.7884 |
| train/location_acc=0.8750 |
| train/token_losses=9.272 |
| throughput/total_tokens=8,617,984 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:41:18.344 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=527/600, eta=30 minutes] |
| train/CrossEntropyLoss=0.0093 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.6435 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0718 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8904 |
| train/location_acc=0.6875 |
| train/token_losses=8.997 |
| throughput/total_tokens=8,634,368 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:41:42.925 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=528/600, eta=30 minutes] |
| train/CrossEntropyLoss=0.0170 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8956 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0724 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5983 |
| train/location_acc=0.8750 |
| train/token_losses=9.848 |
| throughput/total_tokens=8,650,752 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:42:07.480 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=529/600, eta=30 minutes] |
| train/CrossEntropyLoss=0.0269 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8112 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1180 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7718 |
| train/location_acc=0.9375 |
| train/token_losses=10.05 |
| throughput/total_tokens=8,667,136 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:42:32.034 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=530/600, eta=29 minutes] |
| train/CrossEntropyLoss=0.0049 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.7034 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0238 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6707 |
| train/location_acc=0.8750 |
| train/token_losses=8.406 |
| throughput/total_tokens=8,683,520 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:42:56.608 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=531/600, eta=29 minutes] |
| train/CrossEntropyLoss=0.0219 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.7132 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1099 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.006 |
| train/location_acc=0.6250 |
| train/token_losses=10.17 |
| throughput/total_tokens=8,699,904 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:43:21.149 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=532/600, eta=28 minutes] |
| train/CrossEntropyLoss=0.0385 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.5749 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0549 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5667 |
| train/location_acc=0.8750 |
| train/token_losses=7.086 |
| throughput/total_tokens=8,716,288 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:43:45.703 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=533/600, eta=28 minutes] |
| train/CrossEntropyLoss=0.0185 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.5597 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0853 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5794 |
| train/location_acc=0.8750 |
| train/token_losses=7.137 |
| throughput/total_tokens=8,732,672 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:44:10.262 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=534/600, eta=28 minutes] |
| train/CrossEntropyLoss=0.0991 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.7860 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1378 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.5340 |
| train/location_acc=0.8750 |
| train/token_losses=8.975 |
| throughput/total_tokens=8,749,056 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:44:34.809 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=535/600, eta=27 minutes] |
| train/CrossEntropyLoss=0.2089 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9512 |
| train/patch_loss=0.8731 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1104 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.8998 |
| train/location_acc=0.6875 |
| train/token_losses=11.03 |
| throughput/total_tokens=8,765,440 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:44:59.357 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=536/600, eta=27 minutes] |
| train/CrossEntropyLoss=0.0233 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.4925 |
| train/patch_acc=0.9375 |
| train/subpatch_loss=0.0872 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5886 |
| train/location_acc=0.8750 |
| train/token_losses=6.643 |
| throughput/total_tokens=8,781,824 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:45:23.903 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=537/600, eta=26 minutes] |
| train/CrossEntropyLoss=0.0520 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6404 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1417 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.5521 |
| train/location_acc=0.9375 |
| train/token_losses=7.898 |
| throughput/total_tokens=8,798,208 |
| throughput/device/tokens_per_second=667.0 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:45:48.446 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=538/600, eta=26 minutes] |
| train/CrossEntropyLoss=0.0360 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.9087 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0584 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8110 |
| train/location_acc=0.6875 |
| train/token_losses=10.75 |
| throughput/total_tokens=8,814,592 |
| throughput/device/tokens_per_second=667.1 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:46:13.006 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=539/600, eta=26 minutes] |
| train/CrossEntropyLoss=0.0079 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.5850 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0461 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7996 |
| train/location_acc=0.7500 |
| train/token_losses=8.063 |
| throughput/total_tokens=8,830,976 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:46:37.571 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=540/600, eta=25 minutes] |
| train/CrossEntropyLoss=0.0304 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.8531 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1258 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.198 |
| train/location_acc=0.6875 |
| train/token_losses=12.12 |
| throughput/total_tokens=8,847,360 |
| throughput/device/tokens_per_second=667.2 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:47:02.105 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=541/600, eta=25 minutes] |
| train/CrossEntropyLoss=0.0232 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.8486 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0609 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.041 |
| train/location_acc=0.6875 |
| train/token_losses=11.20 |
| throughput/total_tokens=8,863,744 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:47:26.642 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=542/600, eta=24 minutes] |
| train/CrossEntropyLoss=0.0258 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7667 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.2075 |
| train/subpatch_acc=0.8750 |
| train/location_loss=0.7128 |
| train/location_acc=0.8750 |
| train/token_losses=9.814 |
| throughput/total_tokens=8,880,128 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:47:51.194 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=543/600, eta=24 minutes] |
| train/CrossEntropyLoss=0.0230 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.4858 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0441 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.049 |
| train/location_acc=0.6875 |
| train/token_losses=8.257 |
| throughput/total_tokens=8,896,512 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:48:15.748 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=544/600, eta=23 minutes] |
| train/CrossEntropyLoss=0.0715 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9787 |
| train/patch_loss=0.9265 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1066 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.026 |
| train/location_acc=0.6875 |
| train/token_losses=11.94 |
| throughput/total_tokens=8,912,896 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:48:40.307 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=545/600, eta=23 minutes] |
| train/CrossEntropyLoss=0.0186 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8085 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.0943 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.000 |
| train/location_acc=0.5625 |
| train/token_losses=10.85 |
| throughput/total_tokens=8,929,280 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:49:04.846 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=546/600, eta=23 minutes] |
| train/CrossEntropyLoss=0.0400 |
| train/ZLoss=0.0003 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.7937 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0446 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.002 |
| train/location_acc=0.5000 |
| train/token_losses=10.53 |
| throughput/total_tokens=8,945,664 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:49:29.392 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=547/600, eta=22 minutes] |
| train/CrossEntropyLoss=0.0389 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6598 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0309 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7700 |
| train/location_acc=0.6875 |
| train/token_losses=8.482 |
| throughput/total_tokens=8,962,048 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:49:53.948 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=548/600, eta=22 minutes] |
| train/CrossEntropyLoss=0.0172 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=1.040 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0616 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9460 |
| train/location_acc=0.7500 |
| train/token_losses=12.35 |
| throughput/total_tokens=8,978,432 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:50:18.510 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=549/600, eta=21 minutes] |
| train/CrossEntropyLoss=0.1276 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9695 |
| train/patch_loss=0.8785 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1738 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.105 |
| train/location_acc=0.6250 |
| train/token_losses=12.14 |
| throughput/total_tokens=8,994,816 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:50:43.066 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=550/600, eta=21 minutes] |
| train/CrossEntropyLoss=0.0485 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.5384 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.0819 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5901 |
| train/location_acc=0.7500 |
| train/token_losses=6.996 |
| throughput/total_tokens=9,011,200 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:51:07.602 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=551/600, eta=21 minutes] |
| train/CrossEntropyLoss=0.0102 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.8669 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1996 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.6256 |
| train/location_acc=0.9375 |
| train/token_losses=10.24 |
| throughput/total_tokens=9,027,584 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:51:32.152 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=552/600, eta=20 minutes] |
| train/CrossEntropyLoss=0.0313 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6038 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0851 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9766 |
| train/location_acc=0.8125 |
| train/token_losses=9.077 |
| throughput/total_tokens=9,043,968 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:51:56.704 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=553/600, eta=20 minutes] |
| train/CrossEntropyLoss=0.0161 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.7408 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0368 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9783 |
| train/location_acc=0.6250 |
| train/token_losses=9.986 |
| throughput/total_tokens=9,060,352 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:52:21.251 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=554/600, eta=19 minutes] |
| train/CrossEntropyLoss=0.0414 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.5605 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.0869 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5817 |
| train/location_acc=0.8125 |
| train/token_losses=7.158 |
| throughput/total_tokens=9,076,736 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:52:45.817 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=555/600, eta=19 minutes] |
| train/CrossEntropyLoss=0.0559 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.7241 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1820 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.8879 |
| train/location_acc=0.7500 |
| train/token_losses=10.07 |
| throughput/total_tokens=9,093,120 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:53:10.380 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=556/600, eta=19 minutes] |
| train/CrossEntropyLoss=0.0513 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.5740 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0392 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9152 |
| train/location_acc=0.5625 |
| train/token_losses=8.410 |
| throughput/total_tokens=9,109,504 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:53:34.913 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=557/600, eta=18 minutes] |
| train/CrossEntropyLoss=0.0185 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.6256 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0332 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5626 |
| train/location_acc=0.7500 |
| train/token_losses=7.388 |
| throughput/total_tokens=9,125,888 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:53:59.473 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=558/600, eta=18 minutes] |
| train/CrossEntropyLoss=0.2341 |
| train/ZLoss=0.0013 |
| train/Accuracy=0.9390 |
| train/patch_loss=0.9278 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1044 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.050 |
| train/location_acc=0.6875 |
| train/token_losses=12.04 |
| throughput/total_tokens=9,142,272 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:54:23.994 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=559/600, eta=17 minutes] |
| train/CrossEntropyLoss=0.0201 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.9587 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0693 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7721 |
| train/location_acc=0.6875 |
| train/token_losses=11.03 |
| throughput/total_tokens=9,158,656 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:54:48.530 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=560/600, eta=17 minutes] |
| train/CrossEntropyLoss=0.0111 |
| train/ZLoss=0.0004 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.6091 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0782 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5067 |
| train/location_acc=0.9375 |
| train/token_losses=7.213 |
| throughput/total_tokens=9,175,040 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:55:13.074 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=561/600, eta=16 minutes] |
| train/CrossEntropyLoss=0.0431 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.5746 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1241 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.086 |
| train/location_acc=0.6250 |
| train/token_losses=9.438 |
| throughput/total_tokens=9,191,424 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:55:37.608 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=562/600, eta=16 minutes] |
| train/CrossEntropyLoss=0.0114 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.6448 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0700 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6725 |
| train/location_acc=0.8750 |
| train/token_losses=8.128 |
| throughput/total_tokens=9,207,808 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:56:02.168 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=563/600, eta=16 minutes] |
| train/CrossEntropyLoss=0.0124 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.7340 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0249 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9777 |
| train/location_acc=0.7500 |
| train/token_losses=9.883 |
| throughput/total_tokens=9,224,192 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:56:26.728 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=564/600, eta=15 minutes] |
| train/CrossEntropyLoss=0.0139 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7291 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1106 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.9497 |
| train/location_acc=0.7500 |
| train/token_losses=10.07 |
| throughput/total_tokens=9,240,576 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:56:51.323 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=565/600, eta=15 minutes] |
| train/CrossEntropyLoss=0.0303 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6144 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0730 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7526 |
| train/location_acc=0.8750 |
| train/token_losses=8.218 |
| throughput/total_tokens=9,256,960 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:57:15.875 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=566/600, eta=14 minutes] |
| train/CrossEntropyLoss=0.0125 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.6551 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.0719 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.097 |
| train/location_acc=0.5625 |
| train/token_losses=9.916 |
| throughput/total_tokens=9,273,344 |
| throughput/device/tokens_per_second=667.3 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:57:40.413 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=567/600, eta=14 minutes] |
| train/CrossEntropyLoss=0.0094 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6342 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0443 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7294 |
| train/location_acc=0.8125 |
| train/token_losses=8.168 |
| throughput/total_tokens=9,289,728 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:58:04.967 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=568/600, eta=14 minutes] |
| train/CrossEntropyLoss=0.0437 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.5158 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.1227 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.9515 |
| train/location_acc=0.6250 |
| train/token_losses=8.423 |
| throughput/total_tokens=9,306,112 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:58:29.517 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=569/600, eta=13 minutes] |
| train/CrossEntropyLoss=0.0131 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.6919 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0859 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6673 |
| train/location_acc=0.6875 |
| train/token_losses=8.549 |
| throughput/total_tokens=9,322,496 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:58:54.034 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=570/600, eta=13 minutes] |
| train/CrossEntropyLoss=0.0376 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6314 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0833 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.076 |
| train/location_acc=0.5625 |
| train/token_losses=9.690 |
| throughput/total_tokens=9,338,880 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 15:59:18.565 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=571/600, eta=12 minutes] |
| train/CrossEntropyLoss=0.0107 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.7059 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0933 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6769 |
| train/location_acc=0.8750 |
| train/token_losses=8.728 |
| throughput/total_tokens=9,355,264 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 15:59:43.098 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=572/600, eta=12 minutes] |
| train/CrossEntropyLoss=0.0263 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6615 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1552 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.7474 |
| train/location_acc=0.8125 |
| train/token_losses=8.903 |
| throughput/total_tokens=9,371,648 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:00:07.649 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=573/600, eta=12 minutes] |
| train/CrossEntropyLoss=0.0329 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8871 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0523 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7794 |
| train/location_acc=0.6875 |
| train/token_losses=10.42 |
| throughput/total_tokens=9,388,032 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:00:32.253 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=574/600, eta=11 minutes] |
| train/CrossEntropyLoss=0.2209 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9451 |
| train/patch_loss=1.032 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.1516 |
| train/subpatch_acc=0.9375 |
| train/location_loss=1.317 |
| train/location_acc=0.5000 |
| train/token_losses=14.13 |
| throughput/total_tokens=9,404,416 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:00:56.809 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=575/600, eta=11 minutes] |
| train/CrossEntropyLoss=0.0305 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.5358 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1999 |
| train/subpatch_acc=0.8750 |
| train/location_loss=0.6366 |
| train/location_acc=0.8125 |
| train/token_losses=7.632 |
| throughput/total_tokens=9,420,800 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:01:21.357 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=576/600, eta=10 minutes] |
| train/CrossEntropyLoss=0.0699 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.5291 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0760 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7021 |
| train/location_acc=0.8125 |
| train/token_losses=7.346 |
| throughput/total_tokens=9,437,184 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:01:45.894 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=577/600, eta=10 minutes] |
| train/CrossEntropyLoss=0.0245 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.6863 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0595 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.7199 |
| train/location_acc=0.7500 |
| train/token_losses=8.608 |
| throughput/total_tokens=9,453,568 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:02:10.439 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=578/600, eta=10 minutes] |
| train/CrossEntropyLoss=0.0511 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.7662 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.1177 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.7206 |
| train/location_acc=0.8125 |
| train/token_losses=9.483 |
| throughput/total_tokens=9,469,952 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:02:34.968 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=579/600, eta=9 minutes] |
| train/CrossEntropyLoss=0.0278 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.7493 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.0450 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6891 |
| train/location_acc=0.8750 |
| train/token_losses=8.930 |
| throughput/total_tokens=9,486,336 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:02:59.503 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=580/600, eta=9 minutes] |
| train/CrossEntropyLoss=0.0535 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.8401 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0901 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8209 |
| train/location_acc=0.6250 |
| train/token_losses=10.36 |
| throughput/total_tokens=9,502,720 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 16:03:24.048 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=581/600, eta=8 minutes] |
| train/CrossEntropyLoss=0.0136 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.6458 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0680 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.6202 |
| train/location_acc=0.8750 |
| train/token_losses=7.920 |
| throughput/total_tokens=9,519,104 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:03:48.589 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=582/600, eta=8 minutes] |
| train/CrossEntropyLoss=0.0057 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.4736 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0811 |
| train/subpatch_acc=1.0000 |
| train/location_loss=1.103 |
| train/location_acc=0.7500 |
| train/token_losses=8.524 |
| throughput/total_tokens=9,535,488 |
| throughput/device/tokens_per_second=667.4 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:04:13.113 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=583/600, eta=7 minutes] |
| train/CrossEntropyLoss=0.0562 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.7869 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1270 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8574 |
| train/location_acc=0.8750 |
| train/token_losses=10.23 |
| throughput/total_tokens=9,551,872 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:04:37.646 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=584/600, eta=7 minutes] |
| train/CrossEntropyLoss=0.0424 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.8771 |
| train/patch_acc=0.8125 |
| train/subpatch_loss=0.1662 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.8377 |
| train/location_acc=0.8125 |
| train/token_losses=11.03 |
| throughput/total_tokens=9,568,256 |
| throughput/device/tokens_per_second=667.5 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:05:02.191 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=585/600, eta=7 minutes] |
| train/CrossEntropyLoss=0.0029 |
| train/ZLoss=0.0002 |
| train/Accuracy=1.0000 |
| train/patch_loss=0.9436 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0308 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6829 |
| train/location_acc=0.6875 |
| train/token_losses=10.40 |
| throughput/total_tokens=9,584,640 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:05:26.730 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=586/600, eta=6 minutes] |
| train/CrossEntropyLoss=0.0900 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9787 |
| train/patch_loss=1.047 |
| train/patch_acc=0.6875 |
| train/subpatch_loss=0.0768 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8193 |
| train/location_acc=0.6875 |
| train/token_losses=11.96 |
| throughput/total_tokens=9,601,024 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:05:51.237 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=587/600, eta=6 minutes] |
| train/CrossEntropyLoss=0.0292 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.6220 |
| train/patch_acc=0.7500 |
| train/subpatch_loss=0.0600 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5098 |
| train/location_acc=0.8750 |
| train/token_losses=7.255 |
| throughput/total_tokens=9,617,408 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:06:15.769 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=588/600, eta=5 minutes] |
| train/CrossEntropyLoss=0.0447 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.5397 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0422 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6746 |
| train/location_acc=0.8125 |
| train/token_losses=7.185 |
| throughput/total_tokens=9,633,792 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 16:06:40.303 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=589/600, eta=5 minutes] |
| train/CrossEntropyLoss=0.0112 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.6568 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0598 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9357 |
| train/location_acc=0.7500 |
| train/token_losses=9.236 |
| throughput/total_tokens=9,650,176 |
| throughput/device/tokens_per_second=667.7 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 16:07:04.870 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=590/600, eta=5 minutes] |
| train/CrossEntropyLoss=0.0628 |
| train/ZLoss=0.0005 |
| train/Accuracy=0.9787 |
| train/patch_loss=0.8171 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0551 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9442 |
| train/location_acc=0.6250 |
| train/token_losses=10.53 |
| throughput/total_tokens=9,666,560 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 16:07:29.408 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=591/600, eta=4 minutes] |
| train/CrossEntropyLoss=0.0064 |
| train/ZLoss=0.0001 |
| train/Accuracy=1.0000 |
| train/patch_loss=0.7360 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0522 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8306 |
| train/location_acc=0.6875 |
| train/token_losses=9.419 |
| throughput/total_tokens=9,682,944 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:07:53.936 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=592/600, eta=4 minutes] |
| train/CrossEntropyLoss=0.0175 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9970 |
| train/patch_loss=0.8587 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.1135 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9184 |
| train/location_acc=0.7500 |
| train/token_losses=11.00 |
| throughput/total_tokens=9,699,328 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:08:18.455 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=593/600, eta=3 minutes] |
| train/CrossEntropyLoss=0.0527 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9787 |
| train/patch_loss=0.9136 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.1482 |
| train/subpatch_acc=0.9375 |
| train/location_loss=0.7207 |
| train/location_acc=0.7500 |
| train/token_losses=10.78 |
| throughput/total_tokens=9,715,712 |
| throughput/device/tokens_per_second=667.6 |
| throughput/device/batches_per_second=0.0407 |
| 2026-07-27 16:08:42.982 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=594/600, eta=3 minutes] |
| train/CrossEntropyLoss=0.0495 |
| train/ZLoss=0.0006 |
| train/Accuracy=0.9848 |
| train/patch_loss=0.5771 |
| train/patch_acc=0.8750 |
| train/subpatch_loss=0.0726 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9124 |
| train/location_acc=0.7500 |
| train/token_losses=8.557 |
| throughput/total_tokens=9,732,096 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 16:09:07.520 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=595/600, eta=3 minutes] |
| train/CrossEntropyLoss=0.0206 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.5541 |
| train/patch_acc=0.9062 |
| train/subpatch_loss=0.0654 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.5786 |
| train/location_acc=0.8125 |
| train/token_losses=7.009 |
| throughput/total_tokens=9,748,480 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 16:09:32.068 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=596/600, eta=2 minutes] |
| train/CrossEntropyLoss=0.0385 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9878 |
| train/patch_loss=0.7315 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0235 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6193 |
| train/location_acc=0.9375 |
| train/token_losses=8.424 |
| throughput/total_tokens=9,764,864 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 16:09:56.621 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=597/600, eta=2 minutes] |
| train/CrossEntropyLoss=0.0530 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9909 |
| train/patch_loss=0.6641 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0924 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.6889 |
| train/location_acc=0.7500 |
| train/token_losses=8.438 |
| throughput/total_tokens=9,781,248 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 16:10:21.153 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=598/600, eta=1 minute] |
| train/CrossEntropyLoss=0.2034 |
| train/ZLoss=0.0007 |
| train/Accuracy=0.9482 |
| train/patch_loss=0.6522 |
| train/patch_acc=0.7812 |
| train/subpatch_loss=0.0989 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.9145 |
| train/location_acc=0.8125 |
| train/token_losses=9.271 |
| throughput/total_tokens=9,797,632 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 16:10:45.690 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=599/600, eta=1 minute] |
| train/CrossEntropyLoss=0.0442 |
| train/ZLoss=0.0002 |
| train/Accuracy=0.9817 |
| train/patch_loss=0.5183 |
| train/patch_acc=0.8438 |
| train/subpatch_loss=0.0702 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.4058 |
| train/location_acc=1.0000 |
| train/token_losses=6.050 |
| throughput/total_tokens=9,814,016 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| 2026-07-27 16:11:10.206 2012bc4f83ae:0 olmo.train.trainer:1050 INFO [step=600/600, eta=1 minute] |
| train/CrossEntropyLoss=0.0098 |
| train/ZLoss=0.0001 |
| train/Accuracy=0.9939 |
| train/patch_loss=0.9509 |
| train/patch_acc=0.7188 |
| train/subpatch_loss=0.0828 |
| train/subpatch_acc=1.0000 |
| train/location_loss=0.8065 |
| train/location_acc=0.7500 |
| train/token_losses=11.16 |
| throughput/total_tokens=9,830,400 |
| throughput/device/tokens_per_second=667.8 |
| throughput/device/batches_per_second=0.0408 |
| System/Peak GPU Memory (MB)=41,776 |
| 2026-07-27 16:11:10.209 2012bc4f83ae:0 olmo.train.trainer:1415 INFO Saving checkpoint... |
| 2026-07-27 16:11:11.445 2012bc4f83ae:0 olmo.train.trainer:1420 INFO Checkpoint saved to /runpod-volume/firewarning-pointing/checkpoints/molmopoint-strong-curated-ground-v1/step600 |
| 2026-07-27 16:11:13.064 2012bc4f83ae:0 olmo.train.trainer:1516 INFO Saving final checkpoint... |
| 2026-07-27 16:11:13.796 2012bc4f83ae:0 olmo.train.trainer:1519 INFO Checkpoint saved to /runpod-volume/firewarning-pointing/checkpoints/molmopoint-strong-curated-ground-v1/step600 |
| 2026-07-27 16:11:13.797 2012bc4f83ae:0 train:412 INFO Training complete |
| [rank0]:[W727 16:11:14.561122367 ProcessGroupNCCL.cpp:1538] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator()) |
|
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