 
/leonardo/prod/spack/03/ccsdeploy/hosts/cineca.it/BA/setup-var.sh: riga 61: $(tty): redirezione ambigua
Node IP: 10.6.1.54
master_addr is only used for static rdzv_backend and when rdzv_endpoint is not specified.
WARNING:torch.distributed.run:
*****************************************
Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
*****************************************
INFO:torch.distributed.launcher.api:Starting elastic_operator with launch configs:
  entrypoint       : finetune_chat_llama_13B.py
  min_nodes        : 3
  max_nodes        : 3
  nproc_per_node   : 4
  run_id           : 29353
  rdzv_backend     : c10d
  rdzv_endpoint    : 10.6.1.54:29500
  rdzv_configs     : {'timeout': 900}
  max_restarts     : 0
  monitor_interval : 5
  log_dir          : None
  metrics_cfg      : {}

INFO:torch.distributed.elastic.agent.server.local_elastic_agent:log directory set to: /tmp/torchelastic_szpr_trh/29353_fzy75qgg
INFO:torch.distributed.elastic.agent.server.api:[default] starting workers for entrypoint: python3
INFO:torch.distributed.elastic.agent.server.api:[default] Rendezvous'ing worker group
master_addr is only used for static rdzv_backend and when rdzv_endpoint is not specified.
WARNING:torch.distributed.run:
*****************************************
Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
*****************************************
INFO:torch.distributed.launcher.api:Starting elastic_operator with launch configs:
  entrypoint       : finetune_chat_llama_13B.py
  min_nodes        : 3
  max_nodes        : 3
  nproc_per_node   : 4
  run_id           : 29353
  rdzv_backend     : c10d
  rdzv_endpoint    : 10.6.1.54:29500
  rdzv_configs     : {'timeout': 900}
  max_restarts     : 0
  monitor_interval : 5
  log_dir          : None
  metrics_cfg      : {}

INFO:torch.distributed.elastic.agent.server.local_elastic_agent:log directory set to: /tmp/torchelastic_9wl7vyc5/29353_wgoojszx
INFO:torch.distributed.elastic.agent.server.api:[default] starting workers for entrypoint: python3
INFO:torch.distributed.elastic.agent.server.api:[default] Rendezvous'ing worker group
master_addr is only used for static rdzv_backend and when rdzv_endpoint is not specified.
WARNING:torch.distributed.run:
*****************************************
Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
*****************************************
INFO:torch.distributed.launcher.api:Starting elastic_operator with launch configs:
  entrypoint       : finetune_chat_llama_13B.py
  min_nodes        : 3
  max_nodes        : 3
  nproc_per_node   : 4
  run_id           : 29353
  rdzv_backend     : c10d
  rdzv_endpoint    : 10.6.1.54:29500
  rdzv_configs     : {'timeout': 900}
  max_restarts     : 0
  monitor_interval : 5
  log_dir          : None
  metrics_cfg      : {}

INFO:torch.distributed.elastic.agent.server.local_elastic_agent:log directory set to: /tmp/torchelastic_wpk04vb4/29353_qulo0whx
INFO:torch.distributed.elastic.agent.server.api:[default] starting workers for entrypoint: python3
INFO:torch.distributed.elastic.agent.server.api:[default] Rendezvous'ing worker group
INFO:torch.distributed.elastic.agent.server.api:[default] Rendezvous complete for workers. Result:
  restart_count=0
  master_addr=lrdn2110-net6-3.leonardo.local
  master_port=37919
  group_rank=0
  group_world_size=3
  local_ranks=[0, 1, 2, 3]
  role_ranks=[0, 1, 2, 3]
  global_ranks=[0, 1, 2, 3]
  role_world_sizes=[12, 12, 12, 12]
  global_world_sizes=[12, 12, 12, 12]

INFO:torch.distributed.elastic.agent.server.api:[default] Starting worker group
INFO:torch.distributed.elastic.agent.server.local_elastic_agent:Starting a FileTimerServer with /tmp/watchdog_timer_f92edb7d-4d3d-442d-aad6-058dd23fc6be ...
INFO:torch.distributed.elastic.agent.server.api:[default] Rendezvous complete for workers. Result:
  restart_count=0
  master_addr=lrdn2110-net6-3.leonardo.local
  master_port=37919
  group_rank=1
  group_world_size=3
  local_ranks=[0, 1, 2, 3]
  role_ranks=[4, 5, 6, 7]
  global_ranks=[4, 5, 6, 7]
  role_world_sizes=[12, 12, 12, 12]
  global_world_sizes=[12, 12, 12, 12]

INFO:torch.distributed.elastic.agent.server.api:[default] Starting worker group
INFO:torch.distributed.elastic.agent.server.api:[default] Rendezvous complete for workers. Result:
  restart_count=0
  master_addr=lrdn2110-net6-3.leonardo.local
  master_port=37919
  group_rank=2
  group_world_size=3
  local_ranks=[0, 1, 2, 3]
  role_ranks=[8, 9, 10, 11]
  global_ranks=[8, 9, 10, 11]
  role_world_sizes=[12, 12, 12, 12]
  global_world_sizes=[12, 12, 12, 12]

INFO:torch.distributed.elastic.agent.server.api:[default] Starting worker group
INFO:torch.distributed.elastic.agent.server.local_elastic_agent:Starting a FileTimerServer with /tmp/watchdog_timer_63960e88-d48a-42f3-ba13-7de9376a3825 ...
INFO:torch.distributed.elastic.agent.server.local_elastic_agent:FileTimerServer started
INFO:torch.distributed.elastic.multiprocessing:Setting worker0 reply file to: /tmp/torchelastic_szpr_trh/29353_fzy75qgg/attempt_0/0/error.json
INFO:torch.distributed.elastic.multiprocessing:Setting worker1 reply file to: /tmp/torchelastic_szpr_trh/29353_fzy75qgg/attempt_0/1/error.json
INFO:torch.distributed.elastic.multiprocessing:Setting worker2 reply file to: /tmp/torchelastic_szpr_trh/29353_fzy75qgg/attempt_0/2/error.json
INFO:torch.distributed.elastic.multiprocessing:Setting worker3 reply file to: /tmp/torchelastic_szpr_trh/29353_fzy75qgg/attempt_0/3/error.json
INFO:torch.distributed.elastic.agent.server.local_elastic_agent:Starting a FileTimerServer with /tmp/watchdog_timer_b96ab573-7472-4b9b-bb4a-dd5e32bb7a2d ...
INFO:torch.distributed.elastic.agent.server.local_elastic_agent:FileTimerServer started
INFO:torch.distributed.elastic.multiprocessing:Setting worker0 reply file to: /tmp/torchelastic_9wl7vyc5/29353_wgoojszx/attempt_0/0/error.json
INFO:torch.distributed.elastic.multiprocessing:Setting worker1 reply file to: /tmp/torchelastic_9wl7vyc5/29353_wgoojszx/attempt_0/1/error.json
INFO:torch.distributed.elastic.multiprocessing:Setting worker2 reply file to: /tmp/torchelastic_9wl7vyc5/29353_wgoojszx/attempt_0/2/error.json
INFO:torch.distributed.elastic.multiprocessing:Setting worker3 reply file to: /tmp/torchelastic_9wl7vyc5/29353_wgoojszx/attempt_0/3/error.json
INFO:torch.distributed.elastic.agent.server.local_elastic_agent:FileTimerServer started
INFO:torch.distributed.elastic.multiprocessing:Setting worker0 reply file to: /tmp/torchelastic_wpk04vb4/29353_qulo0whx/attempt_0/0/error.json
INFO:torch.distributed.elastic.multiprocessing:Setting worker1 reply file to: /tmp/torchelastic_wpk04vb4/29353_qulo0whx/attempt_0/1/error.json
INFO:torch.distributed.elastic.multiprocessing:Setting worker2 reply file to: /tmp/torchelastic_wpk04vb4/29353_qulo0whx/attempt_0/2/error.json
INFO:torch.distributed.elastic.multiprocessing:Setting worker3 reply file to: /tmp/torchelastic_wpk04vb4/29353_qulo0whx/attempt_0/3/error.json
INFO
WARN
Clearing GPU cache for all ranks
--> Running with torch dist debug set to detail
Using device: cuda

################{'': 'cuda:0'}################
INFO
WARN
Using device: Using device: Using device: Clearing GPU cache for all ranks
Using device: cuda

################{'': 'cuda:1'}################
cuda

################{'': 'cuda:2'}################
cuda

################{'': 'cuda:3'}################
cuda

################{'': 'cuda:0'}################
INFO
WARN
INFO
WARN
INFO
WARN
INFO
WARN
Clearing GPU cache for all ranks
Using device: cuda

################{'': 'cuda:0'}################
Using device: cuda

################{'': 'cuda:1'}################
INFO
WARN
Using device: cuda

################{'': 'cuda:2'}################
Using device: cuda

################{'': 'cuda:3'}################
Using device: cuda

################{'': 'cuda:1'}################
Using device: cuda

################{'': 'cuda:2'}################
Using device: cuda

################{'': 'cuda:3'}################
INFO
WARN
INFO
WARN
INFO
WARN
INFO
WARN
INFO
WARN
loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

Detected PIL version 10.1.0
Detected PIL version 10.1.0
Detected PIL version 10.1.0
Detected PIL version 10.1.0
Detected PIL version 10.1.0
Detected PIL version 10.1.0
Detected PIL version 10.1.0
Detected PIL version 10.1.0
Detected PIL version 10.1.0
Detected PIL version 10.1.0
Detected PIL version 10.1.0
Detected PIL version 10.1.0
Overriding torch_dtype=None with `torch_dtype=torch.float16` due to requirements of `bitsandbytes` to enable model loading in 8-bit or 4-bit. Pass your own torch_dtype to specify the dtype of the remaining non-linear layers or pass torch_dtype=torch.float16 to remove this warning.
Overriding torch_dtype=None with `torch_dtype=torch.float16` due to requirements of `bitsandbytes` to enable model loading in 8-bit or 4-bit. Pass your own torch_dtype to specify the dtype of the remaining non-linear layers or pass torch_dtype=torch.float16 to remove this warning.
Overriding torch_dtype=None with `torch_dtype=torch.float16` due to requirements of `bitsandbytes` to enable model loading in 8-bit or 4-bit. Pass your own torch_dtype to specify the dtype of the remaining non-linear layers or pass torch_dtype=torch.float16 to remove this warning.
Overriding torch_dtype=None with `torch_dtype=torch.float16` due to requirements of `bitsandbytes` to enable model loading in 8-bit or 4-bit. Pass your own torch_dtype to specify the dtype of the remaining non-linear layers or pass torch_dtype=torch.float16 to remove this warning.
Overriding torch_dtype=None with `torch_dtype=torch.float16` due to requirements of `bitsandbytes` to enable model loading in 8-bit or 4-bit. Pass your own torch_dtype to specify the dtype of the remaining non-linear layers or pass torch_dtype=torch.float16 to remove this warning.
Overriding torch_dtype=None with `torch_dtype=torch.float16` due to requirements of `bitsandbytes` to enable model loading in 8-bit or 4-bit. Pass your own torch_dtype to specify the dtype of the remaining non-linear layers or pass torch_dtype=torch.float16 to remove this warning.
Overriding torch_dtype=None with `torch_dtype=torch.float16` due to requirements of `bitsandbytes` to enable model loading in 8-bit or 4-bit. Pass your own torch_dtype to specify the dtype of the remaining non-linear layers or pass torch_dtype=torch.float16 to remove this warning.
Overriding torch_dtype=None with `torch_dtype=torch.float16` due to requirements of `bitsandbytes` to enable model loading in 8-bit or 4-bit. Pass your own torch_dtype to specify the dtype of the remaining non-linear layers or pass torch_dtype=torch.float16 to remove this warning.
loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
Overriding torch_dtype=None with `torch_dtype=torch.float16` due to requirements of `bitsandbytes` to enable model loading in 8-bit or 4-bit. Pass your own torch_dtype to specify the dtype of the remaining non-linear layers or pass torch_dtype=torch.float16 to remove this warning.
Overriding torch_dtype=None with `torch_dtype=torch.float16` due to requirements of `bitsandbytes` to enable model loading in 8-bit or 4-bit. Pass your own torch_dtype to specify the dtype of the remaining non-linear layers or pass torch_dtype=torch.float16 to remove this warning.
Overriding torch_dtype=None with `torch_dtype=torch.float16` due to requirements of `bitsandbytes` to enable model loading in 8-bit or 4-bit. Pass your own torch_dtype to specify the dtype of the remaining non-linear layers or pass torch_dtype=torch.float16 to remove this warning.
Overriding torch_dtype=None with `torch_dtype=torch.float16` due to requirements of `bitsandbytes` to enable model loading in 8-bit or 4-bit. Pass your own torch_dtype to specify the dtype of the remaining non-linear layers or pass torch_dtype=torch.float16 to remove this warning.
loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
Instantiating LlamaForCausalLM model under default dtype torch.float16.
Instantiating LlamaForCausalLM model under default dtype torch.float16.
Instantiating LlamaForCausalLM model under default dtype torch.float16.
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}

Instantiating LlamaForCausalLM model under default dtype torch.float16.
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}

Instantiating LlamaForCausalLM model under default dtype torch.float16.
Instantiating LlamaForCausalLM model under default dtype torch.float16.
Instantiating LlamaForCausalLM model under default dtype torch.float16.
Instantiating LlamaForCausalLM model under default dtype torch.float16.
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}

Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}

Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}

Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}

Instantiating LlamaForCausalLM model under default dtype torch.float16.
Instantiating LlamaForCausalLM model under default dtype torch.float16.
Instantiating LlamaForCausalLM model under default dtype torch.float16.
Instantiating LlamaForCausalLM model under default dtype torch.float16.
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}

Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}

Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}

Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}

Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}

Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}

Detected 8-bit loading: activating 8-bit loading for this model
Detected 8-bit loading: activating 8-bit loading for this model
Detected 8-bit loading: activating 8-bit loading for this model
Detected 8-bit loading: activating 8-bit loading for this model
Detected 8-bit loading: activating 8-bit loading for this model
Detected 8-bit loading: activating 8-bit loading for this model
Detected 8-bit loading: activating 8-bit loading for this model
Detected 8-bit loading: activating 8-bit loading for this model
Detected 8-bit loading: activating 8-bit loading for this model
Detected 8-bit loading: activating 8-bit loading for this model
Detected 8-bit loading: activating 8-bit loading for this model
Detected 8-bit loading: activating 8-bit loading for this model

Loading checkpoint shards:   0%|          | 0/3 [00:00<?, ?it/s]
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Loading checkpoint shards:  33%|███▎      | 1/3 [00:26<00:52, 26.19s/it]
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Loading checkpoint shards:  33%|███▎      | 1/3 [00:26<00:52, 26.44s/it]
Loading checkpoint shards:  67%|██████▋   | 2/3 [00:49<00:24, 24.37s/it]
Loading checkpoint shards:  67%|██████▋   | 2/3 [00:49<00:24, 24.50s/it]
Loading checkpoint shards:  67%|██████▋   | 2/3 [00:49<00:24, 24.51s/it]
Loading checkpoint shards:  67%|██████▋   | 2/3 [00:49<00:24, 24.57s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [01:01<00:00, 18.85s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [01:01<00:00, 20.57s/it]
All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.

Loading checkpoint shards: 100%|██████████| 3/3 [01:01<00:00, 18.91s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [01:01<00:00, 20.62s/it]
All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.

Loading checkpoint shards: 100%|██████████| 3/3 [01:01<00:00, 18.96s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [01:01<00:00, 20.62s/it]
All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.
loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}


Loading checkpoint shards: 100%|██████████| 3/3 [01:01<00:00, 18.97s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [01:01<00:00, 20.64s/it]
All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.
loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}

loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
Assigning <pad> to the pad_token key of the tokenizer
Assigning <pad> to the pad_token key of the tokenizer
Assigning <pad> to the pad_token key of the tokenizer
Assigning <pad> to the pad_token key of the tokenizer

Loading checkpoint shards:   0%|          | 0/3 [00:00<?, ?it/s]
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Loading checkpoint shards:  33%|███▎      | 1/3 [00:33<01:06, 33.44s/it]
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Loading checkpoint shards:  33%|███▎      | 1/3 [00:33<01:07, 33.71s/it]
Loading checkpoint shards:  67%|██████▋   | 2/3 [01:03<00:31, 31.66s/it]
Loading checkpoint shards:  67%|██████▋   | 2/3 [01:04<00:31, 31.80s/it]
Loading checkpoint shards:  67%|██████▋   | 2/3 [01:04<00:31, 31.85s/it]
Loading checkpoint shards:  67%|██████▋   | 2/3 [01:04<00:31, 31.81s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [01:20<00:00, 24.94s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [01:20<00:00, 26.97s/it]
All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.
loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}


Loading checkpoint shards: 100%|██████████| 3/3 [01:21<00:00, 24.97s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [01:21<00:00, 27.00s/it]
All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.

Loading checkpoint shards: 100%|██████████| 3/3 [01:21<00:00, 24.99s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [01:21<00:00, 27.02s/it]
All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.

Loading checkpoint shards: 100%|██████████| 3/3 [01:21<00:00, 25.04s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [01:21<00:00, 27.03s/it]
All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.
loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}

loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
Assigning <pad> to the pad_token key of the tokenizer
Assigning <pad> to the pad_token key of the tokenizer
Assigning <pad> to the pad_token key of the tokenizer
Assigning <pad> to the pad_token key of the tokenizer
Dataset({
    features: ['id', 'data'],
    num_rows: 512837
})
Dataset({
    features: ['id', 'data'],
    num_rows: 512837
})
Dataset({
    features: ['id', 'data'],
    num_rows: 512837
})
Dataset({
    features: ['text'],
    num_rows: 512837
})
NVIDIA PG506-242 cuda:3 Allocated: 7.4 GB
Dataset({
    features: ['text'],
    num_rows: 512837
})
NVIDIA PG506-243 cuda:1 Allocated: 7.4 GB
PyTorch: setting up devices
PyTorch: setting up devices
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/peft/utils/other.py:102: FutureWarning: prepare_model_for_int8_training is deprecated and will be removed in a future version. Use prepare_model_for_kbit_training instead.
  warnings.warn(
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/peft/utils/other.py:102: FutureWarning: prepare_model_for_int8_training is deprecated and will be removed in a future version. Use prepare_model_for_kbit_training instead.
  warnings.warn(
Dataset({
    features: ['text'],
    num_rows: 512837
})
NVIDIA PG506-242 cuda:2 Allocated: 7.4 GB
PyTorch: setting up devices
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/peft/utils/other.py:102: FutureWarning: prepare_model_for_int8_training is deprecated and will be removed in a future version. Use prepare_model_for_kbit_training instead.
  warnings.warn(
Dataset({
    features: ['id', 'data'],
    num_rows: 512837
})
Dataset({
    features: ['text'],
    num_rows: 512837
})
NVIDIA PG506-243 cuda:0 Allocated: 7.4 GB
PyTorch: setting up devices
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/peft/utils/other.py:102: FutureWarning: prepare_model_for_int8_training is deprecated and will be removed in a future version. Use prepare_model_for_kbit_training instead.
  warnings.warn(
Dataset({
    features: ['id', 'data'],
    num_rows: 512837
})
Dataset({
    features: ['text'],
    num_rows: 512837
})
NVIDIA PG506-242 cuda:3 Allocated: 7.4 GB
PyTorch: setting up devices
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/peft/utils/other.py:102: FutureWarning: prepare_model_for_int8_training is deprecated and will be removed in a future version. Use prepare_model_for_kbit_training instead.
  warnings.warn(
Dataset({
    features: ['id', 'data'],
    num_rows: 512837
})
Dataset({
    features: ['text'],
    num_rows: 512837
})
NVIDIA PG506-243 cuda:0 Allocated: 7.4 GB
PyTorch: setting up devices
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/peft/utils/other.py:102: FutureWarning: prepare_model_for_int8_training is deprecated and will be removed in a future version. Use prepare_model_for_kbit_training instead.
  warnings.warn(
Dataset({
    features: ['id', 'data'],
    num_rows: 512837
})
Dataset({
    features: ['text'],
    num_rows: 512837
})
NVIDIA PG506-243 cuda:1 Allocated: 7.4 GB
PyTorch: setting up devices
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/peft/utils/other.py:102: FutureWarning: prepare_model_for_int8_training is deprecated and will be removed in a future version. Use prepare_model_for_kbit_training instead.
  warnings.warn(
Dataset({
    features: ['id', 'data'],
    num_rows: 512837
})
Dataset({
    features: ['text'],
    num_rows: 512837
})
NVIDIA PG506-242 cuda:2 Allocated: 7.4 GB
PyTorch: setting up devices
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/peft/utils/other.py:102: FutureWarning: prepare_model_for_int8_training is deprecated and will be removed in a future version. Use prepare_model_for_kbit_training instead.
  warnings.warn(
NVIDIA PG506-242 cuda:3 Allocated: 8.2 GB
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/trl/trainer/sft_trainer.py:227: UserWarning: You passed `packing=True` to the SFTTrainer, and you are training your model with `max_steps` strategy. The dataset will be iterated until the `max_steps` are reached.
  warnings.warn(
NVIDIA PG506-242 cuda:3 Allocated: 8.2 GB
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/trl/trainer/sft_trainer.py:227: UserWarning: You passed `packing=True` to the SFTTrainer, and you are training your model with `max_steps` strategy. The dataset will be iterated until the `max_steps` are reached.
  warnings.warn(
NVIDIA PG506-243 cuda:1 Allocated: 8.2 GB
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/trl/trainer/sft_trainer.py:227: UserWarning: You passed `packing=True` to the SFTTrainer, and you are training your model with `max_steps` strategy. The dataset will be iterated until the `max_steps` are reached.
  warnings.warn(
NVIDIA PG506-242 cuda:2 Allocated: 8.2 GB
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/trl/trainer/sft_trainer.py:227: UserWarning: You passed `packing=True` to the SFTTrainer, and you are training your model with `max_steps` strategy. The dataset will be iterated until the `max_steps` are reached.
  warnings.warn(
You have loaded a model on multiple GPUs. `is_model_parallel` attribute will be force-set to `True` to avoid any unexpected behavior such as device placement mismatching.
The model is loaded in 8-bit precision. To train this model you need to add additional modules inside the model such as adapters using `peft` library and freeze the model weights. Please check  the examples in https://github.com/huggingface/peft for more details.
max_steps is given, it will override any value given in num_train_epochs
NVIDIA PG506-243 cuda:0 Allocated: 8.2 GB
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/trl/trainer/sft_trainer.py:227: UserWarning: You passed `packing=True` to the SFTTrainer, and you are training your model with `max_steps` strategy. The dataset will be iterated until the `max_steps` are reached.
  warnings.warn(
Currently training with a batch size of: 8
NCCL version 2.14.3+cuda11.7
You have loaded a model on multiple GPUs. `is_model_parallel` attribute will be force-set to `True` to avoid any unexpected behavior such as device placement mismatching.
The model is loaded in 8-bit precision. To train this model you need to add additional modules inside the model such as adapters using `peft` library and freeze the model weights. Please check  the examples in https://github.com/huggingface/peft for more details.
max_steps is given, it will override any value given in num_train_epochs
NVIDIA PG506-243 cuda:0 Allocated: 8.2 GB
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/trl/trainer/sft_trainer.py:227: UserWarning: You passed `packing=True` to the SFTTrainer, and you are training your model with `max_steps` strategy. The dataset will be iterated until the `max_steps` are reached.
  warnings.warn(
Currently training with a batch size of: 8
NVIDIA PG506-243 cuda:1 Allocated: 8.2 GB
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/trl/trainer/sft_trainer.py:227: UserWarning: You passed `packing=True` to the SFTTrainer, and you are training your model with `max_steps` strategy. The dataset will be iterated until the `max_steps` are reached.
  warnings.warn(
NVIDIA PG506-242 cuda:2 Allocated: 8.2 GB
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/trl/trainer/sft_trainer.py:227: UserWarning: You passed `packing=True` to the SFTTrainer, and you are training your model with `max_steps` strategy. The dataset will be iterated until the `max_steps` are reached.
  warnings.warn(

Loading checkpoint shards:   0%|          | 0/3 [00:00<?, ?it/s]
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Loading checkpoint shards:  33%|███▎      | 1/3 [01:06<02:12, 66.21s/it]
Loading checkpoint shards:  33%|███▎      | 1/3 [01:06<02:12, 66.39s/it]
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Loading checkpoint shards:  33%|███▎      | 1/3 [01:06<02:12, 66.41s/it]
Loading checkpoint shards:  67%|██████▋   | 2/3 [02:15<01:07, 67.96s/it]
Loading checkpoint shards:  67%|██████▋   | 2/3 [02:15<01:08, 68.14s/it]
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Loading checkpoint shards: 100%|██████████| 3/3 [03:13<00:00, 63.37s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [03:13<00:00, 64.48s/it]
All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.
loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}


Loading checkpoint shards: 100%|██████████| 3/3 [03:13<00:00, 63.46s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [03:13<00:00, 64.52s/it]
All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.

Loading checkpoint shards: 100%|██████████| 3/3 [03:13<00:00, 63.47s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [03:13<00:00, 64.54s/it]
All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.

Loading checkpoint shards: 100%|██████████| 3/3 [03:13<00:00, 63.45s/it]
Loading checkpoint shards: 100%|██████████| 3/3 [03:13<00:00, 64.54s/it]
All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.
loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}

loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
Assigning <pad> to the pad_token key of the tokenizer
Assigning <pad> to the pad_token key of the tokenizer
Assigning <pad> to the pad_token key of the tokenizer
Assigning <pad> to the pad_token key of the tokenizer
Dataset({
    features: ['id', 'data'],
    num_rows: 512837
})
Dataset({
    features: ['id', 'data'],
    num_rows: 512837
})
Dataset({
    features: ['text'],
    num_rows: 512837
})
NVIDIA PG506-242 cuda:2 Allocated: 7.4 GB
PyTorch: setting up devices
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/peft/utils/other.py:102: FutureWarning: prepare_model_for_int8_training is deprecated and will be removed in a future version. Use prepare_model_for_kbit_training instead.
  warnings.warn(
Dataset({
    features: ['text'],
    num_rows: 512837
})
NVIDIA PG506-243 cuda:0 Allocated: 7.4 GB
PyTorch: setting up devices
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/peft/utils/other.py:102: FutureWarning: prepare_model_for_int8_training is deprecated and will be removed in a future version. Use prepare_model_for_kbit_training instead.
  warnings.warn(
Dataset({
    features: ['id', 'data'],
    num_rows: 512837
})
Dataset({
    features: ['text'],
    num_rows: 512837
})
NVIDIA PG506-243 cuda:1 Allocated: 7.4 GB
PyTorch: setting up devices
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/peft/utils/other.py:102: FutureWarning: prepare_model_for_int8_training is deprecated and will be removed in a future version. Use prepare_model_for_kbit_training instead.
  warnings.warn(
Dataset({
    features: ['id', 'data'],
    num_rows: 512837
})
Dataset({
    features: ['text'],
    num_rows: 512837
})
NVIDIA PG506-242 cuda:3 Allocated: 7.4 GB
PyTorch: setting up devices
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/peft/utils/other.py:102: FutureWarning: prepare_model_for_int8_training is deprecated and will be removed in a future version. Use prepare_model_for_kbit_training instead.
  warnings.warn(
You have loaded a model on multiple GPUs. `is_model_parallel` attribute will be force-set to `True` to avoid any unexpected behavior such as device placement mismatching.
The model is loaded in 8-bit precision. To train this model you need to add additional modules inside the model such as adapters using `peft` library and freeze the model weights. Please check  the examples in https://github.com/huggingface/peft for more details.
max_steps is given, it will override any value given in num_train_epochs
NVIDIA PG506-243 cuda:0 Allocated: 8.2 GB
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/trl/trainer/sft_trainer.py:227: UserWarning: You passed `packing=True` to the SFTTrainer, and you are training your model with `max_steps` strategy. The dataset will be iterated until the `max_steps` are reached.
  warnings.warn(
NVIDIA PG506-242 cuda:2 Allocated: 8.2 GB
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/trl/trainer/sft_trainer.py:227: UserWarning: You passed `packing=True` to the SFTTrainer, and you are training your model with `max_steps` strategy. The dataset will be iterated until the `max_steps` are reached.
  warnings.warn(
Currently training with a batch size of: 8
NVIDIA PG506-243 cuda:1 Allocated: 8.2 GB
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/trl/trainer/sft_trainer.py:227: UserWarning: You passed `packing=True` to the SFTTrainer, and you are training your model with `max_steps` strategy. The dataset will be iterated until the `max_steps` are reached.
  warnings.warn(
NVIDIA PG506-242 cuda:3 Allocated: 8.2 GB
/leonardo/home/userexternal/mpoligna/.local/lib/python3.10/site-packages/trl/trainer/sft_trainer.py:227: UserWarning: You passed `packing=True` to the SFTTrainer, and you are training your model with `max_steps` strategy. The dataset will be iterated until the `max_steps` are reached.
  warnings.warn(
***** Running training *****
  Num examples = 512,837
  Num Epochs = 3
  Instantaneous batch size per device = 8
  Total train batch size (w. parallel, distributed & accumulation) = 96
  Gradient Accumulation steps = 1
  Total optimization steps = 15,000
  Number of trainable parameters = 52,428,800
***** Running training *****
  Num examples = 512,837
  Num Epochs = 3
  Instantaneous batch size per device = 8
  Total train batch size (w. parallel, distributed & accumulation) = 96
  Gradient Accumulation steps = 1
  Total optimization steps = 15,000
  Number of trainable parameters = 52,428,800
***** Running training *****
  Num examples = 512,837
  Num Epochs = 3
  Instantaneous batch size per device = 8
  Total train batch size (w. parallel, distributed & accumulation) = 96
  Gradient Accumulation steps = 1
  Total optimization steps = 15,000
  Number of trainable parameters = 52,428,800

  0%|          | 0/15000 [00:00<?, ?it/s]You're using a LlamaTokenizerFast tokenizer. Please note that with a fast tokenizer, using the `__call__` method is faster than using a method to encode the text followed by a call to the `pad` method to get a padded encoding.

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  1%|    
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  1%|  t]
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  1%|          | 95/15000 [26:28<65:14:03, 15.76s      | 76/15000 [21:06<61:50:40, 14.92s/it]
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  1%|          | 94/15000 [26:14<67:16:28, 16.25s/it]
  1%|  {'loss': 1.3994, 'learning_rate': 4.4444444444444447e-05, 'epoch': 0.02}
{'loss': 1.3994, 'learning_rate': 4.4444444444444447e-05, 'epoch': 0.02}
{'loss': 1.3994, 'learning_rate': 4.4444444444444447e-05, 'epoch': 0.02}
        | 95/15000 [26:28<65:22:29, 15.79s/it]
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  1%|          | 100/15000 [27:42<61:23:17, 14.83s/it]
                                                      

  1%|          | 100/15000 [27:42<61:23:17, 14.83s/it]
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  1%|          | 111/15000 [30:44<61:06:47, 1        | 95/15000 [26:28<65:13:45, 15.75s/it]
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  1%|          | 100/15000 [27:41<61:19:15, 14.82s/it]
                                                      

  1%|          | 100/15000 [27:42<61:19:15, 14.82s/it]
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  1%|          | 100/15000 [27:41<61:18:02, 14.81s/it]
                                                      

  1%|          | 100/15000 [27:42<61:18:02, 14.81s/it]
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  1%|          | 118/15000 [32:49<65:11:20, 15.77s/it]
  1%|          | 119/15000 [33:03<63:38:16, 15.40s/it]
  1%|          | 120/15000 [33:18<62:43:36, 15.18s/it]
  1%|          | 121/15000 [33:32<61:57:04, 14.99s/it]
  1%|          | 122/15000 [33:47<61:38:35, 14.92s/it]
  1%|          | 123/15000 [34:02<61:16:58, 14.83s/it]
  1%|          | 124/15000 [34:38<88:26:16, 21.40s/it]
  1%|          | 125/15000 [34:53<80:07:22, 19.39s/it]
  1%|          | 126/15000 [35:08<74:05:06, 17.93s/it]
  1%|          | 127/15000 [35:22<70:03:04, 16.96s/it]
  1%|          | 128/15000 [35:37<67:13:13, 16.27s/it]
  1%|          | 129/15000 [35:52<65:13:44, 15.79s/it]
  1%|          | 130/1509<61:05:34, 14.77s/it]
  1%|          | 113/15000 [31:35<88:16:04, 21.35s/it]
  1%|          | 114/15000 [31:50<79:52:25, 19.32s/it]
  1%|          | 115/15000 [32:05<74:00:03, 17.90s/it]
  1%|          | 116/15000 [32:19<69:57:37, 16.92s/it]
  1%|          | 117/15000 [32:34<67:08:31, 16.24s/it]
  1%|          | 118/15000 [32:48<65:04:52, 15.74s/it]
  1%|          | 119/15000 [33:03<63:41:02, 15.41s/it]
  1%|          | 120/15000 [33:18<62:40:29, 15.16s/it]
  1%|          | 121/15000 [33:32<62:04:43, 15.02s/it]
  1%|          | 122/15000 [33:47<61:40:22, 14.92s/it]
  1%|          | 123/15000 [34:02<61:23:11, 14.85s/it]
  1%|          | 124/15000 [34:39<88:29:19, 21.41s/it]
  1%|          | 125/15000 [34:53<79:59:56, 19.36s/it]
  1%|          | 126/15000 [35:08<74:04:32, 17.93s/it]
  1%|          | 127/15000 [35:22<70:08:28, 16.98s/it]
  1%|          | 128/15000 [35:37<67:11:25, 16.26s/it]
  1%|          | 129/15000 [35:52<65:13:42, 15.79s/it]
  1%|          | 130/15000 [36:06<63:44:39, 15.43s/it]
  1%|      00 [36:06<63:41:14, 15.42s/it]
  1%|          | 131/15000 [36:21<62:50:01, 15.21s/it]
  1%|          | 132/15000 [36:36<62:12:19, 15.06s/it]
  1%|          | 133/15000 [36:50<61:40:01, 14.93s/it]
  1%|          | 134/15000 [37:05<61:09:02, 14.81s/it]
  1%|          | 135/15000 [37:19<60:52:23, 14.74s/it]
  1%|          | 136/15000 [37:56<87:34:28, 21.21s/it]
  1%|          | 137/15000 [38:10<79:23:06, 19.23s/it]
  1%|          | 138/15000 [38:25<73:37:58, 17.84s/it]
  1%|          | 139/15000 [38:40<69:39:02, 16.87s/it]
  1%|          | 140/15000 [38:54<66:57:10, 16.22s/it]
  1%|          | 141/15000 [39:09<64:58:31, 15.74s/it]
  1%|          | 142/15000 [39:24<63:46:47, 15.45s/it]
  1%|          | 143/15000 [39:38<62:44:38, 15.20s/it]
  1%|          | 144/15000 [39:53<62:04:14, 15.04s/it]
  1%|          | 145/15000 [40:08<61:39:14, 14.94s/it]
  1%|          | 146/15000 [40:22<61:09:39, 14.82s/it]
  1%|          | 147/15000 [40:59<88:36:52, 21.48s/it]
  1%|          | 148/15000 [41:14<80:11:51, 19.44s/it]
  100 [36:06<63:41:31, 15.42s/it]
  1%|          | 131/15000 [36:21<62:56:32, 15.24s/it]
  1%|          | 132/15000 [36:36<62:02:05, 15.02s/it]
  1%|          | 133/15000 [36:50<61:33:40, 14.91s/it]
  1%|          | 134/15000 [37:05<61:13:29, 14.83s/it]
  1%|          | 135/15000 [37:20<60:55:11, 14.75s/it]
  1%|          | 136/15000 [37:56<87:37:04, 21.22s/it]
  1%|          | 137/15000 [38:10<79:21:57, 19.22s/it]
  1%|          | 138/15000 [38:25<73:44:49, 17.86s/it]
  1%|          | 139/15000 [38:40<69:37:33, 16.87s/it]
  1%|          | 140/15000 [38:54<67:05:23, 16.25s/it]
  1%|          | 141/15000 [39:09<65:00:21, 15.75s/it]
  1%|          | 142/15000 [39:24<63:42:18, 15.44s/it]
  1%|          | 143/15000 [39:38<62:40:15, 15.19s/it]
  1%|          | 144/15000 [39:53<62:05:14, 15.05s/it]
  1%|          | 145/15000 [40:08<61:33:42, 14.92s/it]
  1%|          | 146/15000 [40:22<61:12:34, 14.83s/it]
  1%|          | 147/15000 [40:59<88:30:25, 21.45s/it]
  1%|          | 148/15000 [41:14<80:14:33, 19.45s/it]
  1    | 131/15000 [36:21<62:50:16, 15.21s/it]
  1%|          | 132/15000 [36:36<62:06:48, 15.04s/it]
  1%|          | 133/15000 [36:50<61:29:27, 14.89s/it]
  1%|          | 134/15000 [37:05<61:07:07, 14.80s/it]
  1%|          | 135/15000 [37:19<60:53:39, 14.75s/it]
  1%|          | 136/15000 [37:56<87:38:58, 21.23s/it]
  1%|          | 137/15000 [38:10<79:24:41, 19.23s/it]
  1%|          | 138/15000 [38:25<73:39:15, 17.84s/it]
  1%|          | 139/15000 [38:40<69:44:46, 16.90s/it]
  1%|          | 140/15000 [38:54<66:56:32, 16.22s/it]
  1%|          | 141/15000 [39:09<65:02:55, 15.76s/it]
  1%|          | 142/15000 [39:24<63:40:13, 15.43s/it]
  1%|          | 143/15000 [39:38<62:48:24, 15.22s/it]
  1%|          | 144/15000 [39:53<62:03:56, 15.04s/it]
  1%|          | 145/15000 [40:08<61:38:36, 14.94s/it]
  1%|          | 146/15000 [40:22<61:11:00, 14.83s/it]
  1%|          | 147/15000 [40:59<88:41:44, 21.50s/it]
  1%|          | 148/15000 [41:14<80:05:05, 19.41s/it]
  1%|          | 149/15000 [41:29<74:17:50, 1%|          | 149/15000 [41:29<74:17:33, 18.01s/it]
  1%|          | 150/15000 [41:43<70:11:05, 17.01s/it]
  1%|          | 151/15000 [41:58<67:09:49, 16.28s/it]
  1%|          | 152/15000 [42:13<65:12:30, 15.81s/it]
  1%|          | 153/15000 [42:27<63:40:36, 15.44s/it]
  1%|          | 154/15000 [42:42<62:40:30, 15.20s/it]
  1%|          | 155/15000 [42:56<62:02:29, 15.05s/it]
  1%|          | 156/15000 [43:11<61:36:58, 14.94s/it]
  1%|          | 157/15000 [43:26<61:09:35, 14.83s/it]
  1%|          | 158/15000 [44:02<88:00:14, 21.35s/it]
  1%|          | 159/15000 [44:17<79:45:57, 19.35s/it]
  1%|          | 160/15000 [44:32<73:49:58, 17.91s/it]
  1%|          | 161/15000 [44:46<69:52:47, 16.95s/it]
  1%|          | 162/15000 [45:01<67:07:07, 16.28s/it]
  1%|          | 163/15000 [45:16<65:03:45, 15.79s/it]
  1%|          | 164/15000 [45:30<63:41:52, 15.46s/it]
  1%|          | 165/15000 [45:45<62:39:14, 15.20s/it]
  1%|          | 166/15000 [46:00<62:01:50, 15.05s/it]
  1%|          | 167/15000 [46:14<61:%|          | 149/15000 [41:29<74:11:30, 17.98s/it]
  1%|          | 150/15000 [41:43<70:18:14, 17.04s/it]
  1%|          | 151/15000 [41:58<67:20:21, 16.33s/it]
  1%|          | 152/15000 [42:13<65:09:00, 15.80s/it]
  1%|          | 153/15000 [42:27<63:38:37, 15.43s/it]
  1%|          | 154/15000 [42:42<62:40:25, 15.20s/it]
  1%|          | 155/15000 [42:56<61:59:38, 15.03s/it]
  1%|          | 156/15000 [43:11<61:36:20, 14.94s/it]
  1%|          | 157/15000 [43:26<61:05:18, 14.82s/it]
  1%|          | 158/15000 [44:02<88:01:47, 21.35s/it]
  1%|          | 159/15000 [44:17<79:51:30, 19.37s/it]
  1%|          | 160/15000 [44:32<73:59:19, 17.95s/it]
  1%|          | 161/15000 [44:46<69:52:56, 16.95s/it]
  1%|          | 162/15000 [45:01<67:00:42, 16.26s/it]
  1%|          | 163/15000 [45:16<64:58:41, 15.77s/it]
  1%|          | 164/15000 [45:30<63:36:34, 15.44s/it]
  1%|          | 165/15000 [45:45<62:36:56, 15.19s/it]
  1%|          | 166/15000 [46:00<61:56:30, 15.03s/it]
  1%|          | 167/15000 [46:14<61:8.01s/it]
  1%|          | 150/15000 [41:43<70:08:15, 17.00s/it]
  1%|          | 151/15000 [41:58<67:02:50, 16.26s/it]
  1%|          | 152/15000 [42:12<65:10:16, 15.80s/it]
  1%|          | 153/15000 [42:27<63:40:17, 15.44s/it]
  1%|          | 154/15000 [42:42<62:39:32, 15.19s/it]
  1%|          | 155/15000 [42:56<62:04:14, 15.05s/it]
  1%|          | 156/15000 [43:11<61:32:46, 14.93s/it]
  1%|          | 157/15000 [43:26<61:11:22, 14.84s/it]
  1%|          | 158/15000 [44:02<88:07:18, 21.37s/it]
  1%|          | 159/15000 [44:17<79:44:43, 19.34s/it]
  1%|          | 160/15000 [44:31<73:48:24, 17.90s/it]
  1%|          | 161/15000 [44:46<69:59:37, 16.98s/it]
  1%|          | 162/15000 [45:01<67:05:02, 16.28s/it]
  1%|          | 163/15000 [45:15<64:55:12, 15.75s/it]
  1%|          | 164/15000 [45:30<63:37:40, 15.44s/it]
  1%|          | 165/15000 [45:45<62:43:13, 15.22s/it]
  1%|          | 166/15000 [45:59<61:58:52, 15.04s/it]
  1%|          | 167/15000 [46:14<61:27:47, 14.92s/it]
  1%|          | 168/15023:34, 14.90s/it]
  1%|          | 168/15000 [46:29<60:55:52, 14.79s/it]
  1%|          | 169/15000 [46:43<60:51:00, 14.77s/it]
  1%|          | 170/15000 [47:20<88:15:06, 21.42s/it]
  1%|          | 171/15000 [47:35<79:51:02, 19.39s/it]
  1%|          | 172/15000 [47:50<74:02:12, 17.97s/it]
  1%|          | 173/15000 [48:04<69:54:28, 16.97s/it]
  1%|          | 174/15000 [48:19<67:02:27, 16.28s/it]
  1%|          | 175/15000 [48:34<64:56:59, 15.77s/it]
  1%|          | 176/15000 [48:48<63:43:57, 15.48s/it]
  1%|          | 177/15000 [49:03<62:43:26, 15.23s/it]
  1%|          | 178/15000 [49:18<62:05:19, 15.08s/it]
  1%|          | 179/15000 [49:33<61:48:46, 15.01s/it]
  1%|          | 180/15000 [49:47<61:16:42, 14.89s/it]
  1%|          | 181/15000 [50:24<88:19:52, 21.46s/it]
  1%|          | 182/15000 [50:39<79:56:31, 19.42s/it]
  1%|          | 183/15000 [50:53<74:09:11, 18.02s/it]
  1%|          | 184/15000 [51:08<70:02:27, 17.02s/it]
  1%|          | 185/15000 [51:23<67:19:10, 16.36s/it]
  1%|          |26:55, 14.91s/it]
  1%|          | 168/15000 [46:29<61:02:24, 14.82s/it]
  1%|          | 169/15000 [46:43<60:57:16, 14.80s/it]
  1%|          | 170/15000 [47:20<88:04:47, 21.38s/it]
  1%|          | 171/15000 [47:35<79:50:23, 19.38s/it]
  1%|          | 172/15000 [47:50<73:58:50, 17.96s/it]
  1%|          | 173/15000 [48:04<69:55:14, 16.98s/it]
  1%|          | 174/15000 [48:19<67:04:55, 16.29s/it]
  1%|          | 175/15000 [48:34<64:56:27, 15.77s/it]
  1%|          | 176/15000 [48:48<63:39:14, 15.46s/it]
  1%|          | 177/15000 [49:03<62:38:49, 15.21s/it]
  1%|          | 178/15000 [49:18<62:06:49, 15.09s/it]
  1%|          | 179/15000 [49:32<61:42:11, 14.99s/it]
  1%|          | 180/15000 [49:47<61:16:52, 14.89s/it]
  1%|          | 181/15000 [50:24<88:20:00, 21.46s/it]
  1%|          | 182/15000 [50:39<80:09:35, 19.47s/it]
  1%|          | 183/15000 [50:53<74:08:11, 18.01s/it]
  1%|          | 184/15000 [51:08<70:05:18, 17.03s/it]
  1%|          | 185/15000 [51:23<67:17:40, 16.35s/it]
  1%|          |00 [46:29<61:08:05, 14.84s/it]
  1%|          | 169/15000 [46:43<60:54:03, 14.78s/it]
  1%|          | 170/15000 [47:20<88:06:14, 21.39s/it]
  1%|          | 171/15000 [47:35<79:47:59, 19.37s/it]
  1%|          | 172/15000 [47:50<74:02:47, 17.98s/it]
  1%|          | 173/15000 [48:04<69:51:30, 16.96s/it]
  1%|          | 174/15000 [48:19<66:57:56, 16.26s/it]
  1%|          | 175/15000 [48:34<65:01:30, 15.79s/it]
  1%|          | 176/15000 [48:48<63:43:59, 15.48s/it]
  1%|          | 177/15000 [49:03<62:45:03, 15.24s/it]
  1%|          | 178/15000 [49:18<62:08:59, 15.10s/it]
  1%|          | 179/15000 [49:32<61:41:56, 14.99s/it]
  1%|          | 180/15000 [49:47<61:14:41, 14.88s/it]
  1%|          | 181/15000 [50:24<88:19:57, 21.46s/it]
  1%|          | 182/15000 [50:39<80:00:14, 19.44s/it]
  1%|          | 183/15000 [50:53<74:09:13, 18.02s/it]
  1%|          | 184/15000 [51:08<70:09:36, 17.05s/it]
  1%|          | 185/15000 [51:23<67:17:23, 16.35s/it]
  1%|          | 186/15000 [51:38<65:17:59, 15.87s/it]
  1{'loss': 1.0676, 'learning_rate': 8.888888888888889e-05, 'epoch': 0.04}
{'loss': 1.0676, 'learning_rate': 8.888888888888889e-05, 'epoch': 0.04}
{'loss': 1.0676, 'learning_rate': 8.888888888888889e-05, 'epoch': 0.04}
 186/15000 [51:38<65:16:56, 15.86s/it]
  1%|          | 187/15000 [51:52<63:43:30, 15.49s/it]
  1%|▏         | 188/15000 [52:07<62:44:45, 15.25s/it]
  1%|▏         | 189/15000 [52:22<62:04:53, 15.09s/it]
  1%|▏         | 190/15000 [52:36<61:36:13, 14.97s/it]
  1%|▏         | 191/15000 [52:51<61:16:04, 14.89s/it]
  1%|▏         | 192/15000 [53:28<88:15:06, 21.46s/it]
  1%|▏         | 193/15000 [53:43<80:07:00, 19.48s/it]
  1%|▏         | 194/15000 [53:57<74:17:42, 18.06s/it]
  1%|▏         | 195/15000 [54:12<70:08:00, 17.05s/it]
  1%|▏         | 196/15000 [54:27<67:14:21, 16.35s/it]
  1%|▏         | 197/15000 [54:42<65:15:13, 15.87s/it]
  1%|▏         | 198/15000 [54:56<63:51:06, 15.53s/it]
  1%|▏         | 199/15000 [55:11<62:49:00, 15.28s/it]
  1%|▏         | 200/15000 [55:26<62:10:31, 15.12s/it]
                                                      

  1%|▏         | 200/15000 [55:26<62:10:31, 15.12s/it]
  1%|▏         | 201/15000 [55:41<61:49:22, 15.04s/it]
  1%|▏         |  186/15000 [51:38<65:18:10, 15.87s/it]
  1%|          | 187/15000 [51:52<63:49:33, 15.51s/it]
  1%|▏         | 188/15000 [52:07<62:48:06, 15.26s/it]
  1%|▏         | 189/15000 [52:22<61:55:41, 15.05s/it]
  1%|▏         | 190/15000 [52:36<61:37:45, 14.98s/it]
  1%|▏         | 191/15000 [52:51<61:15:08, 14.89s/it]
  1%|▏         | 192/15000 [53:28<88:18:57, 21.47s/it]
  1%|▏         | 193/15000 [53:43<80:06:30, 19.48s/it]
  1%|▏         | 194/15000 [53:57<74:10:39, 18.04s/it]
  1%|▏         | 195/15000 [54:12<70:06:45, 17.05s/it]
  1%|▏         | 196/15000 [54:27<67:17:06, 16.36s/it]
  1%|▏         | 197/15000 [54:42<65:19:09, 15.89s/it]
  1%|▏         | 198/15000 [54:56<63:50:52, 15.53s/it]
  1%|▏         | 199/15000 [55:11<62:45:03, 15.26s/it]
  1%|▏         | 200/15000 [55:26<62:10:37, 15.12s/it]
                                                      

  1%|▏         | 200/15000 [55:26<62:10:37, 15.12s/it]
  1%|▏         | 201/15000 [55:41<61:51:14, 15.05s/it]
  1%|▏         | %|          | 187/15000 [51:52<63:47:21, 15.50s/it]
  1%|▏         | 188/15000 [52:07<62:41:07, 15.24s/it]
  1%|▏         | 189/15000 [52:22<62:02:19, 15.08s/it]
  1%|▏         | 190/15000 [52:36<61:33:43, 14.96s/it]
  1%|▏         | 191/15000 [52:51<61:11:52, 14.88s/it]
  1%|▏         | 192/15000 [53:28<88:19:16, 21.47s/it]
  1%|▏         | 193/15000 [53:43<80:07:41, 19.48s/it]
  1%|▏         | 194/15000 [53:57<74:15:29, 18.06s/it]
  1%|▏         | 195/15000 [54:12<70:07:20, 17.05s/it]
  1%|▏         | 196/15000 [54:27<67:17:41, 16.36s/it]
  1%|▏         | 197/15000 [54:41<65:13:44, 15.86s/it]
  1%|▏         | 198/15000 [54:56<63:50:16, 15.53s/it]
  1%|▏         | 199/15000 [55:11<62:49:55, 15.28s/it]
  1%|▏         | 200/15000 [55:26<62:07:44, 15.11s/it]
                                                      

  1%|▏         | 200/15000 [55:26<62:07:44, 15.11s/it]
  1%|▏         | 201/15000 [55:41<61:54:42, 15.06s/it]
  1%|▏         | 202/15000 [55:55<61:26:01, 14.95s/it]
  1%202/15000 [55:55<61:26:17, 14.95s/it]
  1%|▏         | 203/15000 [56:10<61:07:09, 14.87s/it]
  1%|▏         | 204/15000 [56:47<88:20:12, 21.49s/it]
  1%|▏         | 205/15000 [57:02<79:57:11, 19.45s/it]
  1%|▏         | 206/15000 [57:16<74:00:05, 18.01s/it]
  1%|▏         | 207/15000 [57:31<69:59:28, 17.03s/it]
  1%|▏         | 208/15000 [57:46<66:57:25, 16.30s/it]
  1%|▏         | 209/15000 [58:00<64:56:40, 15.81s/it]
  1%|▏         | 210/15000 [58:15<63:33:58, 15.47s/it]
  1%|▏         | 211/15000 [58:30<62:28:08, 15.21s/it]
  1%|▏         | 212/15000 [58:44<61:46:23, 15.04s/it]
  1%|▏         | 213/15000 [58:59<61:12:09, 14.90s/it]
  1%|▏         | 214/15000 [59:14<61:02:06, 14.86s/it]
  1%|▏         | 215/15000 [59:51<89:02:51, 21.68s/it]
  1%|▏         | 216/15000 [1:00:06<80:35:25, 19.62s/it]
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  1%|▏         | 219/15000 [1:00:50<67:10:20, 16.36s/it]
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  1%|▏         | 219/15000 [1:00:50<67:10:00, 16.36s/it]
  1%|▏         | 220/15000 [1:01:05<65:11:19, 15.        | 220/15000 [1:01:05<65:05:49, 15.86s/it]
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  1%|▏         | 224/15000 [1:02:03<61:11:39, 14.91s/it]
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  2%|▏         | 236/15000 [1:05:21<60:49:53, 14.83s/it]
  2%|▏         | 237/15000 [        | 220/15000 [1:01:05<65:09:08, 15.87s/it]
  1%|▏         | 221/15000 [1:01:19<63:34:54, 15.49s/it]
  1%|▏         | 222/15000 [1:01:34<62:28:40, 15.22s/it]
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  1%|▏         | 224/15000 [1:02:03<61:14:30, 14.92s/it]
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  2%|▏         | 237/15000 [88s/it]
  1%|▏         | 221/15000 [1:01:19<63:34:31, 15.49s/it]
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  1%|▏         | 224/15000 [1:02:03<61:20:43, 14.95s/it]
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  2%|▏         | 237/15000 [1:05:36<60:33:39, 14.77s/it]
  2%|▏     1:05:36<60:43:17, 14.81s/it]
  2%|▏         | 238/15000 [1:06:12<87:23:39, 21.31s/it]
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  2%|▏         | 238/15000 [1:06:12<87:21:18, 21.30s/it]
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  2%|▏         | 254/15000 [1:10:28<64:28:32, 15.    | 238/15000 [1:06:12<87:28:42, 21.33s/it]
  2%|▏         | 239/15000 [1:06:27<79:01:17, 19.27s/it]
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  2%|▏     75s/it]
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  2%|▏     :43<63:11:21, 15.43s/it]
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  2%|▏         | 288/15000 [1:19:53<64:36:39, 15.81s/it]
  2%|▏         | 289/15000 [1:20    | 272/15000 [1:15:36<87:45:43, 21.45s/it]
  2%|▏         | 273/15000 [1:15:51<79:27:39, 19.42s/it]
  2%|▏         | 274/15000 [1:16:06<73:41:43, 18.02s/it]
  2%|▏         | 275/15000 [1:16:20<69:35:34, 17.01s/it]
  2%|▏         | 276/15000 [1:16:35<66:37:24, 16.29s/it]
  2%|▏         | 277/15000 [1:16:50<64:32:28, 15.78s/it]
  2%|▏         | 278/15000 [1:17:04<63:10:59, 15.45s/it]
  2%|▏         | 279/15000 [1:17:19<62:00:39, 15.16s/it]
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  2%|▏         | 281/15000 [1:17:48<61:00:29, 14.92s/it]
  2%|▏         | 282/15000 [1:18:03<60:47:11, 14.87s/it]
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  2%|▏         | 289/15000 [1:20it]
  2%|▏         | 273/15000 [1:15:51<79:24:13, 19.41s/it]
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  2%|▏         | 279/15000 [1:17:19<62:04:54, 15.18s/it]
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  2%|▏         | 281/15000 [1:17:48<61:07:21, 14.95s/it]
  2%|▏         | 282/15000 [1:18:03<60:44:18, 14.86s/it]
  2%|▏         | 283/15000 [1:18:40<87:42:38, 21.46s/it]
  2%|▏         | 284/15000 [1:18:54<79:25:11, 19.43s/it]
  2%|▏         | 285/15000 [1:19:09<73:32:30, 17.99s/it]
  2%|▏         | 286/15000 [1:19:24<69:33:50, 17.02s/it]
  2%|▏         | 287/15000 [1:19:38<66:40:05, 16.31s/it]
  2%|▏         | 288/15000 [1:19:53<64:33:00, 15.80s/it]
  2%|▏         | 289/15000 [1:20:08<63:16:27, 15.48s/it]
  2%|▏         {'loss': 1.0221, 'learning_rate': 0.00013333333333333334, 'epoch': 0.06}
{'loss': 1.0221, 'learning_rate': 0.00013333333333333334, 'epoch': 0.06}
{'loss': 1.0221, 'learning_rate': 0.00013333333333333334, 'epoch': 0.06}
:08<63:08:04, 15.45s/it]
  2%|▏         | 290/15000 [1:20:23<62:19:52, 15.25s/it]
  2%|▏         | 291/15000 [1:20:37<61:29:50, 15.05s/it]
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  2%|▏         | 299/15000 [1:22:57<66:36:50, 16.31s/it]
  2%|▏         | 300/15000 [1:23:11<64:31:53, 15.80s/it]
                                                        

  2%|▏         | 300/15000 [1:23:12<64:31:53, 15.80s/it]
  2%|▏         | 301/15000 [1:23:26<63:31:08, 15.56s/it]
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  2%|▏         | 304/15000 [1:24:10<61:07:26, 14.97s/i:08<63:09:08, 15.45s/it]
  2%|▏         | 290/15000 [1:20:23<62:14:11, 15.23s/it]
  2%|▏         | 291/15000 [1:20:37<61:35:10, 15.07s/it]
  2%|▏         | 292/15000 [1:20:52<61:08:49, 14.97s/it]
  2%|▏         | 293/15000 [1:21:07<60:40:33, 14.85s/it]
  2%|▏         | 294/15000 [1:21:21<60:18:30, 14.76s/it]
  2%|▏         | 295/15000 [1:21:58<87:21:29, 21.39s/it]
  2%|▏         | 296/15000 [1:22:13<79:06:10, 19.37s/it]
  2%|▏         | 297/15000 [1:22:27<73:28:01, 17.99s/it]
  2%|▏         | 298/15000 [1:22:42<69:26:59, 17.01s/it]
  2%|▏         | 299/15000 [1:22:57<66:35:21, 16.31s/it]
  2%|▏         | 300/15000 [1:23:11<64:36:52, 15.82s/it]
                                                        

  2%|▏         | 300/15000 [1:23:12<64:36:52, 15.82s/it]
  2%|▏         | 301/15000 [1:23:26<63:31:47, 15.56s/it]
  2%|▏         | 302/15000 [1:23:41<62:27:08, 15.30s/it]
  2%|▏         | 303/15000 [1:23:56<61:43:11, 15.12s/it]
  2%|▏         | 304/15000 [1:24:10<61:07:42, 14.97s/i| 290/15000 [1:20:22<62:12:15, 15.22s/it]
  2%|▏         | 291/15000 [1:20:37<61:32:35, 15.06s/it]
  2%|▏         | 292/15000 [1:20:52<61:02:11, 14.94s/it]
  2%|▏         | 293/15000 [1:21:06<60:40:27, 14.85s/it]
  2%|▏         | 294/15000 [1:21:21<60:20:55, 14.77s/it]
  2%|▏         | 295/15000 [1:21:58<87:23:15, 21.39s/it]
  2%|▏         | 296/15000 [1:22:13<79:09:07, 19.38s/it]
  2%|▏         | 297/15000 [1:22:27<73:24:21, 17.97s/it]
  2%|▏         | 298/15000 [1:22:42<69:27:15, 17.01s/it]
  2%|▏         | 299/15000 [1:22:57<66:33:19, 16.30s/it]
  2%|▏         | 300/15000 [1:23:11<64:35:34, 15.82s/it]
                                                        

  2%|▏         | 300/15000 [1:23:12<64:35:34, 15.82s/it]
  2%|▏         | 301/15000 [1:23:26<63:28:03, 15.54s/it]
  2%|▏         | 302/15000 [1:23:41<62:26:22, 15.29s/it]
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  2%|▏         | 304/15000 [1:24:10<61:04:14, 14.96s/it]
  2%|▏         | 305/15000 [1:24:25<6t]
  2%|▏         | 305/15000 [1:24:25<60:47:39, 14.89s/it]
  2%|▏         | 306/15000 [1:25:02<87:23:31, 21.41s/it]
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  2%|▏         | 321/15000 [1:29:05<66:43:19, 16.36s/it]
  2%|▏         |t]
  2%|▏         | 305/15000 [1:24:25<60:41:59, 14.87s/it]
  2%|▏         | 306/15000 [1:25:02<87:23:57, 21.41s/it]
  2%|▏         | 307/15000 [1:25:17<79:20:06, 19.44s/it]
  2%|▏         | 308/15000 [1:25:31<73:27:26, 18.00s/it]
  2%|▏         | 309/15000 [1:25:46<69:19:24, 16.99s/it]
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  2%|▏         | 317/15000 [1:28:06<87:35:45, 21.48s/it]
  2%|▏         | 318/15000 [1:28:20<79:24:24, 19.47s/it]
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  2%|▏         | 321/15000 [1:29:05<66:43:56, 16.37s/it]
  2%|▏         |0:43:13, 14.88s/it]
  2%|▏         | 306/15000 [1:25:02<87:28:36, 21.43s/it]
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  2%|▏         | 316/15000 [1:27:29<60:50:28, 14.92s/it]
  2%|▏         | 317/15000 [1:28:06<87:43:01, 21.51s/it]
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  2%|▏         | 339/15000 [1:33:51<6 322/15000 [1:29:19<64:37:55, 15.85s/it]
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  2%|▏         | 336/15000 [1:33:07<62:13:20, 15.28s/it]
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  2%|▏         | 339/15000 [1:33:51<60:30:11, 14.86s/it]
  2%|▏         | 3400:31:29, 14.86s/it]
  2%|▏         | 340/15000 [1:34:28<86:51:57, 21.33s/it]
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 /15000 [1:34:27<86:46:51, 21.31s/it]
  2%|▏         | 341/15000 [1:34:42<78:35:08, 19.30s/it]
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  2%|▏         | 374 2%|▏         | 357/15000 [1:38:58<62:45:57, 15.43s/it]
  2%|▏         | 358/15000 [1:39:13<61:56:15, 15.23s/it]
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  2%|▏         | 360/15000 [1:39:42<60:43:12, 14.93s/it]
  2%|▏         | 361/15000 [1:39:57<60:10:21, 14.80s/it]
  2%|▏         | 362/15000 [1:40:11<59:55:36, 14.74s/it]
  2%|▏         | 363/15000 [1:40:48<86:30:40, 21.28s/it]
  2%|▏         | 364/15000 [1:41:02<78:23:53, 19.28s/it]
  2%|▏         | 365/15000 [1:41:17<72:42:40, 17.89s/it]
  2%|▏         | 366/15000 [1:41:32<68:45:26, 16.91s/it]
  2%|▏         | 367/15000 [1:41:46<66:08:36, 16.27s/it]
  2%|▏         | 368/15000 [1:42:01<64:07:11, 15.78s/it]
  2%|▏         | 369/15000 [1:42:16<62:46:43, 15.45s/it]
  2%|▏         | 370/15000 [1:42:30<61:41:44, 15.18s/it]
  2%|▏         | 371/15000 [1:42:45<60:59:29, 15.01s/it]
  2%|▏         | 372/15000 [1:42:59<60:27:31, 14.88s/it]
  2%|▏         | 373/15000 [1:43:14<60:22:24, 14.86s/it]
  2%|▏         | 374:33, 15.44s/it]
  2%|▏         | 358/15000 [1:39:13<61:48:02, 15.19s/it]
  2%|▏         | 359/15000 [1:39:27<61:08:57, 15.04s/it]
  2%|▏         | 360/15000 [1:39:42<60:37:29, 14.91s/it]
  2%|▏         | 361/15000 [1:39:57<60:11:13, 14.80s/it]
  2%|▏         | 362/15000 [1:40:11<60:00:36, 14.76s/it]
  2%|▏         | 363/15000 [1:40:48<86:30:11, 21.28s/it]
  2%|▏         | 364/15000 [1:41:02<78:23:00, 19.28s/it]
  2%|▏         | 365/15000 [1:41:17<72:46:37, 17.90s/it]
  2%|▏         | 366/15000 [1:41:32<68:50:51, 16.94s/it]
  2%|▏         | 367/15000 [1:41:46<66:04:23, 16.26s/it]
  2%|▏         | 368/15000 [1:42:01<64:02:56, 15.76s/it]
  2%|▏         | 369/15000 [1:42:16<62:41:04, 15.42s/it]
  2%|▏         | 370/15000 [1:42:30<61:46:20, 15.20s/it]
  2%|▏         | 371/15000 [1:42:45<60:58:32, 15.01s/it]
  2%|▏         | 372/15000 [1:43:00<60:39:06, 14.93s/it]
  2%|▏         | 373/15000 [1:43:14<60:18:18, 14.84s/it]
  2%|▏         | 374/15000 [1:43:51<86:47:11, 21.36s/it]
  2%|/15000 [1:43:51<86:40:24, 21.33s/it]
  2%|▎         | 375/15000 [1:44:05<78:37:46, 19.35s/it]
  3%|▎         | 376/15000 [1:44:20<72:54:48, 17.95s/it]
  3%|▎         | 377/15000 [1:44:35<68:54:19, 16.96s/it]
  3%|▎         | 378/15000 [1:44:49<66:02:00, 16.26s/it]
  3%|▎         | 379/15000 [1:45:04<64:03:08, 15.77s/it]
  3%|▎         | 380/15000 [1:45:19<62:44:33, 15.45s/it]
  3%|▎         | 381/15000 [1:45:33<61:43:06, 15.20s/it]
  3%|▎         | 382/15000 [1:45:48<60:55:33, 15.00s/it]
  3%|▎         | 383/15000 [1:46:02<60:24:36, 14.88s/it]
  3%|▎         | 384/15000 [1:46:17<60:15:57, 14.84s/it]
  3%|▎         | 385/15000 [1:46:32<59:57:14, 14.77s/it]
  3%|▎         | 386/15000 [1:47:08<86:12:30, 21.24s/it]
  3%|▎         | 387/15000 [1:47:23<77:58:22, 19.21s/it]
  3%|▎         | 388/15000 [1:47:37<72:30:52, 17.87s/it]
  3%|▎         | 389/15000 [1:47:52<68:33:31, 16.89s/it]
  3%|▎         | 390/15000 [1:48:07<65:48:58, 16.22s/it]
  3%|▎         | 391/15000 [1:48:21<63:58/15000 [1:43:51<86:49:32, 21.37s/it]
  2%|▎         | 375/15000 [1:44:05<78:30:47, 19.33s/it]
  3%|▎         | 376/15000 [1:44:20<72:53:44, 17.94s/it]
  3%|▎         | 377/15000 [1:44:35<69:01:29, 16.99s/it]
  3%|▎         | 378/15000 [1:44:49<66:03:14, 16.26s/it]
  3%|▎         | 379/15000 [1:45:04<64:07:06, 15.79s/it]
  3%|▎         | 380/15000 [1:45:19<62:41:43, 15.44s/it]
  3%|▎         | 381/15000 [1:45:33<61:37:52, 15.18s/it]
  3%|▎         | 382/15000 [1:45:48<61:00:28, 15.02s/it]
  3%|▎         | 383/15000 [1:46:03<60:28:41, 14.90s/it]
  3%|▎         | 384/15000 [1:46:17<60:11:41, 14.83s/it]
  3%|▎         | 385/15000 [1:46:32<59:59:15, 14.78s/it]
  3%|▎         | 386/15000 [1:47:08<86:00:33, 21.19s/it]
  3%|▎         | 387/15000 [1:47:23<78:00:01, 19.22s/it]
  3%|▎         | 388/15000 [1:47:37<72:28:32, 17.86s/it]
  3%|▎         | 389/15000 [1:47:52<68:37:42, 16.91s/it]
  3%|▎         | 390/15000 [1:48:07<65:52:20, 16.23s/it]
  3%|▎         | 391/15000 [1:48:21<63:58▎         | 375/15000 [1:44:05<78:29:17, 19.32s/it]
  3%|▎         | 376/15000 [1:44:20<73:00:50, 17.97s/it]
  3%|▎         | 377/15000 [1:44:35<68:57:32, 16.98s/it]
  3%|▎         | 378/15000 [1:44:49<65:58:18, 16.24s/it]
  3%|▎         | 379/15000 [1:45:04<64:08:07, 15.79s/it]
  3%|▎         | 380/15000 [1:45:19<62:37:34, 15.42s/it]
  3%|▎         | 381/15000 [1:45:33<61:38:40, 15.18s/it]
  3%|▎         | 382/15000 [1:45:48<60:59:50, 15.02s/it]
  3%|▎         | 383/15000 [1:46:03<60:32:51, 14.91s/it]
  3%|▎         | 384/15000 [1:46:17<60:10:33, 14.82s/it]
  3%|▎         | 385/15000 [1:46:32<59:58:05, 14.77s/it]
  3%|▎         | 386/15000 [1:47:08<86:04:19, 21.20s/it]
  3%|▎         | 387/15000 [1:47:23<78:02:54, 19.23s/it]
  3%|▎         | 388/15000 [1:47:37<72:25:20, 17.84s/it]
  3%|▎         | 389/15000 [1:47:52<68:32:06, 16.89s/it]
  3%|▎         | 390/15000 [1:48:07<65:55:44, 16.25s/it]
  3%|▎         | 391/15000 [1:48:21<64:01:44, 15.78s/it]
  3%|▎         | 392/150{'loss': 0.9925, 'learning_rate': 0.00017777777777777779, 'epoch': 0.07}
{'loss': 0.9925, 'learning_rate': 0.00017777777777777779, 'epoch': 0.07}
{'loss': 0.9925, 'learning_rate': 0.00017777777777777779, 'epoch': 0.07}
:11, 15.76s/it]
  3%|▎         | 392/15000 [1:48:36<62:40:52, 15.45s/it]
  3%|▎         | 393/15000 [1:48:51<61:46:02, 15.22s/it]
  3%|▎         | 394/15000 [1:49:05<61:03:29, 15.05s/it]
  3%|▎         | 395/15000 [1:49:20<60:29:44, 14.91s/it]
  3%|▎         | 396/15000 [1:49:35<60:04:03, 14.81s/it]
  3%|▎         | 397/15000 [1:50:12<87:03:51, 21.46s/it]
  3%|▎         | 398/15000 [1:50:26<78:37:30, 19.38s/it]
  3%|▎         | 399/15000 [1:50:41<73:03:14, 18.01s/it]
  3%|▎         | 400/15000 [1:50:56<68:58:06, 17.01s/it]
                                                        

  3%|▎         | 400/15000 [1:50:56<68:58:06, 17.01s/it]
  3%|▎         | 401/15000 [1:51:10<66:20:20, 16.36s/it]
  3%|▎         | 402/15000 [1:51:25<64:18:35, 15.86s/it]
  3%|▎         | 403/15000 [1:51:40<62:50:15, 15.50s/it]
  3%|▎         | 404/15000 [1:51:54<61:40:33, 15.21s/it]
  3%|▎         | 405/15000 [1:52:09<61:05:20, 15.07s/it]
  3%|▎         | 406/15000 [1:52:24<60:39:08, 14.96s/it]
  3%|:25, 15.76s/it]
  3%|▎         | 392/15000 [1:48:36<62:35:24, 15.42s/it]
  3%|▎         | 393/15000 [1:48:51<61:42:39, 15.21s/it]
  3%|▎         | 394/15000 [1:49:05<61:01:02, 15.04s/it]
  3%|▎         | 395/15000 [1:49:20<60:32:09, 14.92s/it]
  3%|▎         | 396/15000 [1:49:35<60:10:03, 14.83s/it]
  3%|▎         | 397/15000 [1:50:11<87:00:49, 21.45s/it]
  3%|▎         | 398/15000 [1:50:26<78:38:39, 19.39s/it]
  3%|▎         | 399/15000 [1:50:41<73:06:06, 18.02s/it]
  3%|▎         | 400/15000 [1:50:56<68:54:45, 16.99s/it]
                                                        

  3%|▎         | 400/15000 [1:50:56<68:54:45, 16.99s/it]
  3%|▎         | 401/15000 [1:51:11<66:29:09, 16.39s/it]
  3%|▎         | 402/15000 [1:51:25<64:12:45, 15.84s/it]
  3%|▎         | 403/15000 [1:51:40<62:45:47, 15.48s/it]
  3%|▎         | 404/15000 [1:51:54<61:52:05, 15.26s/it]
  3%|▎         | 405/15000 [1:52:09<61:03:01, 15.06s/it]
  3%|▎         | 406/15000 [1:52:24<60:43:16, 14.98s/it]
  3%|00 [1:48:36<62:38:48, 15.44s/it]
  3%|▎         | 393/15000 [1:48:51<61:44:48, 15.22s/it]
  3%|▎         | 394/15000 [1:49:05<60:56:09, 15.02s/it]
  3%|▎         | 395/15000 [1:49:20<60:24:25, 14.89s/it]
  3%|▎         | 396/15000 [1:49:34<60:06:07, 14.82s/it]
  3%|▎         | 397/15000 [1:50:11<87:04:46, 21.47s/it]
  3%|▎         | 398/15000 [1:50:26<78:49:08, 19.43s/it]
  3%|▎         | 399/15000 [1:50:41<72:59:05, 18.00s/it]
  3%|▎         | 400/15000 [1:50:56<69:02:40, 17.02s/it]
                                                        

  3%|▎         | 400/15000 [1:50:56<69:02:40, 17.02s/it]
  3%|▎         | 401/15000 [1:51:10<66:22:21, 16.37s/it]
  3%|▎         | 402/15000 [1:51:25<64:15:30, 15.85s/it]
  3%|▎         | 403/15000 [1:51:40<62:47:43, 15.49s/it]
  3%|▎         | 404/15000 [1:51:54<61:46:52, 15.24s/it]
  3%|▎         | 405/15000 [1:52:09<61:07:44, 15.08s/it]
  3%|▎         | 406/15000 [1:52:24<60:32:45, 14.94s/it]
  3%|▎         | 407/15000 [1:52:38<60:11:38,          | 407/15000 [1:52:38<60:09:38, 14.84s/it]
  3%|▎         | 408/15000 [1:53:15<86:56:20, 21.45s/it]
  3%|▎         | 409/15000 [1:53:30<78:39:58, 19.41s/it]
  3%|▎         | 410/15000 [1:53:44<72:50:22, 17.97s/it]
  3%|▎         | 411/15000 [1:53:59<68:57:45, 17.02s/it]
  3%|▎         | 412/15000 [1:54:14<65:57:21, 16.28s/it]
  3%|▎         | 413/15000 [1:54:28<63:56:53, 15.78s/it]
  3%|▎         | 414/15000 [1:54:43<62:26:58, 15.41s/it]
  3%|▎         | 415/15000 [1:54:58<61:26:45, 15.17s/it]
  3%|▎         | 416/15000 [1:55:12<60:51:15, 15.02s/it]
  3%|▎         | 417/15000 [1:55:27<60:24:23, 14.91s/it]
  3%|▎         | 418/15000 [1:55:42<60:03:01, 14.83s/it]
  3%|▎         | 419/15000 [1:55:56<59:53:18, 14.79s/it]
  3%|▎         | 420/15000 [1:56:33<86:40:14, 21.40s/it]
  3%|▎         | 421/15000 [1:56:48<78:35:30, 19.41s/it]
  3%|▎         | 422/15000 [1:57:02<72:40:33, 17.95s/it]
  3%|▎         | 423/15000 [1:57:17<68:44:22, 16.98s/it]
  3%|▎         | 424/1500         | 407/15000 [1:52:38<60:09:47, 14.84s/it]
  3%|▎         | 408/15000 [1:53:15<86:54:17, 21.44s/it]
  3%|▎         | 409/15000 [1:53:30<78:31:58, 19.38s/it]
  3%|▎         | 410/15000 [1:53:44<72:57:28, 18.00s/it]
  3%|▎         | 411/15000 [1:53:59<68:52:40, 17.00s/it]
  3%|▎         | 412/15000 [1:54:14<66:07:13, 16.32s/it]
  3%|▎         | 413/15000 [1:54:28<63:54:05, 15.77s/it]
  3%|▎         | 414/15000 [1:54:43<62:18:59, 15.38s/it]
  3%|▎         | 415/15000 [1:54:58<61:30:52, 15.18s/it]
  3%|▎         | 416/15000 [1:55:12<60:49:53, 15.02s/it]
  3%|▎         | 417/15000 [1:55:27<60:28:23, 14.93s/it]
  3%|▎         | 418/15000 [1:55:42<60:11:33, 14.86s/it]
  3%|▎         | 419/15000 [1:55:56<59:57:55, 14.81s/it]
  3%|▎         | 420/15000 [1:56:33<86:38:22, 21.39s/it]
  3%|▎         | 421/15000 [1:56:48<78:28:35, 19.38s/it]
  3%|▎         | 422/15000 [1:57:02<72:49:38, 17.98s/it]
  3%|▎         | 423/15000 [1:57:17<68:48:39, 16.99s/it]
  3%|▎         | 424/150014.85s/it]
  3%|▎         | 408/15000 [1:53:15<86:48:03, 21.41s/it]
  3%|▎         | 409/15000 [1:53:30<78:37:57, 19.40s/it]
  3%|▎         | 410/15000 [1:53:45<73:01:04, 18.02s/it]
  3%|▎         | 411/15000 [1:53:59<68:50:39, 16.99s/it]
  3%|▎         | 412/15000 [1:54:14<66:02:07, 16.30s/it]
  3%|▎         | 413/15000 [1:54:28<63:54:35, 15.77s/it]
  3%|▎         | 414/15000 [1:54:43<62:23:08, 15.40s/it]
  3%|▎         | 415/15000 [1:54:57<61:27:33, 15.17s/it]
  3%|▎         | 416/15000 [1:55:12<60:51:26, 15.02s/it]
  3%|▎         | 417/15000 [1:55:27<60:26:02, 14.92s/it]
  3%|▎         | 418/15000 [1:55:42<60:09:02, 14.85s/it]
  3%|▎         | 419/15000 [1:55:56<59:57:25, 14.80s/it]
  3%|▎         | 420/15000 [1:56:33<86:41:33, 21.41s/it]
  3%|▎         | 421/15000 [1:56:48<78:29:18, 19.38s/it]
  3%|▎         | 422/15000 [1:57:02<72:43:19, 17.96s/it]
  3%|▎         | 423/15000 [1:57:17<68:44:21, 16.98s/it]
  3%|▎         | 424/15000 [1:57:32<65:58:31, 16.29s/it]
  3%|▎  0 [1:57:32<65:59:54, 16.30s/it]
  3%|▎         | 425/15000 [1:57:47<64:06:54, 15.84s/it]
  3%|▎         | 426/15000 [1:58:01<62:39:33, 15.48s/it]
  3%|▎         | 427/15000 [1:58:16<61:36:04, 15.22s/it]
  3%|▎         | 428/15000 [1:58:31<61:08:11, 15.10s/it]
  3%|▎         | 429/15000 [1:58:45<60:30:42, 14.95s/it]
  3%|▎         | 430/15000 [1:59:00<60:02:27, 14.84s/it]
  3%|▎         | 431/15000 [1:59:37<86:59:42, 21.50s/it]
  3%|▎         | 432/15000 [1:59:52<78:44:29, 19.46s/it]
  3%|▎         | 433/15000 [2:00:06<72:59:23, 18.04s/it]
  3%|▎         | 434/15000 [2:00:21<69:04:36, 17.07s/it]
  3%|▎         | 435/15000 [2:00:36<66:09:37, 16.35s/it]
  3%|▎         | 436/15000 [2:00:51<64:12:05, 15.87s/it]
  3%|▎         | 437/15000 [2:01:05<62:56:57, 15.56s/it]
  3%|▎         | 438/15000 [2:01:20<61:48:34, 15.28s/it]
  3%|▎         | 439/15000 [2:01:35<61:12:11, 15.13s/it]
  3%|▎         | 440/15000 [2:01:49<60:32:22, 14.97s/it]
  3%|▎         | 441/15000 [2:02:04<60:18:16, 0 [1:57:32<65:58:54, 16.30s/it]
  3%|▎         | 425/15000 [1:57:47<64:03:49, 15.82s/it]
  3%|▎         | 426/15000 [1:58:01<62:44:50, 15.50s/it]
  3%|▎         | 427/15000 [1:58:16<61:35:25, 15.21s/it]
  3%|▎         | 428/15000 [1:58:31<61:02:42, 15.08s/it]
  3%|▎         | 429/15000 [1:58:45<60:23:26, 14.92s/it]
  3%|▎         | 430/15000 [1:59:00<60:08:17, 14.86s/it]
  3%|▎         | 431/15000 [1:59:37<87:02:23, 21.51s/it]
  3%|▎         | 432/15000 [1:59:51<78:39:40, 19.44s/it]
  3%|▎         | 433/15000 [2:00:06<72:57:29, 18.03s/it]
  3%|▎         | 434/15000 [2:00:21<69:02:30, 17.06s/it]
  3%|▎         | 435/15000 [2:00:36<66:07:10, 16.34s/it]
  3%|▎         | 436/15000 [2:00:51<64:16:39, 15.89s/it]
  3%|▎         | 437/15000 [2:01:05<62:49:25, 15.53s/it]
  3%|▎         | 438/15000 [2:01:20<61:45:50, 15.27s/it]
  3%|▎         | 439/15000 [2:01:35<61:15:34, 15.15s/it]
  3%|▎         | 440/15000 [2:01:49<60:37:03, 14.99s/it]
  3%|▎         | 441/15000 [2:02:04<60:19:51,        | 425/15000 [1:57:46<64:07:30, 15.84s/it]
  3%|▎         | 426/15000 [1:58:01<62:36:35, 15.47s/it]
  3%|▎         | 427/15000 [1:58:16<61:40:02, 15.23s/it]
  3%|▎         | 428/15000 [1:58:30<60:59:09, 15.07s/it]
  3%|▎         | 429/15000 [1:58:45<60:28:32, 14.94s/it]
  3%|▎         | 430/15000 [1:59:00<60:09:14, 14.86s/it]
  3%|▎         | 431/15000 [1:59:37<86:55:05, 21.48s/it]
  3%|▎         | 432/15000 [1:59:51<78:43:59, 19.46s/it]
  3%|▎         | 433/15000 [2:00:06<73:01:57, 18.05s/it]
  3%|▎         | 434/15000 [2:00:21<69:01:34, 17.06s/it]
  3%|▎         | 435/15000 [2:00:36<66:13:48, 16.37s/it]
  3%|▎         | 436/15000 [2:00:50<64:10:23, 15.86s/it]
  3%|▎         | 437/15000 [2:01:05<62:54:21, 15.55s/it]
  3%|▎         | 438/15000 [2:01:20<61:50:00, 15.29s/it]
  3%|▎         | 439/15000 [2:01:35<61:08:29, 15.12s/it]
  3%|▎         | 440/15000 [2:01:49<60:35:17, 14.98s/it]
  3%|▎         | 441/15000 [2:02:04<60:22:51, 14.93s/it]
  3%|▎         | 442/15000 [2:02:41<87:05:29, 21.54s/it]
  3%|▎         | 443/15000 [2:02:56<78:42:34, 19.47s/it]
  3%|▎         | 444/15000 [2:03:10<72:45:44, 18.00s/it]
  3%|▎         | 445/15000 [2:03:25<68:45:50, 17.01s/it]
  3%|▎         | 446/15000 [2:03:40<65:54:33, 16.30s/it]
  3%|▎         | 447/15000 [2:03:54<64:01:07, 15.84s/it]
  3%|▎         | 448/15000 [2:04:09<62:43:32, 15.52s/it]
  3%|▎         | 449/15000 [2:04:24<61:44:25, 15.27s/it]
  3%|▎         | 450/15000 [2:04:39<61:02:49, 15.10s/it]
  3%|▎         | 451/15000 [2:04:53<60:44:06, 15.03s/it]
  3%|▎         | 452/15000 [2:05:08<60:22:02, 14.94s/it]
  3%|▎         | 453/15000 [2:05:23<60:06:46, 14.88s/it]
  3%|▎         | 454/15000 [2:06:00<86:50:42, 21.49s/it]
  3%|▎         | 455/15000 [2:06:15<78:38:21, 19.46s/it]
  3%|▎         | 456/15000 [2:06:29<72:53:37, 18.04s/it]
  3%|▎         | 457/15000 [2:06:44<68:43:13, 17.01s/it]
  3%|▎         | 458/15000 [2:06:59<65:51:03, 16.30s/it]
  3%|▎         | 459/15000 [2:07:13<63:52:50, 15.814.92s/it]
  3%|▎         | 442/15000 [2:02:41<87:01:51, 21.52s/it]
  3%|▎         | 443/15000 [2:02:56<78:44:21, 19.47s/it]
  3%|▎         | 444/15000 [2:03:10<72:52:13, 18.02s/it]
  3%|▎         | 445/15000 [2:03:25<68:46:08, 17.01s/it]
  3%|▎         | 446/15000 [2:03:40<66:01:58, 16.33s/it]
  3%|▎         | 447/15000 [2:03:54<64:02:14, 15.84s/it]
  3%|▎         | 448/15000 [2:04:09<62:38:29, 15.50s/it]
  3%|▎         | 449/15000 [2:04:24<61:43:09, 15.27s/it]
  3%|▎         | 450/15000 [2:04:39<61:04:28, 15.11s/it]
  3%|▎         | 451/15000 [2:04:53<60:34:09, 14.99s/it]
  3%|▎         | 452/15000 [2:05:08<60:19:30, 14.93s/it]
  3%|▎         | 453/15000 [2:05:23<60:10:11, 14.89s/it]
  3%|▎         | 454/15000 [2:06:00<86:55:49, 21.51s/it]
  3%|▎         | 455/15000 [2:06:15<78:41:16, 19.48s/it]
  3%|▎         | 456/15000 [2:06:29<72:48:31, 18.02s/it]
  3%|▎         | 457/15000 [2:06:44<68:45:03, 17.02s/it]
  3%|▎         | 458/15000 [2:06:59<65:50:58, 16.30s/it]
  3%|▎  14.91s/it]
  3%|▎         | 442/15000 [2:02:41<86:59:55, 21.51s/it]
  3%|▎         | 443/15000 [2:02:56<78:43:24, 19.47s/it]
  3%|▎         | 444/15000 [2:03:10<72:49:34, 18.01s/it]
  3%|▎         | 445/15000 [2:03:25<68:46:51, 17.01s/it]
  3%|▎         | 446/15000 [2:03:40<66:04:26, 16.34s/it]
  3%|▎         | 447/15000 [2:03:54<63:59:25, 15.83s/it]
  3%|▎         | 448/15000 [2:04:09<62:34:44, 15.48s/it]
  3%|▎         | 449/15000 [2:04:24<61:43:45, 15.27s/it]
  3%|▎         | 450/15000 [2:04:39<61:05:18, 15.11s/it]
  3%|▎         | 451/15000 [2:04:53<60:36:50, 15.00s/it]
  3%|▎         | 452/15000 [2:05:08<60:26:42, 14.96s/it]
  3%|▎         | 453/15000 [2:05:23<60:25:51, 14.96s/it]
  3%|▎         | 454/15000 [2:06:00<86:38:45, 21.44s/it]
  3%|▎         | 455/15000 [2:06:15<78:41:42, 19.48s/it]
  3%|▎         | 456/15000 [2:06:29<72:47:01, 18.02s/it]
  3%|▎         | 457/15000 [2:06:44<68:46:40, 17.03s/it]
  3%|▎         | 458/15000 [2:06:59<65:56:15, 16.32s/it]
  3%|▎         | 459/15000 [2:07:13<63:54:27, 15.82s/it]
  3%|▎         | 460/15000 [2:07:28<62:25:38, 15.46s/it]
  3%|▎         | 461/15000 [2:07:43<61:29:27, 15.23s/it]
  3%|▎         | 462/15000 [2:07:57<60:38:23, 15.02s/it]
  3%|▎         | 463/15000 [2:08:12<60:17:00, 14.93s/it]
  3%|▎         | 464/15000 [2:08:26<59:54:50, 14.84s/it]
  3%|▎         | 465/15000 [2:09:03<86:42:01, 21.47s/it]
  3%|▎         | 466/15000 [2:09:18<78:49:13, 19.52s/it]
  3%|▎         | 467/15000 [2:09:33<73:13:17, 18.14s/it]
  3%|▎         | 468/15000 [2:09:48<69:06:30, 17.12s/it]
  3%|▎         | 469/15000 [2:10:03<66:06:01, 16.38s/it]
  3%|▎         | 470/15000 [2:10:17<64:06:23, 15.88s/it]
  3%|▎         | 471/15000 [2:10:32<62:35:05, 15.51s/it]
  3%|▎         | 472/15000 [2:10:47<61:43:03, 15.29s/it]
  3%|▎         | 473/15000 [2:11:01<60:56:07, 15.10s/it]
  3%|▎         | 474/15000 [2:11:16<60:24:36, 14.97s/it]
  3%|▎         | 475/15000 [2:11:31<60:14:05, 14.93s/it]
  3%|▎         | 476/15000 [2       | 459/15000 [2:07:13<63:52:30, 15.81s/it]
  3%|▎         | 460/15000 [2:07:28<62:18:39, 15.43s/it]
  3%|▎         | 461/15000 [2:07:43<61:30:12, 15.23s/it]
  3%|▎         | 462/15000 [2:07:57<60:43:42, 15.04s/it]
  3%|▎         | 463/15000 [2:08:12<60:13:30, 14.91s/it]
  3%|▎         | 464/15000 [2:08:26<59:56:17, 14.84s/it]
  3%|▎         | 465/15000 [2:09:03<86:38:19, 21.46s/it]
  3%|▎         | 466/15000 [2:09:19<78:59:07, 19.56s/it]
  3%|▎         | 467/15000 [2:09:33<73:07:50, 18.12s/it]
  3%|▎         | 468/15000 [2:09:48<69:04:25, 17.11s/it]
  3%|▎         | 469/15000 [2:10:03<66:12:20, 16.40s/it]
  3%|▎         | 470/15000 [2:10:17<64:06:04, 15.88s/it]
  3%|▎         | 471/15000 [2:10:32<62:38:55, 15.52s/it]
  3%|▎         | 472/15000 [2:10:47<61:39:44, 15.28s/it]
  3%|▎         | 473/15000 [2:11:02<60:57:22, 15.11s/it]
  3%|▎         | 474/15000 [2:11:16<60:25:43, 14.98s/it]
  3%|▎         | 475/15000 [2:11:31<60:05:31, 14.89s/it]
  3%|▎         | 476/15000 [22s/it]
  3%|▎         | 460/15000 [2:07:28<62:24:40, 15.45s/it]
  3%|▎         | 461/15000 [2:07:42<61:24:58, 15.21s/it]
  3%|▎         | 462/15000 [2:07:57<60:37:16, 15.01s/it]
  3%|▎         | 463/15000 [2:08:12<60:16:24, 14.93s/it]
  3%|▎         | 464/15000 [2:08:26<60:02:05, 14.87s/it]
  3%|▎         | 465/15000 [2:09:03<86:36:15, 21.45s/it]
  3%|▎         | 466/15000 [2:09:18<78:52:50, 19.54s/it]
  3%|▎         | 467/15000 [2:09:33<73:13:22, 18.14s/it]
  3%|▎         | 468/15000 [2:09:48<69:07:46, 17.13s/it]
  3%|▎         | 469/15000 [2:10:03<66:09:00, 16.39s/it]
  3%|▎         | 470/15000 [2:10:17<64:07:10, 15.89s/it]
  3%|▎         | 471/15000 [2:10:32<62:34:09, 15.50s/it]
  3%|▎         | 472/15000 [2:10:47<61:38:55, 15.28s/it]
  3%|▎         | 473/15000 [2:11:01<60:58:40, 15.11s/it]
  3%|▎         | 474/15000 [2:11:16<60:30:02, 14.99s/it]
  3%|▎         | 475/15000 [2:11:31<60:09:33, 14.91s/it]
  3%|▎         | 476/15000 [2:12:07<86:27:22, 21.43s/it]
  3%|▎      :12:08<86:33:29, 21.45s/it]
  3%|▎         | 477/15000 [2:12:22<78:05:50, 19.36s/it]
  3%|▎         | 478/15000 [2:12:37<72:26:10, 17.96s/it]
  3%|▎         | 479/15000 [2:12:51<68:22:59, 16.95s/it]
  3%|▎         | 480/15000 [2:13:06<65:34:25, 16.26s/it]
  3%|▎         | 481/15000 [2:13:21<63:40:57, 15.79s/it]
  3%|▎         | 482/15000 [2:13:35<62:15:02, 15.44s/it]
  3%|▎         | 483/15000 [2:13:50<61:22:55, 15.22s/it]
  3%|▎         | 484/15000 [2:14:05<60:40:41, 15.05s/it]
  3%|▎         | 485/15000 [2:14:19<59:59:30, 14.88s/it]
  3%|▎         | 486/15000 [2:14:34<59:42:37, 14.81s/it]
  3%|▎         | 487/15000 [2:14:48<59:19:48, 14.72s/it]
  3%|▎         | 488/15000 [2:15:25<85:55:05, 21.31s/it]
  3%|▎         | 489/15000 [2:15:40<77:45:52, 19.29s/it]
  3%|▎         | 490/15000 [2:15:54<72:13:14, 17.92s/it]
  3%|▎         | 491/15000 [2:16:09<68:22:22, 16.96s/it]
  3%|▎         | 492/15000 [2:16:24<65:32:04, 16.26s/it]
  3%|▎         | 493/15000 [2:16:38<63:27:21, 15.7:12:08<86:29:07, 21.44s/it]
  3%|▎         | 477/15000 [2:12:22<78:11:23, 19.38s/it]
  3%|▎         | 478/15000 [2:12:37<72:29:30, 17.97s/it]
  3%|▎         | 479/15000 [2:12:51<68:22:51, 16.95s/it]
  3%|▎         | 480/15000 [2:13:06<65:35:15, 16.26s/it]
  3%|▎         | 481/15000 [2:13:21<63:41:21, 15.79s/it]
  3%|▎         | 482/15000 [2:13:35<62:15:32, 15.44s/it]
  3%|▎         | 483/15000 [2:13:50<61:18:04, 15.20s/it]
  3%|▎         | 484/15000 [2:14:05<60:38:06, 15.04s/it]
  3%|▎         | 485/15000 [2:14:19<60:00:39, 14.88s/it]
  3%|▎         | 486/15000 [2:14:34<59:43:27, 14.81s/it]
  3%|▎         | 487/15000 [2:14:48<59:23:27, 14.73s/it]
  3%|▎         | 488/15000 [2:15:25<85:57:44, 21.32s/it]
  3%|▎         | 489/15000 [2:15:40<77:44:28, 19.29s/it]
  3%|▎         | 490/15000 [2:15:54<72:16:04, 17.93s/it]
  3%|▎         | 491/15000 [2:16:09<68:19:44, 16.95s/it]
  3%|▎         | 492/15000 [2:16:24<65:31:05, 16.26s/it]
  3%|▎         | 493/15000 [2:16:38<63:26:12, 15.7   | 477/15000 [2:12:22<78:13:45, 19.39s/it]
  3%|▎         | 478/15000 [2:12:37<72:22:59, 17.94s/it]
  3%|▎         | 479/15000 [2:12:51<68:29:26, 16.98s/it]
  3%|▎         | 480/15000 [2:13:06<65:39:12, 16.28s/it]
  3%|▎         | 481/15000 [2:13:21<63:43:15, 15.80s/it]
  3%|▎         | 482/15000 [2:13:35<62:21:14, 15.46s/it]
  3%|▎         | 483/15000 [2:13:50<61:17:39, 15.20s/it]
  3%|▎         | 484/15000 [2:14:05<60:34:03, 15.02s/it]
  3%|▎         | 485/15000 [2:14:19<60:00:59, 14.89s/it]
  3%|▎         | 486/15000 [2:14:34<59:34:26, 14.78s/it]
  3%|▎         | 487/15000 [2:14:48<59:21:28, 14.72s/it]
  3%|▎         | 488/15000 [2:15:25<85:59:16, 21.33s/it]
  3%|▎         | 489/15000 [2:15:40<77:50:17, 19.31s/it]
  3%|▎         | 490/15000 [2:15:54<72:17:01, 17.93s/it]
  3%|▎         | 491/15000 [2:16:09<68:16:57, 16.94s/it]
  3%|▎         | 492/15000 [2:16:24<65:28:50, 16.25s/it]
  3%|▎         | 493/15000 [2:16:38<63:24:37, 15.74s/it]
  3%|▎         | 494/15000 [2:16:{'loss': 0.9731, 'learning_rate': 0.00019999417253661235, 'epoch': 0.09}
{'loss': 0.9731, 'learning_rate': 0.00019999417253661235, 'epoch': 0.09}
{'loss': 0.9731, 'learning_rate': 0.00019999417253661235, 'epoch': 0.09}
53<62:08:13, 15.42s/it]
  3%|▎         | 495/15000 [2:17:07<61:10:40, 15.18s/it]
  3%|▎         | 496/15000 [2:17:22<60:30:47, 15.02s/it]
  3%|▎         | 497/15000 [2:17:37<59:59:12, 14.89s/it]
  3%|▎         | 498/15000 [2:17:51<59:43:49, 14.83s/it]
  3%|▎         | 499/15000 [2:18:28<86:15:19, 21.41s/it]
  3%|▎         | 500/15000 [2:18:43<78:05:19, 19.39s/it]
                                                        

  3%|▎         | 500/15000 [2:18:43<78:05:19, 19.39s/it]
  3%|▎         | 501/15000 [2:18:58<72:34:33, 18.02s/it]
  3%|▎         | 502/15000 [2:19:12<68:26:31, 16.99s/it]
  3%|▎         | 503/15000 [2:19:27<65:40:11, 16.31s/it]
  3%|▎         | 504/15000 [2:19:42<63:38:08, 15.80s/it]
  3%|▎         | 505/15000 [2:19:56<62:12:26, 15.45s/it]
  3%|▎         | 506/15000 [2:20:11<61:20:02, 15.23s/it]
  3%|▎         | 507/15000 [2:20:26<60:34:26, 15.05s/it]
  3%|▎         | 508/15000 [2:20:40<60:09:26, 14.94s/it]
  3%|▎         | 509/15000 [2:20:55<59:47:20, 14.85s/it4s/it]
  3%|▎         | 494/15000 [2:16:53<62:00:15, 15.39s/it]
  3%|▎         | 495/15000 [2:17:08<61:12:39, 15.19s/it]
  3%|▎         | 496/15000 [2:17:22<60:26:37, 15.00s/it]
  3%|▎         | 497/15000 [2:17:37<60:05:09, 14.91s/it]
  3%|▎         | 498/15000 [2:17:51<59:42:19, 14.82s/it]
  3%|▎         | 499/15000 [2:18:28<86:17:01, 21.42s/it]
  3%|▎         | 500/15000 [2:18:43<78:02:45, 19.38s/it]
                                                        

  3%|▎         | 500/15000 [2:18:43<78:02:45, 19.38s/it]
  3%|▎         | 501/15000 [2:18:58<72:31:47, 18.01s/it]
  3%|▎         | 502/15000 [2:19:12<68:25:19, 16.99s/it]
  3%|▎         | 503/15000 [2:19:27<65:40:26, 16.31s/it]
  3%|▎         | 504/15000 [2:19:42<63:36:32, 15.80s/it]
  3%|▎         | 505/15000 [2:19:56<62:11:21, 15.45s/it]
  3%|▎         | 506/15000 [2:20:11<61:13:08, 15.21s/it]
  3%|▎         | 507/15000 [2:20:26<60:41:03, 15.07s/it]
  3%|▎         | 508/15000 [2:20:40<60:07:56, 14.94s/it]
  3%|▎       5s/it]
  3%|▎         | 494/15000 [2:16:53<62:04:24, 15.40s/it]
  3%|▎         | 495/15000 [2:17:08<61:07:07, 15.17s/it]
  3%|▎         | 496/15000 [2:17:22<60:37:00, 15.05s/it]
  3%|▎         | 497/15000 [2:17:37<60:03:52, 14.91s/it]
  3%|▎         | 498/15000 [2:17:51<59:39:04, 14.81s/it]
  3%|▎         | 499/15000 [2:18:28<86:15:23, 21.41s/it]
  3%|▎         | 500/15000 [2:18:43<78:00:42, 19.37s/it]
                                                        

  3%|▎         | 500/15000 [2:18:43<78:00:42, 19.37s/it]
  3%|▎         | 501/15000 [2:18:58<72:28:37, 18.00s/it]
  3%|▎         | 502/15000 [2:19:12<68:26:26, 16.99s/it]
  3%|▎         | 503/15000 [2:19:27<65:42:09, 16.32s/it]
  3%|▎         | 504/15000 [2:19:42<63:40:01, 15.81s/it]
  3%|▎         | 505/15000 [2:19:56<62:12:21, 15.45s/it]
  3%|▎         | 506/15000 [2:20:11<61:16:34, 15.22s/it]
  3%|▎         | 507/15000 [2:20:26<60:42:49, 15.08s/it]
  3%|▎         | 508/15000 [2:20:40<60:01:58, 14.91s/it]
  3%|▎         | 509/15000 [2:20:55<59:51:32, 14.87s/it]
  3%|▎         | 510/15000 [2:21:10<59:33:05, 14.80s/it]
  3%|▎         | 511/15000 [2:21:46<86:00:27, 21.37s/it]
  3%|▎         | 512/15000 [2:22:01<77:50:46, 19.34s/it]
  3%|▎         | 513/15000 [2:22:15<71:59:17, 17.89s/it]
  3%|▎         | 514/15000 [2:22:30<68:12:15, 16.95s/it]
  3%|▎         | 515/15000 [2:22:45<65:30:34, 16.28s/it]
  3%|▎         | 516/15000 [2:22:59<63:19:16, 15.74s/it]
  3%|▎         | 517/15000 [2:23:14<62:09:20, 15.45s/it]
  3%|▎         | 518/15000 [2:23:29<61:05:05, 15.18s/it]
  3%|▎         | 519/15000 [2:23:43<60:22:31, 15.01s/it]
  3%|▎         | 520/15000 [2:23:58<60:08:17, 14.95s/it]
  3%|▎         | 521/15000 [2:24:13<59:47:33, 14.87s/it]
  3%|▎         | 522/15000 [2:24:49<85:56:51, 21.37s/it]
  3%|▎         | 523/15000 [2:25:04<77:51:43, 19.36s/it]
  3%|▎         | 524/15000 [2:25:19<72:13:48, 17.96s/it]
  4%|▎         | 525/15000 [2:25:33<68:12:14, 16.96s/it]
  4%|▎         | 526/15000 [2:25:4  | 509/15000 [2:20:55<59:53:55, 14.88s/it]
  3%|▎         | 510/15000 [2:21:10<59:26:05, 14.77s/it]
  3%|▎         | 511/15000 [2:21:46<86:09:22, 21.41s/it]
  3%|▎         | 512/15000 [2:22:01<77:49:51, 19.34s/it]
  3%|▎         | 513/15000 [2:22:15<71:57:52, 17.88s/it]
  3%|▎         | 514/15000 [2:22:30<68:13:33, 16.96s/it]
  3%|▎         | 515/15000 [2:22:45<65:22:05, 16.25s/it]
  3%|▎         | 516/15000 [2:23:00<63:29:04, 15.78s/it]
  3%|▎         | 517/15000 [2:23:14<62:05:43, 15.43s/it]
  3%|▎         | 518/15000 [2:23:29<61:06:44, 15.19s/it]
  3%|▎         | 519/15000 [2:23:44<60:33:53, 15.06s/it]
  3%|▎         | 520/15000 [2:23:58<59:59:08, 14.91s/it]
  3%|▎         | 521/15000 [2:24:13<59:48:27, 14.87s/it]
  3%|▎         | 522/15000 [2:24:49<85:58:02, 21.38s/it]
  3%|▎         | 523/15000 [2:25:04<77:53:13, 19.37s/it]
  3%|▎         | 524/15000 [2:25:19<72:10:33, 17.95s/it]
  4%|▎         | 525/15000 [2:25:33<68:03:17, 16.93s/it]
  4%|▎         | 526/15000 [2:25:4]
  3%|▎         | 510/15000 [2:21:10<59:30:46, 14.79s/it]
  3%|▎         | 511/15000 [2:21:46<86:02:59, 21.38s/it]
  3%|▎         | 512/15000 [2:22:01<77:45:42, 19.32s/it]
  3%|▎         | 513/15000 [2:22:15<72:08:53, 17.93s/it]
  3%|▎         | 514/15000 [2:22:30<68:10:51, 16.94s/it]
  3%|▎         | 515/15000 [2:22:45<65:22:09, 16.25s/it]
  3%|▎         | 516/15000 [2:22:59<63:25:47, 15.77s/it]
  3%|▎         | 517/15000 [2:23:14<62:04:39, 15.43s/it]
  3%|▎         | 518/15000 [2:23:29<61:08:07, 15.20s/it]
  3%|▎         | 519/15000 [2:23:43<60:29:37, 15.04s/it]
  3%|▎         | 520/15000 [2:23:58<60:06:27, 14.94s/it]
  3%|▎         | 521/15000 [2:24:13<59:48:18, 14.87s/it]
  3%|▎         | 522/15000 [2:24:49<85:48:13, 21.34s/it]
  3%|▎         | 523/15000 [2:25:04<77:51:14, 19.36s/it]
  3%|▎         | 524/15000 [2:25:19<72:09:10, 17.94s/it]
  4%|▎         | 525/15000 [2:25:33<68:10:13, 16.95s/it]
  4%|▎         | 526/15000 [2:25:48<65:19:46, 16.25s/it]
  4%|▎         | 8<65:16:14, 16.23s/it]
  4%|▎         | 527/15000 [2:26:03<63:26:12, 15.78s/it]
  4%|▎         | 528/15000 [2:26:17<62:01:46, 15.43s/it]
  4%|▎         | 529/15000 [2:26:32<61:06:25, 15.20s/it]
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  4%|▎         | 531/15000 [2:27:01<59:51:14, 14.89s/it]
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  4%|▎         | 534/15000 [2:28:07<77:42:01, 19.34s/it]
  4%|▎         | 535/15000 [2:28:22<72:00:26, 17.92s/it]
  4%|▎         | 536/15000 [2:28:36<68:07:11, 16.95s/it]
  4%|▎         | 537/15000 [2:28:51<65:20:00, 16.26s/it]
  4%|▎         | 538/15000 [2:29:06<63:26:59, 15.79s/it]
  4%|▎         | 539/15000 [2:29:20<62:04:49, 15.45s/it]
  4%|▎         | 540/15000 [2:29:35<60:57:40, 15.18s/it]
  4%|▎         | 541/15000 [2:29:49<60:21:01, 15.03s/it]
  4%|▎         | 542/15000 [2:30:04<59:49:31, 14.90s/it]
  4%|▎         | 543/15000 [2:30:19<59:36:21, 14.84s/it8<65:13:49, 16.22s/it]
  4%|▎         | 527/15000 [2:26:03<63:22:57, 15.77s/it]
  4%|▎         | 528/15000 [2:26:17<62:08:28, 15.46s/it]
  4%|▎         | 529/15000 [2:26:32<60:58:32, 15.17s/it]
  4%|▎         | 530/15000 [2:26:46<60:22:35, 15.02s/it]
  4%|▎         | 531/15000 [2:27:01<59:50:04, 14.89s/it]
  4%|▎         | 532/15000 [2:27:16<59:24:08, 14.78s/it]
  4%|▎         | 533/15000 [2:27:52<85:51:47, 21.37s/it]
  4%|▎         | 534/15000 [2:28:07<77:46:03, 19.35s/it]
  4%|▎         | 535/15000 [2:28:22<72:10:38, 17.96s/it]
  4%|▎         | 536/15000 [2:28:36<68:07:33, 16.96s/it]
  4%|▎         | 537/15000 [2:28:51<65:12:50, 16.23s/it]
  4%|▎         | 538/15000 [2:29:06<63:28:34, 15.80s/it]
  4%|▎         | 539/15000 [2:29:20<62:04:12, 15.45s/it]
  4%|▎         | 540/15000 [2:29:35<60:59:02, 15.18s/it]
  4%|▎         | 541/15000 [2:29:50<60:28:22, 15.06s/it]
  4%|▎         | 542/15000 [2:30:04<59:57:11, 14.93s/it]
  4%|▎         | 543/15000 [2:30:19<59:34:40, 14.84s/it527/15000 [2:26:02<63:21:26, 15.76s/it]
  4%|▎         | 528/15000 [2:26:17<62:02:12, 15.43s/it]
  4%|▎         | 529/15000 [2:26:32<61:05:16, 15.20s/it]
  4%|▎         | 530/15000 [2:26:46<60:19:20, 15.01s/it]
  4%|▎         | 531/15000 [2:27:01<59:48:26, 14.88s/it]
  4%|▎         | 532/15000 [2:27:16<59:26:45, 14.79s/it]
  4%|▎         | 533/15000 [2:27:52<85:54:29, 21.38s/it]
  4%|▎         | 534/15000 [2:28:07<77:43:16, 19.34s/it]
  4%|▎         | 535/15000 [2:28:22<72:05:10, 17.94s/it]
  4%|▎         | 536/15000 [2:28:36<68:04:55, 16.95s/it]
  4%|▎         | 537/15000 [2:28:51<65:22:40, 16.27s/it]
  4%|▎         | 538/15000 [2:29:06<63:28:49, 15.80s/it]
  4%|▎         | 539/15000 [2:29:20<62:01:33, 15.44s/it]
  4%|▎         | 540/15000 [2:29:35<61:05:39, 15.21s/it]
  4%|▎         | 541/15000 [2:29:49<60:20:46, 15.02s/it]
  4%|▎         | 542/15000 [2:30:04<59:57:51, 14.93s/it]
  4%|▎         | 543/15000 [2:30:19<59:38:45, 14.85s/it]
  4%|▎         | 544/15000 [2:30:33<59]
  4%|▎         | 544/15000 [2:30:33<59:22:24, 14.79s/it]
  4%|▎         | 545/15000 [2:31:10<85:51:37, 21.38s/it]
  4%|▎         | 546/15000 [2:31:25<77:45:54, 19.37s/it]
  4%|▎         | 547/15000 [2:31:39<71:57:46, 17.92s/it]
  4%|▎         | 548/15000 [2:31:54<68:00:48, 16.94s/it]
  4%|▎         | 549/15000 [2:32:09<65:20:32, 16.28s/it]
  4%|▎         | 550/15000 [2:32:23<63:17:17, 15.77s/it]
  4%|▎         | 551/15000 [2:32:38<62:01:44, 15.45s/it]
  4%|▎         | 552/15000 [2:32:53<61:03:32, 15.21s/it]
  4%|▎         | 553/15000 [2:33:07<60:18:10, 15.03s/it]
  4%|▎         | 554/15000 [2:33:22<59:58:54, 14.95s/it]
  4%|▎         | 555/15000 [2:33:37<59:42:06, 14.88s/it]
  4%|▎         | 556/15000 [2:34:14<86:40:39, 21.60s/it]
  4%|▎         | 557/15000 [2:34:29<78:23:35, 19.54s/it]
  4%|▎         | 558/15000 [2:34:44<72:32:09, 18.08s/it]
  4%|▎         | 559/15000 [2:34:58<68:24:12, 17.05s/it]
  4%|▎         | 560/15000 [2:35:13<65:26:36, 16.32s/it]
  4%|▎         | ]
  4%|▎         | 544/15000 [2:30:33<59:23:48, 14.79s/it]
  4%|▎         | 545/15000 [2:31:10<85:49:35, 21.37s/it]
  4%|▎         | 546/15000 [2:31:25<77:38:49, 19.34s/it]
  4%|▎         | 547/15000 [2:31:39<72:00:11, 17.93s/it]
  4%|▎         | 548/15000 [2:31:54<67:58:35, 16.93s/it]
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  4%|▎         | 550/15000 [2:32:23<63:23:55, 15.79s/it]
  4%|▎         | 551/15000 [2:32:38<61:55:39, 15.43s/it]
  4%|▎         | 552/15000 [2:32:53<61:07:45, 15.23s/it]
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  4%|▎         | 555/15000 [2:33:37<59:46:46, 14.90s/it]
  4%|▎         | 556/15000 [2:34:14<86:36:17, 21.59s/it]
  4%|▎         | 557/15000 [2:34:29<78:20:02, 19.53s/it]
  4%|▎         | 558/15000 [2:34:44<72:27:38, 18.06s/it]
  4%|▎         | 559/15000 [2:34:58<68:17:37, 17.02s/it]
  4%|▎         | 560/15000 [2:35:13<65:20:48, 16.29s/it]
  4%|▎         | :23:25, 14.79s/it]
  4%|▎         | 545/15000 [2:31:10<85:49:27, 21.37s/it]
  4%|▎         | 546/15000 [2:31:25<77:39:58, 19.34s/it]
  4%|▎         | 547/15000 [2:31:39<72:00:40, 17.94s/it]
  4%|▎         | 548/15000 [2:31:54<68:01:19, 16.94s/it]
  4%|▎         | 549/15000 [2:32:09<65:22:09, 16.28s/it]
  4%|▎         | 550/15000 [2:32:23<63:15:26, 15.76s/it]
  4%|▎         | 551/15000 [2:32:38<61:56:03, 15.43s/it]
  4%|▎         | 552/15000 [2:32:53<61:06:17, 15.23s/it]
  4%|▎         | 553/15000 [2:33:07<60:18:54, 15.03s/it]
  4%|▎         | 554/15000 [2:33:22<59:55:43, 14.93s/it]
  4%|▎         | 555/15000 [2:33:37<59:47:36, 14.90s/it]
  4%|▎         | 556/15000 [2:34:14<86:33:53, 21.58s/it]
  4%|▎         | 557/15000 [2:34:29<78:17:47, 19.52s/it]
  4%|▎         | 558/15000 [2:34:43<72:28:53, 18.07s/it]
  4%|▎         | 559/15000 [2:34:58<68:19:34, 17.03s/it]
  4%|▎         | 560/15000 [2:35:13<65:30:33, 16.33s/it]
  4%|▎         | 561/15000 [2:35:27<63:31:04, 15.84s/it]
  561/15000 [2:35:28<63:36:52, 15.86s/it]
  4%|▎         | 562/15000 [2:35:42<62:15:23, 15.52s/it]
  4%|▍         | 563/15000 [2:35:57<61:17:35, 15.28s/it]
  4%|▍         | 564/15000 [2:36:12<60:28:08, 15.08s/it]
  4%|▍         | 565/15000 [2:36:26<59:57:38, 14.95s/it]
  4%|▍         | 566/15000 [2:36:41<59:37:04, 14.87s/it]
  4%|▍         | 567/15000 [2:37:18<86:14:14, 21.51s/it]
  4%|▍         | 568/15000 [2:37:33<77:57:22, 19.45s/it]
  4%|▍         | 569/15000 [2:37:47<72:20:14, 18.05s/it]
  4%|▍         | 570/15000 [2:38:02<68:18:30, 17.04s/it]
  4%|▍         | 571/15000 [2:38:17<65:31:12, 16.35s/it]
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  4%|▍         | 573/15000 [2:38:46<62:06:57, 15.50s/it]
  4%|▍         | 574/15000 [2:39:01<61:17:13, 15.29s/it]
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  4%|▍         | 577/15000 [2:39:45<59:57:17, 14.96s/it]
  4%|▍         | 578/15000 [2:40:00<59561/15000 [2:35:28<63:31:44, 15.84s/it]
  4%|▎         | 562/15000 [2:35:42<62:14:16, 15.52s/it]
  4%|▍         | 563/15000 [2:35:57<61:14:15, 15.27s/it]
  4%|▍         | 564/15000 [2:36:12<60:26:52, 15.07s/it]
  4%|▍         | 565/15000 [2:36:26<59:59:33, 14.96s/it]
  4%|▍         | 566/15000 [2:36:41<59:40:39, 14.88s/it]
  4%|▍         | 567/15000 [2:37:18<86:09:30, 21.49s/it]
  4%|▍         | 568/15000 [2:37:33<78:00:35, 19.46s/it]
  4%|▍         | 569/15000 [2:37:47<72:13:53, 18.02s/it]
  4%|▍         | 570/15000 [2:38:02<68:13:51, 17.02s/it]
  4%|▍         | 571/15000 [2:38:17<65:31:11, 16.35s/it]
  4%|▍         | 572/15000 [2:38:32<63:43:21, 15.90s/it]
  4%|▍         | 573/15000 [2:38:46<62:14:31, 15.53s/it]
  4%|▍         | 574/15000 [2:39:01<61:19:15, 15.30s/it]
  4%|▍         | 575/15000 [2:39:16<60:37:24, 15.13s/it]
  4%|▍         | 576/15000 [2:39:31<60:09:33, 15.01s/it]
  4%|▍         | 577/15000 [2:39:45<59:52:22, 14.94s/it]
  4%|▍         | 578/15000 [2:40:00<594%|▎         | 562/15000 [2:35:42<62:17:33, 15.53s/it]
  4%|▍         | 563/15000 [2:35:57<61:13:54, 15.27s/it]
  4%|▍         | 564/15000 [2:36:12<60:26:42, 15.07s/it]
  4%|▍         | 565/15000 [2:36:26<59:59:07, 14.96s/it]
  4%|▍         | 566/15000 [2:36:41<59:43:48, 14.90s/it]
  4%|▍         | 567/15000 [2:37:18<86:10:28, 21.49s/it]
  4%|▍         | 568/15000 [2:37:33<78:03:14, 19.47s/it]
  4%|▍         | 569/15000 [2:37:47<72:19:47, 18.04s/it]
  4%|▍         | 570/15000 [2:38:02<68:15:16, 17.03s/it]
  4%|▍         | 571/15000 [2:38:17<65:36:12, 16.37s/it]
  4%|▍         | 572/15000 [2:38:31<63:33:37, 15.86s/it]
  4%|▍         | 573/15000 [2:38:46<62:11:44, 15.52s/it]
  4%|▍         | 574/15000 [2:39:01<61:16:19, 15.29s/it]
  4%|▍         | 575/15000 [2:39:16<60:36:20, 15.13s/it]
  4%|▍         | 576/15000 [2:39:30<60:11:15, 15.02s/it]
  4%|▍         | 577/15000 [2:39:45<59:52:47, 14.95s/it]
  4%|▍         | 578/15000 [2:40:00<59:37:53, 14.89s/it]
  4%|▍         | 579/15000 [2:40:37<85:47:05, 21.41s/it]
  4%|▍         | 580/15000 [2:40:51<77:52:45, 19.44s/it]
  4%|▍         | 581/15000 [2:41:06<72:14:40, 18.04s/it]
  4%|▍         | 582/15000 [2:41:21<68:13:30, 17.03s/it]
  4%|▍         | 583/15000 [2:41:36<65:25:58, 16.34s/it]
  4%|▍         | 584/15000 [2:41:50<63:26:19, 15.84s/it]
  4%|▍         | 585/15000 [2:42:05<61:53:08, 15.46s/it]
  4%|▍         | 586/15000 [2:42:20<60:58:24, 15.23s/it]
  4%|▍         | 587/15000 [2:42:34<60:22:56, 15.08s/it]
  4%|▍         | 588/15000 [2:42:49<59:46:08, 14.93s/it]
  4%|▍         | 589/15000 [2:43:04<59:31:04, 14.87s/it]
  4%|▍         | 590/15000 [2:43:40<85:28:56, 21.36s/it]
  4%|▍         | 591/15000 [2:43:55<77:30:57, 19.37s/it]
  4%|▍         | 592/15000 [2:44:10<71:58:10, 17.98s/it]
  4%|▍         | 593/15000 [2:44:24<67:55:09, 16.97s/it]
  4%|▍         | 594/15000 [2:44:39<65:10:16, 16.29s/it]
  4%|▍         | 595/15000 [2:44:54<63:24:45, 15.85s/it]
  4%|▍         | 596/15000 [2:45:08<61:51::39:31, 14.89s/it]
  4%|▍         | 579/15000 [2:40:37<85:45:13, 21.41s/it]
  4%|▍         | 580/15000 [2:40:51<77:47:58, 19.42s/it]
  4%|▍         | 581/15000 [2:41:06<72:17:42, 18.05s/it]
  4%|▍         | 582/15000 [2:41:21<68:09:42, 17.02s/it]
  4%|▍         | 583/15000 [2:41:36<65:29:54, 16.36s/it]
  4%|▍         | 584/15000 [2:41:51<63:34:57, 15.88s/it]
  4%|▍         | 585/15000 [2:42:05<62:01:16, 15.49s/it]
  4%|▍         | 586/15000 [2:42:20<60:56:00, 15.22s/it]
  4%|▍         | 587/15000 [2:42:34<60:14:31, 15.05s/it]
  4%|▍         | 588/15000 [2:42:49<59:44:24, 14.92s/it]
  4%|▍         | 589/15000 [2:43:04<59:25:07, 14.84s/it]
  4%|▍         | 590/15000 [2:43:40<85:29:32, 21.36s/it]
  4%|▍         | 591/15000 [2:43:55<77:25:04, 19.34s/it]
  4%|▍         | 592/15000 [2:44:10<72:01:34, 18.00s/it]
  4%|▍         | 593/15000 [2:44:24<67:59:24, 16.99s/it]
  4%|▍         | 594/15000 [2:44:39<65:10:33, 16.29s/it]
  4%|▍         | 595/15000 [2:44:54<63:11:46, 15.79s/it]
  :37:32, 14.88s/it]
  4%|▍         | 579/15000 [2:40:37<85:47:42, 21.42s/it]
  4%|▍         | 580/15000 [2:40:52<77:52:10, 19.44s/it]
  4%|▍         | 581/15000 [2:41:06<72:13:54, 18.03s/it]
  4%|▍         | 582/15000 [2:41:21<68:15:05, 17.04s/it]
  4%|▍         | 583/15000 [2:41:36<65:22:57, 16.33s/it]
  4%|▍         | 584/15000 [2:41:50<63:25:04, 15.84s/it]
  4%|▍         | 585/15000 [2:42:05<62:07:31, 15.52s/it]
  4%|▍         | 586/15000 [2:42:20<60:59:37, 15.23s/it]
  4%|▍         | 587/15000 [2:42:34<60:13:00, 15.04s/it]
  4%|▍         | 588/15000 [2:42:49<59:51:10, 14.95s/it]
  4%|▍         | 589/15000 [2:43:04<59:28:18, 14.86s/it]
  4%|▍         | 590/15000 [2:43:40<85:29:48, 21.36s/it]
  4%|▍         | 591/15000 [2:43:55<77:29:55, 19.36s/it]
  4%|▍         | 592/15000 [2:44:10<71:51:26, 17.95s/it]
  4%|▍         | 593/15000 [2:44:24<67:55:21, 16.97s/it]
  4%|▍         | 594/15000 [2:44:39<65:12:37, 16.30s/it]
  4%|▍         | 595/15000 [2:44:54<63:19:57, 15.83s/it]
  {'loss': 0.9581, 'learning_rate': 0.00019994755690455152, 'epoch': 0.11}
{'loss': 0.9581, 'learning_rate': 0.00019994755690455152, 'epoch': 0.11}
{'loss': 0.9581, 'learning_rate': 0.00019994755690455152, 'epoch': 0.11}
4%|▍         | 596/15000 [2:45:08<62:03:21, 15.51s/it]
  4%|▍         | 597/15000 [2:45:23<61:03:40, 15.26s/it]
  4%|▍         | 598/15000 [2:45:38<60:19:06, 15.08s/it]
  4%|▍         | 599/15000 [2:45:53<59:53:41, 14.97s/it]
  4%|▍         | 600/15000 [2:46:07<59:37:36, 14.91s/it]
                                                        

  4%|▍         | 600/15000 [2:46:07<59:37:36, 14.91s/it]
  4%|▍         | 601/15000 [2:46:44<85:46:06, 21.44s/it]
  4%|▍         | 602/15000 [2:46:59<77:39:31, 19.42s/it]
  4%|▍         | 603/15000 [2:47:13<71:58:37, 18.00s/it]
  4%|▍         | 604/15000 [2:47:28<68:01:54, 17.01s/it]
  4%|▍         | 605/15000 [2:47:43<65:12:23, 16.31s/it]
  4%|▍         | 606/15000 [2:47:57<63:19:39, 15.84s/it]
  4%|▍         | 607/15000 [2:48:12<61:56:03, 15.49s/it]
  4%|▍         | 608/15000 [2:48:27<61:05:29, 15.28s/it]
  4%|▍         | 609/15000 [2:48:41<60:12:42, 15.06s/it]
  4%|▍         | 610/15000 [2:48:56<59:50:19, 14.97s/it]
  4%|▍         | 611/14%|▍         | 596/15000 [2:45:08<62:00:08, 15.50s/it]
  4%|▍         | 597/15000 [2:45:23<60:57:02, 15.23s/it]
  4%|▍         | 598/15000 [2:45:38<60:22:16, 15.09s/it]
  4%|▍         | 599/15000 [2:45:53<59:57:24, 14.99s/it]
  4%|▍         | 600/15000 [2:46:07<59:37:06, 14.90s/it]
                                                        

  4%|▍         | 600/15000 [2:46:07<59:37:06, 14.90s/it]
  4%|▍         | 601/15000 [2:46:44<85:49:39, 21.46s/it]
  4%|▍         | 602/15000 [2:46:59<77:36:15, 19.40s/it]
  4%|▍         | 603/15000 [2:47:13<71:52:47, 17.97s/it]
  4%|▍         | 604/15000 [2:47:28<68:04:47, 17.02s/it]
  4%|▍         | 605/15000 [2:47:43<65:16:23, 16.32s/it]
  4%|▍         | 606/15000 [2:47:57<63:16:33, 15.83s/it]
  4%|▍         | 607/15000 [2:48:12<61:59:54, 15.51s/it]
  4%|▍         | 608/15000 [2:48:27<61:02:47, 15.27s/it]
  4%|▍         | 609/15000 [2:48:41<60:12:43, 15.06s/it]
  4%|▍         | 610/15000 [2:48:56<59:46:02, 14.95s/it]
  4%|▍         | 611/118, 15.46s/it]
  4%|▍         | 597/15000 [2:45:23<60:58:20, 15.24s/it]
  4%|▍         | 598/15000 [2:45:38<60:21:21, 15.09s/it]
  4%|▍         | 599/15000 [2:45:52<59:51:56, 14.97s/it]
  4%|▍         | 600/15000 [2:46:07<59:37:55, 14.91s/it]
                                                        

  4%|▍         | 600/15000 [2:46:07<59:37:55, 14.91s/it]
  4%|▍         | 601/15000 [2:46:44<85:45:00, 21.44s/it]
  4%|▍         | 602/15000 [2:46:59<77:37:55, 19.41s/it]
  4%|▍         | 603/15000 [2:47:13<71:57:33, 17.99s/it]
  4%|▍         | 604/15000 [2:47:28<68:06:42, 17.03s/it]
  4%|▍         | 605/15000 [2:47:43<65:17:05, 16.33s/it]
  4%|▍         | 606/15000 [2:47:57<63:19:58, 15.84s/it]
  4%|▍         | 607/15000 [2:48:12<61:59:07, 15.50s/it]
  4%|▍         | 608/15000 [2:48:27<61:01:25, 15.26s/it]
  4%|▍         | 609/15000 [2:48:41<60:16:23, 15.08s/it]
  4%|▍         | 610/15000 [2:48:56<59:42:17, 14.94s/it]
  4%|▍         | 611/15000 [2:49:11<59:23:41, 14.86s/it]
  4%|5000 [2:49:11<59:33:40, 14.90s/it]
  4%|▍         | 612/15000 [2:49:25<59:01:01, 14.77s/it]
  4%|▍         | 613/15000 [2:50:02<85:30:58, 21.40s/it]
  4%|▍         | 614/15000 [2:50:17<77:19:24, 19.35s/it]
  4%|▍         | 615/15000 [2:50:32<71:42:22, 17.95s/it]
  4%|▍         | 616/15000 [2:50:46<67:43:10, 16.95s/it]
  4%|▍         | 617/15000 [2:51:01<65:07:26, 16.30s/it]
  4%|▍         | 618/15000 [2:51:16<63:05:52, 15.79s/it]
  4%|▍         | 619/15000 [2:51:30<61:46:10, 15.46s/it]
  4%|▍         | 620/15000 [2:51:45<60:45:52, 15.21s/it]
  4%|▍         | 621/15000 [2:51:59<59:58:35, 15.02s/it]
  4%|▍         | 622/15000 [2:52:14<59:34:08, 14.92s/it]
  4%|▍         | 623/15000 [2:52:29<59:14:06, 14.83s/it]
  4%|▍         | 624/15000 [2:53:05<85:20:40, 21.37s/it]
  4%|▍         | 625/15000 [2:53:20<77:18:37, 19.36s/it]
  4%|▍         | 626/15000 [2:53:35<71:36:09, 17.93s/it]
  4%|▍         | 627/15000 [2:53:49<67:42:58, 16.96s/it]
  4%|▍         | 628/15000 [2:54:04<64:47:55000 [2:49:11<59:16:23, 14.83s/it]
  4%|▍         | 612/15000 [2:49:25<59:04:59, 14.78s/it]
  4%|▍         | 613/15000 [2:50:02<85:28:08, 21.39s/it]
  4%|▍         | 614/15000 [2:50:17<77:26:52, 19.38s/it]
  4%|▍         | 615/15000 [2:50:31<71:39:30, 17.93s/it]
  4%|▍         | 616/15000 [2:50:46<67:45:31, 16.96s/it]
  4%|▍         | 617/15000 [2:51:01<65:02:04, 16.28s/it]
  4%|▍         | 618/15000 [2:51:16<63:09:28, 15.81s/it]
  4%|▍         | 619/15000 [2:51:30<61:39:05, 15.43s/it]
  4%|▍         | 620/15000 [2:51:45<60:44:54, 15.21s/it]
  4%|▍         | 621/15000 [2:51:59<60:02:47, 15.03s/it]
  4%|▍         | 622/15000 [2:52:14<59:31:17, 14.90s/it]
  4%|▍         | 623/15000 [2:52:29<59:15:44, 14.84s/it]
  4%|▍         | 624/15000 [2:53:05<85:22:56, 21.38s/it]
  4%|▍         | 625/15000 [2:53:20<77:23:18, 19.38s/it]
  4%|▍         | 626/15000 [2:53:35<71:37:45, 17.94s/it]
  4%|▍         | 627/15000 [2:53:49<67:38:55, 16.94s/it]
  4%|▍         | 628/15000 [2:54:04<64:52:4         | 612/15000 [2:49:25<59:02:10, 14.77s/it]
  4%|▍         | 613/15000 [2:50:02<85:29:34, 21.39s/it]
  4%|▍         | 614/15000 [2:50:17<77:21:39, 19.36s/it]
  4%|▍         | 615/15000 [2:50:31<71:43:16, 17.95s/it]
  4%|▍         | 616/15000 [2:50:46<67:48:42, 16.97s/it]
  4%|▍         | 617/15000 [2:51:01<65:06:20, 16.30s/it]
  4%|▍         | 618/15000 [2:51:15<63:06:32, 15.80s/it]
  4%|▍         | 619/15000 [2:51:30<61:44:08, 15.45s/it]
  4%|▍         | 620/15000 [2:51:45<60:39:13, 15.18s/it]
  4%|▍         | 621/15000 [2:51:59<59:58:22, 15.02s/it]
  4%|▍         | 622/15000 [2:52:14<59:37:49, 14.93s/it]
  4%|▍         | 623/15000 [2:52:29<59:16:21, 14.84s/it]
  4%|▍         | 624/15000 [2:53:05<85:22:37, 21.38s/it]
  4%|▍         | 625/15000 [2:53:20<77:19:21, 19.36s/it]
  4%|▍         | 626/15000 [2:53:35<71:42:25, 17.96s/it]
  4%|▍         | 627/15000 [2:53:49<67:38:55, 16.94s/it]
  4%|▍         | 628/15000 [2:54:04<64:51:52, 16.25s/it]
  4%|▍         | 629/150004, 16.23s/it]
  4%|▍         | 629/15000 [2:54:19<62:57:32, 15.77s/it]
  4%|▍         | 630/15000 [2:54:33<61:34:13, 15.42s/it]
  4%|▍         | 631/15000 [2:54:48<60:39:10, 15.20s/it]
  4%|▍         | 632/15000 [2:55:02<59:54:40, 15.01s/it]
  4%|▍         | 633/15000 [2:55:17<59:27:57, 14.90s/it]
  4%|▍         | 634/15000 [2:55:32<59:15:39, 14.85s/it]
  4%|▍         | 635/15000 [2:56:09<85:48:06, 21.50s/it]
  4%|▍         | 636/15000 [2:56:23<77:27:22, 19.41s/it]
  4%|▍         | 637/15000 [2:56:38<71:41:03, 17.97s/it]
  4%|▍         | 638/15000 [2:56:53<67:42:55, 16.97s/it]
  4%|▍         | 639/15000 [2:57:07<65:01:21, 16.30s/it]
  4%|▍         | 640/15000 [2:57:22<63:01:04, 15.80s/it]
  4%|▍         | 641/15000 [2:57:37<61:34:14, 15.44s/it]
  4%|▍         | 642/15000 [2:57:51<60:31:09, 15.17s/it]
  4%|▍         | 643/15000 [2:58:06<59:56:55, 15.03s/it]
  4%|▍         | 644/15000 [2:58:20<59:31:42, 14.93s/it]
  4%|▍         | 645/15000 [2:58:35<59:04:41, 14.82s/it]
  4%|5, 16.25s/it]
  4%|▍         | 629/15000 [2:54:18<62:46:39, 15.73s/it]
  4%|▍         | 630/15000 [2:54:33<61:29:11, 15.40s/it]
  4%|▍         | 631/15000 [2:54:48<60:34:03, 15.17s/it]
  4%|▍         | 632/15000 [2:55:02<59:58:08, 15.03s/it]
  4%|▍         | 633/15000 [2:55:17<59:32:24, 14.92s/it]
  4%|▍         | 634/15000 [2:55:32<59:17:57, 14.86s/it]
  4%|▍         | 635/15000 [2:56:09<85:43:52, 21.49s/it]
  4%|▍         | 636/15000 [2:56:23<77:25:02, 19.40s/it]
  4%|▍         | 637/15000 [2:56:38<71:46:22, 17.99s/it]
  4%|▍         | 638/15000 [2:56:53<67:45:41, 16.99s/it]
  4%|▍         | 639/15000 [2:57:07<64:55:21, 16.27s/it]
  4%|▍         | 640/15000 [2:57:22<63:03:50, 15.81s/it]
  4%|▍         | 641/15000 [2:57:36<61:32:45, 15.43s/it]
  4%|▍         | 642/15000 [2:57:51<60:38:22, 15.20s/it]
  4%|▍         | 643/15000 [2:58:06<59:56:46, 15.03s/it]
  4%|▍         | 644/15000 [2:58:20<59:22:57, 14.89s/it]
  4%|▍         | 645/15000 [2:58:35<59:16:14, 14.86s/it]
  4%| [2:54:18<62:48:38, 15.73s/it]
  4%|▍         | 630/15000 [2:54:33<61:26:12, 15.39s/it]
  4%|▍         | 631/15000 [2:54:48<60:39:12, 15.20s/it]
  4%|▍         | 632/15000 [2:55:02<60:00:10, 15.03s/it]
  4%|▍         | 633/15000 [2:55:17<59:31:51, 14.92s/it]
  4%|▍         | 634/15000 [2:55:32<59:21:57, 14.88s/it]
  4%|▍         | 635/15000 [2:56:09<85:41:02, 21.47s/it]
  4%|▍         | 636/15000 [2:56:23<77:26:14, 19.41s/it]
  4%|▍         | 637/15000 [2:56:38<71:49:04, 18.00s/it]
  4%|▍         | 638/15000 [2:56:53<67:40:15, 16.96s/it]
  4%|▍         | 639/15000 [2:57:07<64:57:51, 16.29s/it]
  4%|▍         | 640/15000 [2:57:22<62:57:15, 15.78s/it]
  4%|▍         | 641/15000 [2:57:36<61:33:07, 15.43s/it]
  4%|▍         | 642/15000 [2:57:51<60:33:26, 15.18s/it]
  4%|▍         | 643/15000 [2:58:06<60:00:39, 15.05s/it]
  4%|▍         | 644/15000 [2:58:20<59:30:42, 14.92s/it]
  4%|▍         | 645/15000 [2:58:35<59:06:15, 14.82s/it]
  4%|▍         | 646/15000 [2:58:50<58:50:31, 1         | 646/15000 [2:58:50<58:47:33, 14.75s/it]
  4%|▍         | 647/15000 [2:59:27<85:21:46, 21.41s/it]
  4%|▍         | 648/15000 [2:59:41<77:18:47, 19.39s/it]
  4%|▍         | 649/15000 [2:59:56<71:41:45, 17.99s/it]
  4%|▍         | 650/15000 [3:00:11<67:44:00, 16.99s/it]
  4%|▍         | 651/15000 [3:00:25<64:35:14, 16.20s/it]
  4%|▍         | 652/15000 [3:00:40<62:54:50, 15.79s/it]
  4%|▍         | 653/15000 [3:00:55<61:36:09, 15.46s/it]
  4%|▍         | 654/15000 [3:01:09<60:37:27, 15.21s/it]
  4%|▍         | 655/15000 [3:01:24<59:45:01, 14.99s/it]
  4%|▍         | 656/15000 [3:01:38<59:32:41, 14.94s/it]
  4%|▍         | 657/15000 [3:01:53<59:07:44, 14.84s/it]
  4%|▍         | 658/15000 [3:02:30<85:12:01, 21.39s/it]
  4%|▍         | 659/15000 [3:02:44<76:59:42, 19.33s/it]
  4%|▍         | 660/15000 [3:02:59<71:23:56, 17.92s/it]
  4%|▍         | 661/15000 [3:03:14<67:29:05, 16.94s/it]
  4%|▍         | 662/15000 [3:03:28<64:44:28, 16.26s/it]
  4%|▍         | 663/15000         | 646/15000 [2:58:50<58:48:52, 14.75s/it]
  4%|▍         | 647/15000 [2:59:27<85:16:51, 21.39s/it]
  4%|▍         | 648/15000 [2:59:41<77:18:36, 19.39s/it]
  4%|▍         | 649/15000 [2:59:56<71:32:14, 17.95s/it]
  4%|▍         | 650/15000 [3:00:11<67:44:02, 16.99s/it]
  4%|▍         | 651/15000 [3:00:25<64:46:17, 16.25s/it]
  4%|▍         | 652/15000 [3:00:40<62:52:52, 15.78s/it]
  4%|▍         | 653/15000 [3:00:54<61:30:35, 15.43s/it]
  4%|▍         | 654/15000 [3:01:09<60:37:25, 15.21s/it]
  4%|▍         | 655/15000 [3:01:24<59:54:29, 15.03s/it]
  4%|▍         | 656/15000 [3:01:38<59:27:45, 14.92s/it]
  4%|▍         | 657/15000 [3:01:53<59:05:12, 14.83s/it]
  4%|▍         | 658/15000 [3:02:30<85:07:10, 21.37s/it]
  4%|▍         | 659/15000 [3:02:44<77:05:08, 19.35s/it]
  4%|▍         | 660/15000 [3:02:59<71:30:28, 17.95s/it]
  4%|▍         | 661/15000 [3:03:14<67:30:15, 16.95s/it]
  4%|▍         | 662/15000 [3:03:28<64:41:11, 16.24s/it]
  4%|▍         | 663/150004.76s/it]
  4%|▍         | 647/15000 [2:59:26<85:17:12, 21.39s/it]
  4%|▍         | 648/15000 [2:59:41<77:18:05, 19.39s/it]
  4%|▍         | 649/15000 [2:59:56<71:35:08, 17.96s/it]
  4%|▍         | 650/15000 [3:00:10<67:39:32, 16.97s/it]
  4%|▍         | 651/15000 [3:00:25<64:49:19, 16.26s/it]
  4%|▍         | 652/15000 [3:00:40<62:55:03, 15.79s/it]
  4%|▍         | 653/15000 [3:00:54<61:31:12, 15.44s/it]
  4%|▍         | 654/15000 [3:01:09<60:36:19, 15.21s/it]
  4%|▍         | 655/15000 [3:01:24<59:54:01, 15.03s/it]
  4%|▍         | 656/15000 [3:01:38<59:28:26, 14.93s/it]
  4%|▍         | 657/15000 [3:01:53<59:04:17, 14.83s/it]
  4%|▍         | 658/15000 [3:02:30<85:07:53, 21.37s/it]
  4%|▍         | 659/15000 [3:02:44<77:07:02, 19.36s/it]
  4%|▍         | 660/15000 [3:02:59<71:26:49, 17.94s/it]
  4%|▍         | 661/15000 [3:03:13<67:24:33, 16.92s/it]
  4%|▍         | 662/15000 [3:03:28<64:43:50, 16.25s/it]
  4%|▍         | 663/15000 [3:03:43<62:52:21, 15.79s/it]
  4%|▍    [3:03:43<62:48:33, 15.77s/it]
  4%|▍         | 664/15000 [3:03:58<61:28:20, 15.44s/it]
  4%|▍         | 665/15000 [3:04:12<60:24:45, 15.17s/it]
  4%|▍         | 666/15000 [3:04:27<59:48:40, 15.02s/it]
  4%|▍         | 667/15000 [3:04:42<59:35:53, 14.97s/it]
  4%|▍         | 668/15000 [3:04:56<59:05:21, 14.84s/it]
  4%|▍         | 669/15000 [3:05:11<58:57:47, 14.81s/it]
  4%|▍         | 670/15000 [3:05:48<85:16:58, 21.42s/it]
  4%|▍         | 671/15000 [3:06:02<77:01:52, 19.35s/it]
  4%|▍         | 672/15000 [3:06:17<71:30:34, 17.97s/it]
  4%|▍         | 673/15000 [3:06:32<67:29:54, 16.96s/it]
  4%|▍         | 674/15000 [3:06:46<64:41:29, 16.26s/it]
  4%|▍         | 675/15000 [3:07:01<62:57:47, 15.82s/it]
  5%|▍         | 676/15000 [3:07:16<61:24:03, 15.43s/it]
  5%|▍         | 677/15000 [3:07:30<60:28:43, 15.20s/it]
  5%|▍         | 678/15000 [3:07:45<59:36:29, 14.98s/it]
  5%|▍         | 679/15000 [3:07:59<59:12:19, 14.88s/it]
  5%|▍         | 680/15000 [3:08:14<58:54:37, 1 [3:03:43<62:50:58, 15.78s/it]
  4%|▍         | 664/15000 [3:03:57<61:28:11, 15.44s/it]
  4%|▍         | 665/15000 [3:04:12<60:22:55, 15.16s/it]
  4%|▍         | 666/15000 [3:04:27<59:47:10, 15.02s/it]
  4%|▍         | 667/15000 [3:04:41<59:25:37, 14.93s/it]
  4%|▍         | 668/15000 [3:04:56<59:11:02, 14.87s/it]
  4%|▍         | 669/15000 [3:05:11<58:56:02, 14.80s/it]
  4%|▍         | 670/15000 [3:05:48<85:18:58, 21.43s/it]
  4%|▍         | 671/15000 [3:06:02<77:00:22, 19.35s/it]
  4%|▍         | 672/15000 [3:06:17<71:32:30, 17.98s/it]
  4%|▍         | 673/15000 [3:06:32<67:30:33, 16.96s/it]
  4%|▍         | 674/15000 [3:06:46<64:36:23, 16.24s/it]
  4%|▍         | 675/15000 [3:07:01<62:57:40, 15.82s/it]
  5%|▍         | 676/15000 [3:07:15<61:21:39, 15.42s/it]
  5%|▍         | 677/15000 [3:07:30<60:30:07, 15.21s/it]
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  5%|▍         | 697/15000 [3:13:08<62:49:45, 15.81s/it]
  5%|▍   {'loss': 0.9496, 'learning_rate': 0.0001998543473718677, 'epoch': 0.13}
{'loss': 0.9496, 'learning_rate': 0.0001998543473718677, 'epoch': 0.13}
{'loss': 0.9496, 'learning_rate': 0.0001998543473718677, 'epoch': 0.13}
      | 698/15000 [3:13:22<61:25:24, 15.46s/it]
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  5%|▍         | 700/15000 [3:13:52<59:58:49, 15.10s/it]
                                                        

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  5%|▍         | 700/15000 [3:13:52<59:56:57, 15.09s/it]
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  5%|▍        /it]
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  5%|▌         | 764/15000 [3:31:45<67:33:08, 17.08s/it]
  5%|▌         | 765/15000 [3:32:00 | 748/15000 [3:27:06<58:39:31, 14.82s/it]
  5%|▍         | 749/15000 [3:27:42<84:38:41, 21.38s/it]
  5%|▌         | 750/15000 [3:27:57<76:35:48, 19.35s/it]
  5%|▌         | 751/15000 [3:28:11<71:00:17, 17.94s/it]
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  5%|▌         | 761/15000 [3:31:01<85:42:03, 21.67s/it]
  5%|▌         | 762/15000 [3:31:16<77:21:25, 19.56s/it]
  5%|▌         | 763/15000 [3:31:30<71:41:01, 18.13s/it]
  5%|▌         | 764/15000 [3:31:45<67:28:08, 17.06s/it]
  5%|▌         | 765/15000 [3:32:00
  5%|▍         | 749/15000 [3:27:42<84:44:22, 21.41s/it]
  5%|▌         | 750/15000 [3:27:57<76:36:09, 19.35s/it]
  5%|▌         | 751/15000 [3:28:11<71:00:09, 17.94s/it]
  5%|▌         | 752/15000 [3:28:26<67:09:54, 16.97s/it]
  5%|▌         | 753/15000 [3:28:41<64:16:38, 16.24s/it]
  5%|▌         | 754/15000 [3:28:55<62:28:55, 15.79s/it]
  5%|▌         | 755/15000 [3:29:10<61:07:17, 15.45s/it]
  5%|▌         | 756/15000 [3:29:25<60:09:38, 15.20s/it]
  5%|▌         | 757/15000 [3:29:39<59:21:11, 15.00s/it]
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  5%|▌         | 760/15000 [3:30:23<58:23:28, 14.76s/it]
  5%|▌         | 761/15000 [3:31:01<85:47:38, 21.69s/it]
  5%|▌         | 762/15000 [3:31:16<77:26:50, 19.58s/it]
  5%|▌         | 763/15000 [3:31:30<71:41:43, 18.13s/it]
  5%|▌         | 764/15000 [3:31:45<67:34:15, 17.09s/it]
  5%|▌         | 765/15000 [3:32:00<64:40:22, 16.36s/it]
  5%|▌         | 7<64:37:05, 16.34s/it]
  5%|▌         | 766/15000 [3:32:14<62:42:00, 15.86s/it]
  5%|▌         | 767/15000 [3:32:29<61:17:43, 15.50s/it]
  5%|▌         | 768/15000 [3:32:44<60:26:25, 15.29s/it]
  5%|▌         | 769/15000 [3:32:58<59:32:42, 15.06s/it]
  5%|▌         | 770/15000 [3:33:13<58:58:26, 14.92s/it]
  5%|▌         | 771/15000 [3:33:28<58:47:42, 14.88s/it]
  5%|▌         | 772/15000 [3:34:04<84:39:08, 21.42s/it]
  5%|▌         | 773/15000 [3:34:19<76:35:50, 19.38s/it]
  5%|▌         | 774/15000 [3:34:34<70:58:13, 17.96s/it]
  5%|▌         | 775/15000 [3:34:48<67:02:01, 16.96s/it]
  5%|▌         | 776/15000 [3:35:03<64:23:05, 16.30s/it]
  5%|▌         | 777/15000 [3:35:18<62:21:26, 15.78s/it]
  5%|▌         | 778/15000 [3:35:32<60:55:30, 15.42s/it]
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  5%|▌         | 780/15000 [3:36:02<59:22:59, 15.03s/it]
  5%|▌         | 781/15000 [3:36:16<58:50:33, 14.90s/it]
  5%|▌         | 782/15000 [3:36:31<58:27:43, 14.80s/it]<64:41:36, 16.36s/it]
  5%|▌         | 766/15000 [3:32:14<62:37:59, 15.84s/it]
  5%|▌         | 767/15000 [3:32:29<61:22:33, 15.52s/it]
  5%|▌         | 768/15000 [3:32:44<60:21:10, 15.27s/it]
  5%|▌         | 769/15000 [3:32:58<59:39:16, 15.09s/it]
  5%|▌         | 770/15000 [3:33:13<59:03:45, 14.94s/it]
  5%|▌         | 771/15000 [3:33:28<58:49:49, 14.88s/it]
  5%|▌         | 772/15000 [3:34:04<84:33:53, 21.40s/it]
  5%|▌         | 773/15000 [3:34:19<76:34:55, 19.38s/it]
  5%|▌         | 774/15000 [3:34:34<70:56:30, 17.95s/it]
  5%|▌         | 775/15000 [3:34:48<67:01:36, 16.96s/it]
  5%|▌         | 776/15000 [3:35:03<64:25:19, 16.30s/it]
  5%|▌         | 777/15000 [3:35:18<62:19:30, 15.78s/it]
  5%|▌         | 778/15000 [3:35:32<61:02:56, 15.45s/it]
  5%|▌         | 779/15000 [3:35:47<60:05:49, 15.21s/it]
  5%|▌         | 780/15000 [3:36:02<59:20:49, 15.02s/it]
  5%|▌         | 781/15000 [3:36:16<58:45:52, 14.88s/it]
  5%|▌         | 782/15000 [3:36:31<58:27:23, 14.80s/it]66/15000 [3:32:14<62:42:31, 15.86s/it]
  5%|▌         | 767/15000 [3:32:29<61:21:40, 15.52s/it]
  5%|▌         | 768/15000 [3:32:44<60:18:13, 15.25s/it]
  5%|▌         | 769/15000 [3:32:58<59:32:05, 15.06s/it]
  5%|▌         | 770/15000 [3:33:13<58:58:31, 14.92s/it]
  5%|▌         | 771/15000 [3:33:28<58:49:41, 14.88s/it]
  5%|▌         | 772/15000 [3:34:04<84:31:45, 21.39s/it]
  5%|▌         | 773/15000 [3:34:19<76:33:18, 19.37s/it]
  5%|▌         | 774/15000 [3:34:34<70:56:50, 17.95s/it]
  5%|▌         | 775/15000 [3:34:48<67:03:30, 16.97s/it]
  5%|▌         | 776/15000 [3:35:03<64:21:50, 16.29s/it]
  5%|▌         | 777/15000 [3:35:18<62:20:15, 15.78s/it]
  5%|▌         | 778/15000 [3:35:32<61:04:23, 15.46s/it]
  5%|▌         | 779/15000 [3:35:47<60:03:59, 15.21s/it]
  5%|▌         | 780/15000 [3:36:01<59:24:13, 15.04s/it]
  5%|▌         | 781/15000 [3:36:16<58:49:46, 14.89s/it]
  5%|▌         | 782/15000 [3:36:31<58:36:08, 14.84s/it]
  5%|▌         | 783/15000 [3:37:07<84:
  5%|▌         | 783/15000 [3:37:07<84:24:44, 21.37s/it]
  5%|▌         | 784/15000 [3:37:22<76:22:03, 19.34s/it]
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  5%|▌         | 786/15000 [3:37:51<66:48:58, 16.92s/it]
  5%|▌         | 787/15000 [3:38:06<64:02:38, 16.22s/it]
  5%|▌         | 788/15000 [3:38:21<62:16:14, 15.77s/it]
  5%|▌         | 789/15000 [3:38:35<60:53:22, 15.42s/it]
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  5%|▌         | 791/15000 [3:39:04<59:17:23, 15.02s/it]
  5%|▌         | 792/15000 [3:39:19<58:57:46, 14.94s/it]
  5%|▌         | 793/15000 [3:39:34<58:24:26, 14.80s/it]
  5%|▌         | 794/15000 [3:39:48<58:13:43, 14.76s/it]
  5%|▌         | 795/15000 [3:40:25<84:18:23, 21.37s/it]
  5%|▌         | 796/15000 [3:40:40<76:19:20, 19.34s/it]
  5%|▌         | 797/15000 [3:40:54<70:45:48, 17.94s/it]
  5%|▌         | 798/15000 [3:41:09<67:01:31, 16.99s/it]
  5%|▌         | 799/15000 [3:41:24<64:11:17, 16.27s/it]
  5%|▌         | 8
  5%|▌         | 783/15000 [3:37:07<84:24:53, 21.38s/it]
  5%|▌         | 784/15000 [3:37:22<76:28:51, 19.37s/it]
  5%|▌         | 785/15000 [3:37:37<70:50:18, 17.94s/it]
  5%|▌         | 786/15000 [3:37:51<66:41:00, 16.89s/it]
  5%|▌         | 787/15000 [3:38:06<64:09:52, 16.25s/it]
  5%|▌         | 788/15000 [3:38:20<62:06:17, 15.73s/it]
  5%|▌         | 789/15000 [3:38:35<60:58:32, 15.45s/it]
  5%|▌         | 790/15000 [3:38:50<59:55:38, 15.18s/it]
  5%|▌         | 791/15000 [3:39:04<59:16:39, 15.02s/it]
  5%|▌         | 792/15000 [3:39:19<58:57:51, 14.94s/it]
  5%|▌         | 793/15000 [3:39:34<58:28:45, 14.82s/it]
  5%|▌         | 794/15000 [3:39:48<58:12:24, 14.75s/it]
  5%|▌         | 795/15000 [3:40:25<84:16:03, 21.36s/it]
  5%|▌         | 796/15000 [3:40:40<76:29:40, 19.39s/it]
  5%|▌         | 797/15000 [3:40:54<70:41:34, 17.92s/it]
  5%|▌         | 798/15000 [3:41:09<67:00:23, 16.99s/it]
  5%|▌         | 799/15000 [3:41:24<64:07:33, 16.26s/it]
  5%|▌         | 8{'loss': 0.94, 'learning_rate': 0.00019971458739130598, 'epoch': 0.15}
{'loss': 0.94, 'learning_rate': 0.00019971458739130598, 'epoch': 0.15}
{'loss': 0.94, 'learning_rate': 0.00019971458739130598, 'epoch': 0.15}
22:46, 21.37s/it]
  5%|▌         | 784/15000 [3:37:22<76:24:46, 19.35s/it]
  5%|▌         | 785/15000 [3:37:37<70:44:36, 17.92s/it]
  5%|▌         | 786/15000 [3:37:51<66:49:17, 16.92s/it]
  5%|▌         | 787/15000 [3:38:06<64:05:09, 16.23s/it]
  5%|▌         | 788/15000 [3:38:20<62:13:52, 15.76s/it]
  5%|▌         | 789/15000 [3:38:35<60:56:19, 15.44s/it]
  5%|▌         | 790/15000 [3:38:50<59:56:24, 15.19s/it]
  5%|▌         | 791/15000 [3:39:04<59:18:41, 15.03s/it]
  5%|▌         | 792/15000 [3:39:19<58:49:27, 14.90s/it]
  5%|▌         | 793/15000 [3:39:34<58:24:37, 14.80s/it]
  5%|▌         | 794/15000 [3:39:48<58:10:48, 14.74s/it]
  5%|▌         | 795/15000 [3:40:25<84:25:45, 21.40s/it]
  5%|▌         | 796/15000 [3:40:40<76:21:20, 19.35s/it]
  5%|▌         | 797/15000 [3:40:54<70:47:17, 17.94s/it]
  5%|▌         | 798/15000 [3:41:09<66:57:36, 16.97s/it]
  5%|▌         | 799/15000 [3:41:24<64:08:49, 16.26s/it]
  5%|▌         | 800/15000 [3:41:38<62:07:20, 15.75s/it]
   00/15000 [3:41:38<62:14:17, 15.78s/it]
                                                        

  5%|▌         | 800/15000 [3:41:38<62:14:17, 15.78s/it]
  5%|▌         | 801/15000 [3:41:53<61:04:35, 15.49s/it]
  5%|▌         | 802/15000 [3:42:08<60:03:54, 15.23s/it]
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  5%|▌         | 806/15000 [3:43:29<84:37:25, 21.46s/it]
  5%|▌         | 807/15000 [3:43:43<76:24:38, 19.38s/it]
  5%|▌         | 808/15000 [3:43:58<71:01:57, 18.02s/it]
  5%|▌         | 809/15000 [3:44:13<66:58:29, 16.99s/it]
  5%|▌         | 810/15000 [3:44:27<64:08:21, 16.27s/it]
  5%|▌         | 811/15000 [3:44:42<62:12:29, 15.78s/it]
  5%|▌         | 812/15000 [3:44:57<61:00:28, 15.48s/it]
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  5%|▌         | 815/15000 [3:45:41<58:500/15000 [3:41:38<62:16:38, 15.79s/it]
                                                        

  5%|▌         | 800/15000 [3:41:39<62:16:38, 15.79s/it]
  5%|▌         | 801/15000 [3:41:53<60:57:50, 15.46s/it]
  5%|▌         | 802/15000 [3:42:08<60:08:55, 15.25s/it]
  5%|▌         | 803/15000 [3:42:23<59:27:15, 15.08s/it]
  5%|▌         | 804/15000 [3:42:37<59:01:03, 14.97s/it]
  5%|▌         | 805/15000 [3:42:52<58:34:37, 14.86s/it]
  5%|▌         | 806/15000 [3:43:29<84:37:00, 21.46s/it]
  5%|▌         | 807/15000 [3:43:43<76:21:22, 19.37s/it]
  5%|▌         | 808/15000 [3:43:58<70:53:36, 17.98s/it]
  5%|▌         | 809/15000 [3:44:13<67:04:02, 17.01s/it]
  5%|▌         | 810/15000 [3:44:27<64:18:23, 16.31s/it]
  5%|▌         | 811/15000 [3:44:42<62:16:35, 15.80s/it]
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  5%|▌         | 814/15000 [3:45:26<59:27:46, 15.09s/it]
  5%|▌         | 815/15000 [3:45:41<59:0                                                     

  5%|▌         | 800/15000 [3:41:38<62:07:20, 15.75s/it]
  5%|▌         | 801/15000 [3:41:53<61:04:27, 15.48s/it]
  5%|▌         | 802/15000 [3:42:08<60:06:59, 15.24s/it]
  5%|▌         | 803/15000 [3:42:23<59:32:15, 15.10s/it]
  5%|▌         | 804/15000 [3:42:37<59:03:25, 14.98s/it]
  5%|▌         | 805/15000 [3:42:52<58:37:42, 14.87s/it]
  5%|▌         | 806/15000 [3:43:29<84:28:33, 21.43s/it]
  5%|▌         | 807/15000 [3:43:43<76:31:15, 19.41s/it]
  5%|▌         | 808/15000 [3:43:58<70:55:34, 17.99s/it]
  5%|▌         | 809/15000 [3:44:13<67:05:05, 17.02s/it]
  5%|▌         | 810/15000 [3:44:27<64:10:52, 16.28s/it]
  5%|▌         | 811/15000 [3:44:42<62:17:02, 15.80s/it]
  5%|▌         | 812/15000 [3:44:57<60:59:54, 15.48s/it]
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  5%|▌         | 818/15000 [3:46:47<76:14:18, 19.35s/it]
  5%|▌         | 819/15000 [3:47:01<70:40:13, 17.94s/it]
  5%|▌         | 820/15000 [3:47:16<66:40:02, 16.93s/it]
  5%|▌         | 821/15000 [3:47:30<63:59:06, 16.25s/it]
  5%|▌         | 822/15000 [3:47:45<62:10:40, 15.79s/it]
  5%|▌         | 823/15000 [3:48:00<60:52:19, 15.46s/it]
  5%|▌         | 824/15000 [3:48:15<59:57:32, 15.23s/it]
  6%|▌         | 825/15000 [3:48:29<59:20:34, 15.07s/it]
  6%|▌         | 826/15000 [3:48:44<58:52:33, 14.95s/it]
  6%|▌         | 827/15000 [3:48:59<58:27:43, 14.85s/it]
  6%|▌         | 828/15000 [3:49:13<58:15:50, 14.80s/it]
  6%|▌         | 829/15000 [3:49:50<84:03:53, 21.36s/it]
  6%|▌         | 830/15000 [3:50:05<76:07:30, 19.34s/it]
  6%|▌         | 831/15000 [3:50:19<70:42:09, 17.96s/it]
  6%|▌         | 832/15000 [3:50:34<66:45:35, 16.96s/it]
  6%|▌         | 833/15000 [3:50:49<64:05:325:38, 14.96s/it]
  5%|▌         | 816/15000 [3:45:56<58:39:40, 14.89s/it]
  5%|▌         | 817/15000 [3:46:32<84:16:17, 21.39s/it]
  5%|▌         | 818/15000 [3:46:47<76:18:59, 19.37s/it]
  5%|▌         | 819/15000 [3:47:01<70:37:40, 17.93s/it]
  5%|▌         | 820/15000 [3:47:16<66:45:43, 16.95s/it]
  5%|▌         | 821/15000 [3:47:31<64:02:15, 16.26s/it]
  5%|▌         | 822/15000 [3:47:45<62:11:23, 15.79s/it]
  5%|▌         | 823/15000 [3:48:00<60:49:36, 15.45s/it]
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  6%|▌{'loss': 0.9312, 'learning_rate': 0.0001995283421166614, 'epoch': 0.17}
         | 885/15000 [4:05:00<57:54:27, 14.77s/it]
  6%|▌         | 886/15000 [4:05:37<83:45:53, 21.37s/it]
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  6%|▌         | 900/15000 [4:09:25<66:40:16, 17.02s/it]
                                                        

  6%|▌         | 900/15000 [{'loss': 0.9312, 'learning_rate': 0.0001995283421166614, 'epoch': 0.17}
         | 885/15000 [4:05:00<57:50:36, 14.75s/it]
  6%|▌         | 886/15000 [4:05:37<83:48:36, 21.38s/it]
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  6%|▌         | 900/15000 [4:09:25<66:39:19, 17.02s/it]
                                                        

  6%|▌         | 900/15000 [{'loss': 0.9312, 'learning_rate': 0.0001995283421166614, 'epoch': 0.17}
.77s/it]
  6%|▌         | 886/15000 [4:05:37<83:49:50, 21.38s/it]
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  6%|▌     4:09:25<66:39:19, 17.02s/it]
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  6%|▌     91s/it]
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  6%|▌     :11<58:02:33, 14.84s/it]
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  7%|▋         it]
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{'loss': 0.923, 'learning_rate': 0.00019929569837240564, 'epoch': 0.19}
{'loss': 0.923, 'learning_rate': 0.00019929569837240564, 'epoch': 0.19}
{'loss': 0.923, 'learning_rate': 0.00019929569837240564, 'epoch': 0.19}
| 987/15000 [4:33:16<57:44:35, 14.83s/it]
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  7%|▋         | 1049/15000 [4:50:39<63:14:17, 16.32s/it]
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  7%|▋         | 1051/15000 [4:51:08<59:59:31, 15.48s/it]
  7%|▋         | 1052/15000 [4:51:23<59:05:57, 15.25s/it]
  7%|▋         | 1053/15000 [4:51:38<58:31:28, 15.11s/it]
  7%|▋         | 1054/15000, 15.05s/it]
  7%|▋         | 1054/15000 [4:51:53<58:01:36, 14.98s/it]
  7%|▋         | 1055/15000 [4:52:07<57:38:02, 14.88s/it]
  7%|▋         | 1056/15000 [4:52:44<83:04:07, 21.45s/it]
  7%|▋         | 1057/15000 [4:52:59<75:10:18, 19.41s/it]
  7%|▋         | 1058/15000 [4:53:13<69:32:11, 17.96s/it]
  7%|▋         | 1059/15000 [4:53:28<65:37:54, 16.95s/it]
  7%|▋         | 1060/15000 [4:53:43<62:54:56, 16.25s/it]
  7%|▋         | 1061/15000 [4:53:57<61:05:49, 15.78s/it]
  7%|▋         | 1062/15000 [4:54:12<59:47:02, 15.44s/it]
  7%|▋         | 1063/15000 [4:54:27<58:56:27, 15.22s/it]
  7%|▋         | 1064/15000 [4:54:41<58:14:28, 15.05s/it]
  7%|▋         | 1065/15000 [4:54:56<57:49:52, 14.94s/it]
  7%|▋         | 1066/15000 [4:55:10<57:26:12, 14.84s/it]
  7%|▋         | 1067/15000 [4:55:47<83:07:45, 21.48s/it]
  7%|▋         | 1068/15000 [4:56:02<75:01:07, 19.38s/it]
  7%|▋         | 1069/15000 [4:56:17<69:36:38, 17.99s/it]
  7%|▋         | 1070/15000 [4:56:31<65:44:30, 16, 15.05s/it]
  7%|▋         | 1054/15000 [4:51:53<58:04:34, 14.99s/it]
  7%|▋         | 1055/15000 [4:52:07<57:45:58, 14.91s/it]
  7%|▋         | 1056/15000 [4:52:44<83:03:20, 21.44s/it]
  7%|▋         | 1057/15000 [4:52:59<75:06:20, 19.39s/it]
  7%|▋         | 1058/15000 [4:53:13<69:31:26, 17.95s/it]
  7%|▋         | 1059/15000 [4:53:28<65:31:45, 16.92s/it]
  7%|▋         | 1060/15000 [4:53:43<63:00:20, 16.27s/it]
  7%|▋         | 1061/15000 [4:53:57<61:08:40, 15.79s/it]
  7%|▋         | 1062/15000 [4:54:12<59:45:24, 15.43s/it]
  7%|▋         | 1063/15000 [4:54:27<58:55:52, 15.22s/it]
  7%|▋         | 1064/15000 [4:54:41<58:16:56, 15.06s/it]
  7%|▋         | 1065/15000 [4:54:56<57:55:02, 14.96s/it]
  7%|▋         | 1066/15000 [4:55:10<57:24:48, 14.83s/it]
  7%|▋         | 1067/15000 [4:55:47<83:02:51, 21.46s/it]
  7%|▋         | 1068/15000 [4:56:02<75:06:03, 19.41s/it]
  7%|▋         | 1069/15000 [4:56:17<69:30:47, 17.96s/it]
  7%|▋         | 1070/15000 [4:56:31<65:43:02, 16 [4:51:53<58:02:10, 14.98s/it]
  7%|▋         | 1055/15000 [4:52:07<57:40:21, 14.89s/it]
  7%|▋         | 1056/15000 [4:52:44<82:59:04, 21.42s/it]
  7%|▋         | 1057/15000 [4:52:59<75:05:14, 19.39s/it]
  7%|▋         | 1058/15000 [4:53:13<69:25:32, 17.93s/it]
  7%|▋         | 1059/15000 [4:53:28<65:41:21, 16.96s/it]
  7%|▋         | 1060/15000 [4:53:42<62:58:45, 16.26s/it]
  7%|▋         | 1061/15000 [4:53:57<61:01:30, 15.76s/it]
  7%|▋         | 1062/15000 [4:54:12<59:49:50, 15.45s/it]
  7%|▋         | 1063/15000 [4:54:26<58:56:34, 15.23s/it]
  7%|▋         | 1064/15000 [4:54:41<58:17:47, 15.06s/it]
  7%|▋         | 1065/15000 [4:54:56<57:51:24, 14.95s/it]
  7%|▋         | 1066/15000 [4:55:10<57:26:45, 14.84s/it]
  7%|▋         | 1067/15000 [4:55:47<83:02:48, 21.46s/it]
  7%|▋         | 1068/15000 [4:56:02<75:02:59, 19.39s/it]
  7%|▋         | 1069/15000 [4:56:17<69:34:48, 17.98s/it]
  7%|▋         | 1070/15000 [4:56:31<65:48:10, 17.01s/it]
  7%|▋         | 1071/15000 [4:.99s/it]
  7%|▋         | 1071/15000 [4:56:46<63:07:39, 16.32s/it]
  7%|▋         | 1072/15000 [4:57:01<61:15:24, 15.83s/it]
  7%|▋         | 1073/15000 [4:57:15<59:55:12, 15.49s/it]
  7%|▋         | 1074/15000 [4:57:30<58:57:23, 15.24s/it]
  7%|▋         | 1075/15000 [4:57:45<58:20:55, 15.08s/it]
  7%|▋         | 1076/15000 [4:57:59<57:48:21, 14.95s/it]
  7%|▋         | 1077/15000 [4:58:14<57:26:11, 14.85s/it]
  7%|▋         | 1078/15000 [4:58:29<57:15:51, 14.81s/it]
  7%|▋         | 1079/15000 [4:59:05<82:33:33, 21.35s/it]
  7%|▋         | 1080/15000 [4:59:20<74:39:23, 19.31s/it]
  7%|▋         | 1081/15000 [4:59:35<69:18:44, 17.93s/it]
  7%|▋         | 1082/15000 [4:59:49<65:32:40, 16.95s/it]
  7%|▋         | 1083/15000 [5:00:04<62:51:28, 16.26s/it]
  7%|▋         | 1084/15000 [5:00:19<61:05:08, 15.80s/it]
  7%|▋         | 1085/15000 [5:00:33<59:35:58, 15.42s/it]
  7%|▋         | 1086/15000 [5:00:48<58:41:45, 15.19s/it]
  7%|▋         | 1087/15000 [5:01:03<58:03:17, 15.02s.98s/it]
  7%|▋         | 1071/15000 [4:56:46<63:01:44, 16.29s/it]
  7%|▋         | 1072/15000 [4:57:01<61:15:34, 15.83s/it]
  7%|▋         | 1073/15000 [4:57:15<59:47:43, 15.46s/it]
  7%|▋         | 1074/15000 [4:57:30<59:04:04, 15.27s/it]
  7%|▋         | 1075/15000 [4:57:45<58:21:39, 15.09s/it]
  7%|▋         | 1076/15000 [4:57:59<57:44:53, 14.93s/it]
  7%|▋         | 1077/15000 [4:58:14<57:31:48, 14.88s/it]
  7%|▋         | 1078/15000 [4:58:29<57:14:50, 14.80s/it]
  7%|▋         | 1079/15000 [4:59:05<82:31:46, 21.34s/it]
  7%|▋         | 1080/15000 [4:59:20<74:47:15, 19.34s/it]
  7%|▋         | 1081/15000 [4:59:35<69:20:58, 17.94s/it]
  7%|▋         | 1082/15000 [4:59:49<65:24:07, 16.92s/it]
  7%|▋         | 1083/15000 [5:00:04<63:01:19, 16.30s/it]
  7%|▋         | 1084/15000 [5:00:19<61:03:02, 15.79s/it]
  7%|▋         | 1085/15000 [5:00:33<59:32:14, 15.40s/it]
  7%|▋         | 1086/15000 [5:00:48<58:43:49, 15.20s/it]
  7%|▋         | 1087/15000 [5:01:03<58:02:54, 15.02s56:46<63:05:25, 16.31s/it]
  7%|▋         | 1072/15000 [4:57:01<61:13:27, 15.82s/it]
  7%|▋         | 1073/15000 [4:57:15<59:54:51, 15.49s/it]
  7%|▋         | 1074/15000 [4:57:30<58:59:10, 15.25s/it]
  7%|▋         | 1075/15000 [4:57:45<58:23:28, 15.10s/it]
  7%|▋         | 1076/15000 [4:57:59<57:51:37, 14.96s/it]
  7%|▋         | 1077/15000 [4:58:14<57:33:25, 14.88s/it]
  7%|▋         | 1078/15000 [4:58:29<57:20:19, 14.83s/it]
  7%|▋         | 1079/15000 [4:59:05<82:28:10, 21.33s/it]
  7%|▋         | 1080/15000 [4:59:20<74:39:58, 19.31s/it]
  7%|▋         | 1081/15000 [4:59:35<69:16:07, 17.92s/it]
  7%|▋         | 1082/15000 [4:59:49<65:32:39, 16.95s/it]
  7%|▋         | 1083/15000 [5:00:04<62:56:29, 16.28s/it]
  7%|▋         | 1084/15000 [5:00:19<60:56:30, 15.77s/it]
  7%|▋         | 1085/15000 [5:00:33<59:39:23, 15.43s/it]
  7%|▋         | 1086/15000 [5:00:48<58:41:22, 15.18s/it]
  7%|▋         | 1087/15000 [5:01:03<58:07:41, 15.04s/it]
  7%|▋         | 1088/15000 [5:01:1{'loss': 0.9178, 'learning_rate': 0.00019901676461321068, 'epoch': 0.21}
{'loss': 0.9178, 'learning_rate': 0.00019901676461321068, 'epoch': 0.21}
{'loss': 0.9178, 'learning_rate': 0.00019901676461321068, 'epoch': 0.21}
7<57:41:51, 14.93s/it]
  7%|▋         | 1089/15000 [5:01:32<57:24:31, 14.86s/it]
  7%|▋         | 1090/15000 [5:02:09<82:48:03, 21.43s/it]
  7%|▋         | 1091/15000 [5:02:23<75:00:40, 19.41s/it]
  7%|▋         | 1092/15000 [5:02:38<69:27:55, 17.98s/it]
  7%|▋         | 1093/15000 [5:02:53<65:35:09, 16.98s/it]
  7%|▋         | 1094/15000 [5:03:07<62:58:37, 16.30s/it]
  7%|▋         | 1095/15000 [5:03:22<61:03:16, 15.81s/it]
  7%|▋         | 1096/15000 [5:03:37<59:46:02, 15.47s/it]
  7%|▋         | 1097/15000 [5:03:51<58:48:41, 15.23s/it]
  7%|▋         | 1098/15000 [5:04:06<58:10:06, 15.06s/it]
  7%|▋         | 1099/15000 [5:04:21<57:44:30, 14.95s/it]
  7%|▋         | 1100/15000 [5:04:35<57:15:13, 14.83s/it]
                                                         

  7%|▋         | 1100/15000 [5:04:36<57:15:13, 14.83s/it]
  7%|▋         | 1101/15000 [5:05:13<83:09:50, 21.54s/it]
  7%|▋         | 1102/15000 [5:05:27<75:12:01, 19.48s/it]
  7%|▋         | 1103/15000 [5:05:42<69:/it]
  7%|▋         | 1088/15000 [5:01:17<57:39:20, 14.92s/it]
  7%|▋         | 1089/15000 [5:01:32<57:18:10, 14.83s/it]
  7%|▋         | 1090/15000 [5:02:09<82:51:03, 21.44s/it]
  7%|▋         | 1091/15000 [5:02:23<74:59:07, 19.41s/it]
  7%|▋         | 1092/15000 [5:02:38<69:27:36, 17.98s/it]
  7%|▋         | 1093/15000 [5:02:53<65:35:26, 16.98s/it]
  7%|▋         | 1094/15000 [5:03:07<63:00:23, 16.31s/it]
  7%|▋         | 1095/15000 [5:03:22<61:03:12, 15.81s/it]
  7%|▋         | 1096/15000 [5:03:37<59:46:06, 15.48s/it]
  7%|▋         | 1097/15000 [5:03:52<58:58:39, 15.27s/it]
  7%|▋         | 1098/15000 [5:04:06<58:11:07, 15.07s/it]
  7%|▋         | 1099/15000 [5:04:21<57:42:40, 14.95s/it]
  7%|▋         | 1100/15000 [5:04:35<57:19:27, 14.85s/it]
                                                         

  7%|▋         | 1100/15000 [5:04:36<57:19:27, 14.85s/it]
  7%|▋         | 1101/15000 [5:05:13<83:07:04, 21.53s/it]
  7%|▋         | 1102/15000 [5:05:27<75:08:55, 19.47s/it]
/it]
  7%|▋         | 1088/15000 [5:01:17<57:44:42, 14.94s/it]
  7%|▋         | 1089/15000 [5:01:32<57:18:49, 14.83s/it]
  7%|▋         | 1090/15000 [5:02:09<82:59:21, 21.48s/it]
  7%|▋         | 1091/15000 [5:02:23<74:56:19, 19.40s/it]
  7%|▋         | 1092/15000 [5:02:38<69:28:48, 17.98s/it]
  7%|▋         | 1093/15000 [5:02:53<65:37:55, 16.99s/it]
  7%|▋         | 1094/15000 [5:03:07<62:55:53, 16.29s/it]
  7%|▋         | 1095/15000 [5:03:22<60:56:04, 15.78s/it]
  7%|▋         | 1096/15000 [5:03:37<59:43:50, 15.47s/it]
  7%|▋         | 1097/15000 [5:03:51<58:49:46, 15.23s/it]
  7%|▋         | 1098/15000 [5:04:06<58:18:23, 15.10s/it]
  7%|▋         | 1099/15000 [5:04:21<57:41:09, 14.94s/it]
  7%|▋         | 1100/15000 [5:04:35<57:20:35, 14.85s/it]
                                                         

  7%|▋         | 1100/15000 [5:04:36<57:20:35, 14.85s/it]
  7%|▋         | 1101/15000 [5:05:13<83:05:39, 21.52s/it]
  7%|▋         | 1102/15000 [5:05:27<75:04:28, 19.45s/it]
  7%|▋         | 1103/15000 [5:05:42<69:37:54, 18.04s/it]
  7%|▋         | 1104/15000 [5:05:56<65:33:42, 16.98s/it]
  7%|▋         | 1105/15000 [5:06:11<62:51:01, 16.28s/it]
  7%|▋         | 1106/15000 [5:06:26<61:06:59, 15.84s/it]
  7%|▋         | 1107/15000 [5:06:40<59:40:48, 15.46s/it]
  7%|▋         | 1108/15000 [5:06:55<58:43:50, 15.22s/it]
  7%|▋         | 1109/15000 [5:07:10<58:01:40, 15.04s/it]
  7%|▋         | 1110/15000 [5:07:24<57:26:51, 14.89s/it]
  7%|▋         | 1111/15000 [5:07:39<57:15:19, 14.84s/it]
  7%|▋         | 1112/15000 [5:07:54<56:56:25, 14.76s/it]
  7%|▋         | 1113/15000 [5:08:30<82:34:47, 21.41s/it]
  7%|▋         | 1114/15000 [5:08:45<74:29:45, 19.31s/it]
  7%|▋         | 1115/15000 [5:09:00<69:08:52, 17.93s/it]
  7%|▋         | 1116/15000 [5:09:14<65:19:07, 16.94s/it]
  7%|▋         | 1117/15000 [5:09:29<62:37:11, 16.24s/it]
  7%|▋         | 1118/15000 [5:09:43<60:44:40, 15.75s/it]
  7%|▋         | 1119/15000 [5:09:58<59:41:51, 15.48s/it]
  7%28:47, 18.00s/it]
  7%|▋         | 1104/15000 [5:05:56<65:29:20, 16.97s/it]
  7%|▋         | 1105/15000 [5:06:11<62:55:41, 16.30s/it]
  7%|▋         | 1106/15000 [5:06:26<60:58:36, 15.80s/it]
  7%|▋         | 1107/15000 [5:06:40<59:43:26, 15.48s/it]
  7%|▋         | 1108/15000 [5:06:55<58:45:13, 15.23s/it]
  7%|▋         | 1109/15000 [5:07:10<57:55:39, 15.01s/it]
  7%|▋         | 1110/15000 [5:07:24<57:34:21, 14.92s/it]
  7%|▋         | 1111/15000 [5:07:39<57:19:33, 14.86s/it]
  7%|▋         | 1112/15000 [5:07:54<56:58:42, 14.77s/it]
  7%|▋         | 1113/15000 [5:08:30<82:29:03, 21.38s/it]
  7%|▋         | 1114/15000 [5:08:45<74:33:15, 19.33s/it]
  7%|▋         | 1115/15000 [5:09:00<69:10:17, 17.93s/it]
  7%|▋         | 1116/15000 [5:09:14<65:14:14, 16.92s/it]
  7%|▋         | 1117/15000 [5:09:29<62:39:24, 16.25s/it]
  7%|▋         | 1118/15000 [5:09:43<60:53:08, 15.79s/it]
  7%|▋         | 1119/15000 [5:09:58<59:31:13, 15.44s/it]
  7%|▋         | 1120/15000 [5:10:13<58:40:0  7%|▋         | 1103/15000 [5:05:42<69:31:49, 18.01s/it]
  7%|▋         | 1104/15000 [5:05:56<65:36:02, 17.00s/it]
  7%|▋         | 1105/15000 [5:06:11<62:50:38, 16.28s/it]
  7%|▋         | 1106/15000 [5:06:26<61:02:14, 15.82s/it]
  7%|▋         | 1107/15000 [5:06:40<59:41:30, 15.47s/it]
  7%|▋         | 1108/15000 [5:06:55<58:49:57, 15.25s/it]
  7%|▋         | 1109/15000 [5:07:10<57:53:56, 15.01s/it]
  7%|▋         | 1110/15000 [5:07:24<57:26:54, 14.89s/it]
  7%|▋         | 1111/15000 [5:07:39<57:16:33, 14.85s/it]
  7%|▋         | 1112/15000 [5:07:54<56:58:50, 14.77s/it]
  7%|▋         | 1113/15000 [5:08:30<82:34:02, 21.40s/it]
  7%|▋         | 1114/15000 [5:08:45<74:33:49, 19.33s/it]
  7%|▋         | 1115/15000 [5:09:00<69:08:31, 17.93s/it]
  7%|▋         | 1116/15000 [5:09:14<65:20:37, 16.94s/it]
  7%|▋         | 1117/15000 [5:09:29<62:32:21, 16.22s/it]
  7%|▋         | 1118/15000 [5:09:43<60:48:35, 15.77s/it]
  7%|▋         | 1119/15000 [5:09:58<59:32:51, 15.44s/it]
  7%6, 15.22s/it]
  7%|▋         | 1121/15000 [5:10:27<57:59:46, 15.04s/it]
  7%|▋         | 1122/15000 [5:10:42<57:37:47, 14.95s/it]
  7%|▋         | 1123/15000 [5:10:57<57:23:44, 14.89s/it]
  7%|▋         | 1124/15000 [5:11:34<82:45:55, 21.47s/it]
  8%|▊         | 1125/15000 [5:11:48<74:53:36, 19.43s/it]
  8%|▊         | 1126/15000 [5:12:03<69:21:47, 18.00s/it]
  8%|▊         | 1127/15000 [5:12:18<65:30:42, 17.00s/it]
  8%|▊         | 1128/15000 [5:12:32<62:51:55, 16.31s/it]
  8%|▊         | 1129/15000 [5:12:47<60:56:50, 15.82s/it]
  8%|▊         | 1130/15000 [5:13:02<59:42:41, 15.50s/it]
  8%|▊         | 1131/15000 [5:13:17<58:43:57, 15.25s/it]
  8%|▊         | 1132/15000 [5:13:31<57:59:44, 15.06s/it]
  8%|▊         | 1133/15000 [5:13:46<57:32:29, 14.94s/it]
  8%|▊         | 1134/15000 [5:14:00<57:12:16, 14.85s/it]
  8%|▊         | 1135/15000 [5:14:15<56:56:29, 14.78s/it]
  8%|▊         | 1136/15000 [5:14:52<82:25:09, 21.40s/it]
  8%|▊         | 1137/15000 [5:15:07<74:37:39, 1|▋         | 1120/15000 [5:10:13<58:41:36, 15.22s/it]
  7%|▋         | 1121/15000 [5:10:28<58:06:27, 15.07s/it]
  7%|▋         | 1122/15000 [5:10:42<57:37:23, 14.95s/it]
  7%|▋         | 1123/15000 [5:10:57<57:24:19, 14.89s/it]
  7%|▋         | 1124/15000 [5:11:34<82:42:35, 21.46s/it]
  8%|▊         | 1125/15000 [5:11:49<74:53:41, 19.43s/it]
  8%|▊         | 1126/15000 [5:12:03<69:16:44, 17.98s/it]
  8%|▊         | 1127/15000 [5:12:18<65:28:09, 16.99s/it]
  8%|▊         | 1128/15000 [5:12:33<62:51:39, 16.31s/it]
  8%|▊         | 1129/15000 [5:12:47<60:57:49, 15.82s/it]
  8%|▊         | 1130/15000 [5:13:02<59:41:06, 15.49s/it]
  8%|▊         | 1131/15000 [5:13:17<58:39:01, 15.22s/it]
  8%|▊         | 1132/15000 [5:13:31<58:08:48, 15.09s/it]
  8%|▊         | 1133/15000 [5:13:46<57:30:27, 14.93s/it]
  8%|▊         | 1134/15000 [5:14:01<57:14:30, 14.86s/it]
  8%|▊         | 1135/15000 [5:14:15<56:59:41, 14.80s/it]
  8%|▊         | 1136/15000 [5:14:52<82:32:15, 21.43s/it]
  8%|▊|▋         | 1120/15000 [5:10:13<58:35:26, 15.20s/it]
  7%|▋         | 1121/15000 [5:10:28<58:03:05, 15.06s/it]
  7%|▋         | 1122/15000 [5:10:42<57:31:10, 14.92s/it]
  7%|▋         | 1123/15000 [5:10:57<57:27:13, 14.90s/it]
  7%|▋         | 1124/15000 [5:11:34<82:54:00, 21.51s/it]
  8%|▊         | 1125/15000 [5:11:49<74:53:18, 19.43s/it]
  8%|▊         | 1126/15000 [5:12:03<69:22:17, 18.00s/it]
  8%|▊         | 1127/15000 [5:12:18<65:35:58, 17.02s/it]
  8%|▊         | 1128/15000 [5:12:33<62:48:44, 16.30s/it]
  8%|▊         | 1129/15000 [5:12:47<60:56:42, 15.82s/it]
  8%|▊         | 1130/15000 [5:13:02<59:34:41, 15.46s/it]
  8%|▊         | 1131/15000 [5:13:17<58:45:25, 15.25s/it]
  8%|▊         | 1132/15000 [5:13:31<58:01:17, 15.06s/it]
  8%|▊         | 1133/15000 [5:13:46<57:33:52, 14.94s/it]
  8%|▊         | 1134/15000 [5:14:01<57:14:08, 14.86s/it]
  8%|▊         | 1135/15000 [5:14:15<57:00:19, 14.80s/it]
  8%|▊         | 1136/15000 [5:14:52<82:30:12, 21.42s/it]
  8%|▊         | 1137/15000 [5:15:07<74:34:28, 19.37s/it]
  8%|▊         | 1138/15000 [5:15:21<69:08:52, 17.96s/it]
  8%|▊         | 1139/15000 [5:15:36<65:27:39, 17.00s/it]
  8%|▊         | 1140/15000 [5:15:51<62:45:35, 16.30s/it]
  8%|▊         | 1141/15000 [5:16:05<60:50:33, 15.80s/it]
  8%|▊         | 1142/15000 [5:16:20<59:27:30, 15.45s/it]
  8%|▊         | 1143/15000 [5:16:35<58:33:31, 15.21s/it]
  8%|▊         | 1144/15000 [5:16:49<57:55:16, 15.05s/it]
  8%|▊         | 1145/15000 [5:17:04<57:21:46, 14.90s/it]
  8%|▊         | 1146/15000 [5:17:19<57:16:08, 14.88s/it]
  8%|▊         | 1147/15000 [5:17:56<82:39:36, 21.48s/it]
  8%|▊         | 1148/15000 [5:18:10<74:47:02, 19.44s/it]
  8%|▊         | 1149/15000 [5:18:25<69:12:06, 17.99s/it]
  8%|▊         | 1150/15000 [5:18:39<65:17:01, 16.97s/it]
  8%|▊         | 1151/15000 [5:18:54<62:37:33, 16.28s/it]
  8%|▊         | 1152/15000 [5:19:09<60:55:10, 15.84s/it]
  8%|▊         | 1153/15000 [5:19:24<59:26:51, 15.46s/it]
  8%|▊    9.38s/it]
  8%|▊         | 1138/15000 [5:15:21<69:15:50, 17.99s/it]
  8%|▊         | 1139/15000 [5:15:36<65:20:40, 16.97s/it]
  8%|▊         | 1140/15000 [5:15:51<62:45:08, 16.30s/it]
  8%|▊         | 1141/15000 [5:16:05<60:48:30, 15.80s/it]
  8%|▊         | 1142/15000 [5:16:20<59:26:58, 15.44s/it]
  8%|▊         | 1143/15000 [5:16:35<58:29:46, 15.20s/it]
  8%|▊         | 1144/15000 [5:16:49<57:54:18, 15.04s/it]
  8%|▊         | 1145/15000 [5:17:04<57:30:04, 14.94s/it]
  8%|▊         | 1146/15000 [5:17:19<57:11:09, 14.86s/it]
  8%|▊         | 1147/15000 [5:17:56<82:40:51, 21.49s/it]
  8%|▊         | 1148/15000 [5:18:10<74:39:39, 19.40s/it]
  8%|▊         | 1149/15000 [5:18:25<69:09:28, 17.97s/it]
  8%|▊         | 1150/15000 [5:18:39<65:23:13, 17.00s/it]
  8%|▊         | 1151/15000 [5:18:54<62:49:48, 16.33s/it]
  8%|▊         | 1152/15000 [5:19:09<60:50:11, 15.82s/it]
  8%|▊         | 1153/15000 [5:19:24<59:36:13, 15.50s/it]
  8%|▊         | 1154/15000 [5:19:38<58:35:42, 15.23         | 1137/15000 [5:15:07<74:36:10, 19.37s/it]
  8%|▊         | 1138/15000 [5:15:21<69:12:42, 17.97s/it]
  8%|▊         | 1139/15000 [5:15:36<65:20:39, 16.97s/it]
  8%|▊         | 1140/15000 [5:15:51<62:46:58, 16.31s/it]
  8%|▊         | 1141/15000 [5:16:05<60:53:08, 15.82s/it]
  8%|▊         | 1142/15000 [5:16:20<59:27:42, 15.45s/it]
  8%|▊         | 1143/15000 [5:16:35<58:25:32, 15.18s/it]
  8%|▊         | 1144/15000 [5:16:49<57:54:56, 15.05s/it]
  8%|▊         | 1145/15000 [5:17:04<57:30:17, 14.94s/it]
  8%|▊         | 1146/15000 [5:17:19<57:17:05, 14.89s/it]
  8%|▊         | 1147/15000 [5:17:56<82:33:27, 21.45s/it]
  8%|▊         | 1148/15000 [5:18:10<74:43:34, 19.42s/it]
  8%|▊         | 1149/15000 [5:18:25<69:08:21, 17.97s/it]
  8%|▊         | 1150/15000 [5:18:40<65:21:05, 16.99s/it]
  8%|▊         | 1151/15000 [5:18:54<62:44:48, 16.31s/it]
  8%|▊         | 1152/15000 [5:19:09<60:56:33, 15.84s/it]
  8%|▊         | 1153/15000 [5:19:24<59:33:22, 15.48s/it]
  8%|▊    s/it]
  8%|▊         | 1155/15000 [5:19:53<57:56:32, 15.07s/it]
  8%|▊         | 1156/15000 [5:20:08<58:30:56, 15.22s/it]
  8%|▊         | 1157/15000 [5:20:23<57:52:05, 15.05s/it]
  8%|▊         | 1158/15000 [5:21:00<83:20:31, 21.68s/it]
  8%|▊         | 1159/15000 [5:21:15<75:13:47, 19.57s/it]
  8%|▊         | 1160/15000 [5:21:29<69:29:35, 18.08s/it]
  8%|▊         | 1161/15000 [5:21:44<65:38:36, 17.08s/it]
  8%|▊         | 1162/15000 [5:21:59<63:04:35, 16.41s/it]
  8%|▊         | 1163/15000 [5:22:14<61:07:33, 15.90s/it]
  8%|▊         | 1164/15000 [5:22:29<59:43:52, 15.54s/it]
  8%|▊         | 1165/15000 [5:22:43<58:46:26, 15.29s/it]
  8%|▊         | 1166/15000 [5:22:58<58:03:09, 15.11s/it]
  8%|▊         | 1167/15000 [5:23:13<57:29:39, 14.96s/it]
  8%|▊         | 1168/15000 [5:23:27<57:12:29, 14.89s/it]
  8%|▊         | 1169/15000 [5:23:42<56:52:02, 14.80s/it]
  8%|▊         | 1170/15000 [5:24:19<82:37:17, 21.51s/it]
  8%|▊         | 1171/15000 [5:24:34<75:06:39, 19.55s/it     | 1154/15000 [5:19:38<58:30:58, 15.21s/it]
  8%|▊         | 1155/15000 [5:19:53<58:02:57, 15.09s/it]
  8%|▊         | 1156/15000 [5:20:08<58:29:24, 15.21s/it]
  8%|▊         | 1157/15000 [5:20:23<57:59:09, 15.08s/it]
  8%|▊         | 1158/15000 [5:21:00<83:20:42, 21.68s/it]
  8%|▊         | 1159/15000 [5:21:15<75:13:23, 19.57s/it]
  8%|▊         | 1160/15000 [5:21:30<69:36:30, 18.11s/it]
  8%|▊         | 1161/15000 [5:21:44<65:31:05, 17.04s/it]
  8%|▊         | 1162/15000 [5:21:59<63:04:03, 16.41s/it]
  8%|▊         | 1163/15000 [5:22:14<61:09:02, 15.91s/it]
  8%|▊         | 1164/15000 [5:22:29<59:47:52, 15.56s/it]
  8%|▊         | 1165/15000 [5:22:43<58:49:17, 15.31s/it]
  8%|▊         | 1166/15000 [5:22:58<58:06:36, 15.12s/it]
  8%|▊         | 1167/15000 [5:23:13<57:21:13, 14.93s/it]
  8%|▊         | 1168/15000 [5:23:27<57:12:37, 14.89s/it]
  8%|▊         | 1169/15000 [5:23:42<56:57:30, 14.83s/it]
  8%|▊         | 1170/15000 [5:24:19<82:39:21, 21.52s/it]
  8%|▊             | 1154/15000 [5:19:38<58:40:09, 15.25s/it]
  8%|▊         | 1155/15000 [5:19:53<57:59:48, 15.08s/it]
  8%|▊         | 1156/15000 [5:20:09<58:24:28, 15.19s/it]
  8%|▊         | 1157/15000 [5:20:23<57:55:00, 15.06s/it]
  8%|▊         | 1158/15000 [5:21:00<83:19:45, 21.67s/it]
  8%|▊         | 1159/15000 [5:21:15<75:14:27, 19.57s/it]
  8%|▊         | 1160/15000 [5:21:30<69:28:31, 18.07s/it]
  8%|▊         | 1161/15000 [5:21:44<65:34:17, 17.06s/it]
  8%|▊         | 1162/15000 [5:21:59<62:55:32, 16.37s/it]
  8%|▊         | 1163/15000 [5:22:14<61:14:07, 15.93s/it]
  8%|▊         | 1164/15000 [5:22:29<59:46:43, 15.55s/it]
  8%|▊         | 1165/15000 [5:22:43<58:46:13, 15.29s/it]
  8%|▊         | 1166/15000 [5:22:58<58:04:53, 15.11s/it]
  8%|▊         | 1167/15000 [5:23:13<57:26:33, 14.95s/it]
  8%|▊         | 1168/15000 [5:23:27<57:09:31, 14.88s/it]
  8%|▊         | 1169/15000 [5:23:42<56:57:54, 14.83s/it]
  8%|▊         | 1170/15000 [5:24:19<82:42:37, 21.53s/it]
  8%|▊         | 1171/15000 [5:24:34<75:05:31, 19.55s/it]
  8%|▊         | 1172/15000 [5:24:49<69:31:37, 18.10s/it]
  8%|▊         | 1173/15000 [5:25:03<65:33:33, 17.07s/it]
  8%|▊         | 1174/15000 [5:25:18<62:54:03, 16.38s/it]
  8%|▊         | 1175/15000 [5:25:33<61:01:56, 15.89s/it]
  8%|▊         | 1176/15000 [5:25:48<59:38:51, 15.53s/it]
  8%|▊         | 1177/15000 [5:26:02<58:38:34, 15.27s/it]
  8%|▊         | 1178/15000 [5:26:17<58:00:20, 15.11s/it]
  8%|▊         | 1179/15000 [5:26:32<57:28:31, 14.97s/it]
  8%|▊         | 1180/15000 [5:26:46<57:08:46, 14.89s/it]
  8%|▊         | 1181/15000 [5:27:23<82:30:55, 21.50s/it]
  8%|▊         | 1182/15000 [5:27:38<74:44:40, 19.47s/it]
  8%|▊         | 1183/15000 [5:27:53<69:14:26, 18.04s/it]
  8%|▊         | 1184/15000 [5:28:07<65:10:06, 16.98s/it]
  8%|▊         | 1185/15000 [5:28:22<62:28:52, 16.28s/it]
  8%|▊         | 1186/15000 [5:28:37<60:34:55, 15.79s/it]
  8%|▊         | 1187/15000 [5:28:51<59:22:02, 15.47s/it]
  8%|▊         | 1 | 1171/15000 [5:24:34<75:03:11, 19.54s/it]
  8%|▊         | 1172/15000 [5:24:49<69:35:34, 18.12s/it]
  8%|▊         | 1173/15000 [5:25:04<65:35:54, 17.08s/it]
  8%|▊         | 1174/15000 [5:25:18<62:55:41, 16.39s/it]
  8%|▊         | 1175/15000 [5:25:33<60:57:27, 15.87s/it]
  8%|▊         | 1176/15000 [5:25:48<59:36:45, 15.52s/it]
  8%|▊         | 1177/15000 [5:26:02<58:35:43, 15.26s/it]
  8%|▊         | 1178/15000 [5:26:17<57:57:27, 15.10s/it]
  8%|▊         | 1179/15000 [5:26:32<57:33:16, 14.99s/it]
  8%|▊         | 1180/15000 [5:26:46<57:14:37, 14.91s/it]
  8%|▊         | 1181/15000 [5:27:23<82:25:44, 21.47s/it]
  8%|▊         | 1182/15000 [5:27:38<74:43:14, 19.47s/it]
  8%|▊         | 1183/15000 [5:27:53<69:05:21, 18.00s/it]
  8%|▊         | 1184/15000 [5:28:07<65:17:53, 17.01s/it]
  8%|▊         | 1185/15000 [5:28:22<62:25:02, 16.27s/it]
  8%|▊         | 1186/15000 [5:28:37<60:44:20, 15.83s/it]
  8%|▊         | 1187/15000 [5:28:51<59:18:21, 15.46s/it]
  8%|▊         | 1]
  8%|▊         | 1172/15000 [5:24:49<69:35:55, 18.12s/it]
  8%|▊         | 1173/15000 [5:25:03<65:40:39, 17.10s/it]
  8%|▊         | 1174/15000 [5:25:18<62:54:10, 16.38s/it]
  8%|▊         | 1175/15000 [5:25:33<61:01:06, 15.89s/it]
  8%|▊         | 1176/15000 [5:25:48<59:39:07, 15.53s/it]
  8%|▊         | 1177/15000 [5:26:02<58:39:17, 15.28s/it]
  8%|▊         | 1178/15000 [5:26:17<58:00:56, 15.11s/it]
  8%|▊         | 1179/15000 [5:26:32<57:31:46, 14.98s/it]
  8%|▊         | 1180/15000 [5:26:46<57:08:56, 14.89s/it]
  8%|▊         | 1181/15000 [5:27:23<82:27:45, 21.48s/it]
  8%|▊         | 1182/15000 [5:27:38<74:38:45, 19.45s/it]
  8%|▊         | 1183/15000 [5:27:53<69:04:37, 18.00s/it]
  8%|▊         | 1184/15000 [5:28:07<65:10:12, 16.98s/it]
  8%|▊         | 1185/15000 [5:28:22<62:34:20, 16.31s/it]
  8%|▊         | 1186/15000 [5:28:37<60:43:02, 15.82s/it]
  8%|▊         | 1187/15000 [5:28:51<59:18:02, 15.46s/it]
  8%|▊         | 1188/15000 [5:29:06<58:18:58, 15.20s/it]
  {'loss': 0.9094, 'learning_rate': 0.00019869167087338907, 'epoch': 0.22}
{'loss': 0.9094, 'learning_rate': 0.00019869167087338907, 'epoch': 0.22}
{'loss': 0.9094, 'learning_rate': 0.00019869167087338907, 'epoch': 0.22}
188/15000 [5:29:06<58:13:48, 15.18s/it]
  8%|▊         | 1189/15000 [5:29:21<57:41:59, 15.04s/it]
  8%|▊         | 1190/15000 [5:29:35<57:10:33, 14.90s/it]
  8%|▊         | 1191/15000 [5:29:50<56:52:40, 14.83s/it]
  8%|▊         | 1192/15000 [5:30:26<81:35:54, 21.27s/it]
  8%|▊         | 1193/15000 [5:30:41<73:56:24, 19.28s/it]
  8%|▊         | 1194/15000 [5:30:55<68:28:32, 17.86s/it]
  8%|▊         | 1195/15000 [5:31:10<64:47:16, 16.90s/it]
  8%|▊         | 1196/15000 [5:31:25<62:18:33, 16.25s/it]
  8%|▊         | 1197/15000 [5:31:39<60:22:17, 15.75s/it]
  8%|▊         | 1198/15000 [5:31:54<59:05:27, 15.41s/it]
  8%|▊         | 1199/15000 [5:32:08<58:05:15, 15.15s/it]
  8%|▊         | 1200/15000 [5:32:23<57:35:46, 15.03s/it]
                                                         

  8%|▊         | 1200/15000 [5:32:23<57:35:46, 15.03s/it]
  8%|▊         | 1201/15000 [5:32:38<57:14:48, 14.94s/it]
  8%|▊         | 1202/15000 [5:32:52<56:49:42, 14.83s/it]
  8%|▊         | 1203/1188/15000 [5:29:06<58:20:30, 15.21s/it]
  8%|▊         | 1189/15000 [5:29:21<57:42:51, 15.04s/it]
  8%|▊         | 1190/15000 [5:29:35<57:09:51, 14.90s/it]
  8%|▊         | 1191/15000 [5:29:50<56:58:26, 14.85s/it]
  8%|▊         | 1192/15000 [5:30:26<81:35:11, 21.27s/it]
  8%|▊         | 1193/15000 [5:30:41<73:53:59, 19.27s/it]
  8%|▊         | 1194/15000 [5:30:55<68:36:02, 17.89s/it]
  8%|▊         | 1195/15000 [5:31:10<64:46:01, 16.89s/it]
  8%|▊         | 1196/15000 [5:31:25<62:12:19, 16.22s/it]
  8%|▊         | 1197/15000 [5:31:39<60:26:22, 15.76s/it]
  8%|▊         | 1198/15000 [5:31:54<58:56:01, 15.37s/it]
  8%|▊         | 1199/15000 [5:32:08<58:02:07, 15.14s/it]
  8%|▊         | 1200/15000 [5:32:23<57:36:05, 15.03s/it]
                                                         

  8%|▊         | 1200/15000 [5:32:23<57:36:05, 15.03s/it]
  8%|▊         | 1201/15000 [5:32:38<57:19:59, 14.96s/it]
  8%|▊         | 1202/15000 [5:32:53<56:58:54, 14.87s/it]
  8%|▊         | 1203/18%|▊         | 1189/15000 [5:29:20<57:42:39, 15.04s/it]
  8%|▊         | 1190/15000 [5:29:35<57:08:24, 14.90s/it]
  8%|▊         | 1191/15000 [5:29:50<56:51:36, 14.82s/it]
  8%|▊         | 1192/15000 [5:30:26<81:30:54, 21.25s/it]
  8%|▊         | 1193/15000 [5:30:41<73:53:53, 19.27s/it]
  8%|▊         | 1194/15000 [5:30:55<68:37:05, 17.89s/it]
  8%|▊         | 1195/15000 [5:31:10<64:47:16, 16.90s/it]
  8%|▊         | 1196/15000 [5:31:25<62:18:50, 16.25s/it]
  8%|▊         | 1197/15000 [5:31:39<60:21:29, 15.74s/it]
  8%|▊         | 1198/15000 [5:31:54<59:00:43, 15.39s/it]
  8%|▊         | 1199/15000 [5:32:08<58:16:22, 15.20s/it]
  8%|▊         | 1200/15000 [5:32:23<57:35:38, 15.02s/it]
                                                         

  8%|▊         | 1200/15000 [5:32:23<57:35:38, 15.02s/it]
  8%|▊         | 1201/15000 [5:32:38<57:11:22, 14.92s/it]
  8%|▊         | 1202/15000 [5:32:52<56:54:32, 14.85s/it]
  8%|▊         | 1203/15000 [5:33:07<56:37:28, 14.77s/it]
  8%|5000 [5:33:07<56:30:50, 14.75s/it]
  8%|▊         | 1204/15000 [5:33:43<81:22:11, 21.23s/it]
  8%|▊         | 1205/15000 [5:33:58<73:52:56, 19.28s/it]
  8%|▊         | 1206/15000 [5:34:13<68:23:50, 17.85s/it]
  8%|▊         | 1207/15000 [5:34:27<64:43:01, 16.89s/it]
  8%|▊         | 1208/15000 [5:34:42<62:10:24, 16.23s/it]
  8%|▊         | 1209/15000 [5:34:57<60:20:20, 15.75s/it]
  8%|▊         | 1210/15000 [5:35:11<58:54:52, 15.38s/it]
  8%|▊         | 1211/15000 [5:35:26<58:04:26, 15.16s/it]
  8%|▊         | 1212/15000 [5:35:40<57:32:46, 15.03s/it]
  8%|▊         | 1213/15000 [5:35:55<57:10:34, 14.93s/it]
  8%|▊         | 1214/15000 [5:36:10<56:54:28, 14.86s/it]
  8%|▊         | 1215/15000 [5:36:47<82:10:18, 21.46s/it]
  8%|▊         | 1216/15000 [5:37:01<74:19:27, 19.41s/it]
  8%|▊         | 1217/15000 [5:37:16<68:47:57, 17.97s/it]
  8%|▊         | 1218/15000 [5:37:31<65:03:21, 16.99s/it]
  8%|▊         | 1219/15000 [5:37:45<62:16:42, 16.27s/it]
  8%|▊         | 1220/150005000 [5:33:07<56:34:16, 14.76s/it]
  8%|▊         | 1204/15000 [5:33:43<81:27:00, 21.25s/it]
  8%|▊         | 1205/15000 [5:33:58<73:50:25, 19.27s/it]
  8%|▊         | 1206/15000 [5:34:13<68:19:29, 17.83s/it]
  8%|▊         | 1207/15000 [5:34:27<64:47:42, 16.91s/it]
  8%|▊         | 1208/15000 [5:34:42<62:14:50, 16.25s/it]
  8%|▊         | 1209/15000 [5:34:57<60:16:52, 15.74s/it]
  8%|▊         | 1210/15000 [5:35:11<58:59:10, 15.40s/it]
  8%|▊         | 1211/15000 [5:35:26<58:16:44, 15.22s/it]
  8%|▊         | 1212/15000 [5:35:40<57:25:44, 14.99s/it]
  8%|▊         | 1213/15000 [5:35:55<57:13:38, 14.94s/it]
  8%|▊         | 1214/15000 [5:36:10<56:52:16, 14.85s/it]
  8%|▊         | 1215/15000 [5:36:47<82:02:39, 21.43s/it]
  8%|▊         | 1216/15000 [5:37:01<74:25:43, 19.44s/it]
  8%|▊         | 1217/15000 [5:37:16<68:52:27, 17.99s/it]
  8%|▊         | 1218/15000 [5:37:31<65:03:16, 16.99s/it]
  8%|▊         | 1219/15000 [5:37:45<62:19:07, 16.28s/it]
  8%|▊         | 1220/15000         | 1204/15000 [5:33:43<81:27:22, 21.26s/it]
  8%|▊         | 1205/15000 [5:33:58<73:41:03, 19.23s/it]
  8%|▊         | 1206/15000 [5:34:13<68:31:09, 17.88s/it]
  8%|▊         | 1207/15000 [5:34:27<64:51:15, 16.93s/it]
  8%|▊         | 1208/15000 [5:34:42<62:07:07, 16.21s/it]
  8%|▊         | 1209/15000 [5:34:56<60:12:29, 15.72s/it]
  8%|▊         | 1210/15000 [5:35:11<58:59:50, 15.40s/it]
  8%|▊         | 1211/15000 [5:35:26<58:08:40, 15.18s/it]
  8%|▊         | 1212/15000 [5:35:40<57:34:53, 15.03s/it]
  8%|▊         | 1213/15000 [5:35:55<57:11:00, 14.93s/it]
  8%|▊         | 1214/15000 [5:36:10<56:53:40, 14.86s/it]
  8%|▊         | 1215/15000 [5:36:47<82:12:05, 21.47s/it]
  8%|▊         | 1216/15000 [5:37:01<74:17:21, 19.40s/it]
  8%|▊         | 1217/15000 [5:37:16<68:51:52, 17.99s/it]
  8%|▊         | 1218/15000 [5:37:31<65:00:29, 16.98s/it]
  8%|▊         | 1219/15000 [5:37:45<62:19:00, 16.28s/it]
  8%|▊         | 1220/15000 [5:38:00<60:20:58, 15.77s/it]
  8%|▊    [5:38:00<60:29:30, 15.80s/it]
  8%|▊         | 1221/15000 [5:38:15<59:07:12, 15.45s/it]
  8%|▊         | 1222/15000 [5:38:29<58:16:45, 15.23s/it]
  8%|▊         | 1223/15000 [5:38:44<57:38:34, 15.06s/it]
  8%|▊         | 1224/15000 [5:38:59<57:05:05, 14.92s/it]
  8%|▊         | 1225/15000 [5:39:13<56:46:56, 14.84s/it]
  8%|▊         | 1226/15000 [5:39:50<81:55:41, 21.41s/it]
  8%|▊         | 1227/15000 [5:40:05<74:09:30, 19.38s/it]
  8%|▊         | 1228/15000 [5:40:19<68:48:28, 17.99s/it]
  8%|▊         | 1229/15000 [5:40:34<64:53:13, 16.96s/it]
  8%|▊         | 1230/15000 [5:40:49<62:14:12, 16.27s/it]
  8%|▊         | 1231/15000 [5:41:03<60:25:25, 15.80s/it]
  8%|▊         | 1232/15000 [5:41:18<58:58:40, 15.42s/it]
  8%|▊         | 1233/15000 [5:41:33<58:05:49, 15.19s/it]
  8%|▊         | 1234/15000 [5:41:47<57:39:11, 15.08s/it]
  8%|▊         | 1235/15000 [5:42:02<57:08:25, 14.94s/it]
  8%|▊         | 1236/15000 [5:42:17<56:39:34, 14.82s/it]
  8%|▊         | 1237/15000 [5: [5:38:00<60:31:46, 15.81s/it]
  8%|▊         | 1221/15000 [5:38:15<59:11:02, 15.46s/it]
  8%|▊         | 1222/15000 [5:38:29<58:18:02, 15.23s/it]
  8%|▊         | 1223/15000 [5:38:44<57:35:29, 15.05s/it]
  8%|▊         | 1224/15000 [5:38:59<57:09:14, 14.94s/it]
  8%|▊         | 1225/15000 [5:39:13<56:44:37, 14.83s/it]
  8%|▊         | 1226/15000 [5:39:50<81:56:29, 21.42s/it]
  8%|▊         | 1227/15000 [5:40:05<74:15:43, 19.41s/it]
  8%|▊         | 1228/15000 [5:40:19<68:46:45, 17.98s/it]
  8%|▊         | 1229/15000 [5:40:34<64:52:56, 16.96s/it]
  8%|▊         | 1230/15000 [5:40:49<62:14:40, 16.27s/it]
  8%|▊         | 1231/15000 [5:41:03<60:21:02, 15.78s/it]
  8%|▊         | 1232/15000 [5:41:18<58:59:53, 15.43s/it]
  8%|▊         | 1233/15000 [5:41:33<58:10:39, 15.21s/it]
  8%|▊         | 1234/15000 [5:41:47<57:32:22, 15.05s/it]
  8%|▊         | 1235/15000 [5:42:02<57:09:21, 14.95s/it]
  8%|▊         | 1236/15000 [5:42:17<56:46:51, 14.85s/it]
  8%|▊         | 1237/15000 [5:      | 1221/15000 [5:38:15<59:10:10, 15.46s/it]
  8%|▊         | 1222/15000 [5:38:29<58:19:51, 15.24s/it]
  8%|▊         | 1223/15000 [5:38:44<57:40:12, 15.07s/it]
  8%|▊         | 1224/15000 [5:38:59<57:10:24, 14.94s/it]
  8%|▊         | 1225/15000 [5:39:13<56:48:59, 14.85s/it]
  8%|▊         | 1226/15000 [5:39:50<81:56:01, 21.41s/it]
  8%|▊         | 1227/15000 [5:40:05<74:09:24, 19.38s/it]
  8%|▊         | 1228/15000 [5:40:19<68:42:30, 17.96s/it]
  8%|▊         | 1229/15000 [5:40:34<64:54:17, 16.97s/it]
  8%|▊         | 1230/15000 [5:40:49<62:13:35, 16.27s/it]
  8%|▊         | 1231/15000 [5:41:03<60:23:11, 15.79s/it]
  8%|▊         | 1232/15000 [5:41:18<59:03:34, 15.44s/it]
  8%|▊         | 1233/15000 [5:41:33<58:12:50, 15.22s/it]
  8%|▊         | 1234/15000 [5:41:47<57:35:12, 15.06s/it]
  8%|▊         | 1235/15000 [5:42:02<57:01:00, 14.91s/it]
  8%|▊         | 1236/15000 [5:42:16<56:41:45, 14.83s/it]
  8%|▊         | 1237/15000 [5:42:31<56:33:50, 14.80s/it]
  8%|▊       42:31<56:27:20, 14.77s/it]
  8%|▊         | 1238/15000 [5:43:08<81:49:09, 21.40s/it]
  8%|▊         | 1239/15000 [5:43:23<74:03:34, 19.37s/it]
  8%|▊         | 1240/15000 [5:43:37<68:47:40, 18.00s/it]
  8%|▊         | 1241/15000 [5:43:52<64:53:32, 16.98s/it]
  8%|▊         | 1242/15000 [5:44:07<62:07:02, 16.25s/it]
  8%|▊         | 1243/15000 [5:44:21<60:08:04, 15.74s/it]
  8%|▊         | 1244/15000 [5:44:36<58:59:49, 15.44s/it]
  8%|▊         | 1245/15000 [5:44:50<57:55:51, 15.16s/it]
  8%|▊         | 1246/15000 [5:45:05<57:20:22, 15.01s/it]
  8%|▊         | 1247/15000 [5:45:20<57:00:17, 14.92s/it]
  8%|▊         | 1248/15000 [5:45:34<56:35:36, 14.82s/it]
  8%|▊         | 1249/15000 [5:46:11<81:42:57, 21.39s/it]
  8%|▊         | 1250/15000 [5:46:26<74:05:51, 19.40s/it]
  8%|▊         | 1251/15000 [5:46:41<68:43:18, 17.99s/it]
  8%|▊         | 1252/15000 [5:46:55<64:50:25, 16.98s/it]
  8%|▊         | 1253/15000 [5:47:10<62:09:34, 16.28s/it]
  8%|▊         | 1254/15000 [5:47:242:31<56:34:08, 14.80s/it]
  8%|▊         | 1238/15000 [5:43:08<81:50:32, 21.41s/it]
  8%|▊         | 1239/15000 [5:43:23<73:58:45, 19.35s/it]
  8%|▊         | 1240/15000 [5:43:37<68:37:55, 17.96s/it]
  8%|▊         | 1241/15000 [5:43:52<64:52:55, 16.98s/it]
  8%|▊         | 1242/15000 [5:44:07<62:01:38, 16.23s/it]
  8%|▊         | 1243/15000 [5:44:21<60:09:55, 15.74s/it]
  8%|▊         | 1244/15000 [5:44:36<58:54:28, 15.42s/it]
  8%|▊         | 1245/15000 [5:44:50<58:03:32, 15.20s/it]
  8%|▊         | 1246/15000 [5:45:05<57:26:02, 15.03s/it]
  8%|▊         | 1247/15000 [5:45:20<57:01:47, 14.93s/it]
  8%|▊         | 1248/15000 [5:45:34<56:41:47, 14.84s/it]
  8%|▊         | 1249/15000 [5:46:11<81:47:11, 21.41s/it]
  8%|▊         | 1250/15000 [5:46:26<74:03:55, 19.39s/it]
  8%|▊         | 1251/15000 [5:46:41<68:36:53, 17.97s/it]
  8%|▊         | 1252/15000 [5:46:55<64:50:12, 16.98s/it]
  8%|▊         | 1253/15000 [5:47:10<62:04:53, 16.26s/it]
  8%|▊         | 1254/15000 [5:47:2  | 1238/15000 [5:43:08<81:47:48, 21.40s/it]
  8%|▊         | 1239/15000 [5:43:23<74:00:08, 19.36s/it]
  8%|▊         | 1240/15000 [5:43:37<68:40:14, 17.97s/it]
  8%|▊         | 1241/15000 [5:43:52<64:49:10, 16.96s/it]
  8%|▊         | 1242/15000 [5:44:07<62:09:33, 16.26s/it]
  8%|▊         | 1243/15000 [5:44:21<60:16:45, 15.77s/it]
  8%|▊         | 1244/15000 [5:44:36<58:55:23, 15.42s/it]
  8%|▊         | 1245/15000 [5:44:50<58:00:11, 15.18s/it]
  8%|▊         | 1246/15000 [5:45:05<57:23:17, 15.02s/it]
  8%|▊         | 1247/15000 [5:45:20<56:56:15, 14.90s/it]
  8%|▊         | 1248/15000 [5:45:34<56:33:23, 14.81s/it]
  8%|▊         | 1249/15000 [5:46:11<81:53:29, 21.44s/it]
  8%|▊         | 1250/15000 [5:46:26<74:03:29, 19.39s/it]
  8%|▊         | 1251/15000 [5:46:40<68:38:28, 17.97s/it]
  8%|▊         | 1252/15000 [5:46:55<64:51:01, 16.98s/it]
  8%|▊         | 1253/15000 [5:47:10<62:03:28, 16.25s/it]
  8%|▊         | 1254/15000 [5:47:24<60:16:54, 15.79s/it]
  8%|▊         | 4<60:20:03, 15.80s/it]
  8%|▊         | 1255/15000 [5:47:39<59:03:57, 15.47s/it]
  8%|▊         | 1256/15000 [5:47:54<58:14:18, 15.25s/it]
  8%|▊         | 1257/15000 [5:48:09<57:42:40, 15.12s/it]
  8%|▊         | 1258/15000 [5:48:23<57:06:55, 14.96s/it]
  8%|▊         | 1259/15000 [5:48:38<56:54:04, 14.91s/it]
  8%|▊         | 1260/15000 [5:49:15<82:03:10, 21.50s/it]
  8%|▊         | 1261/15000 [5:49:30<74:16:01, 19.46s/it]
  8%|▊         | 1262/15000 [5:49:44<68:39:03, 17.99s/it]
  8%|▊         | 1263/15000 [5:49:59<64:47:34, 16.98s/it]
  8%|▊         | 1264/15000 [5:50:14<62:10:27, 16.29s/it]
  8%|▊         | 1265/15000 [5:50:28<60:13:43, 15.79s/it]
  8%|▊         | 1266/15000 [5:50:43<59:04:21, 15.48s/it]
  8%|▊         | 1267/15000 [5:50:58<58:07:21, 15.24s/it]
  8%|▊         | 1268/15000 [5:51:12<57:31:11, 15.08s/it]
  8%|▊         | 1269/15000 [5:51:27<57:08:19, 14.98s/it]
  8%|▊         | 1270/15000 [5:51:42<56:47:03, 14.89s/it]
  8%|▊         | 1271/15000 [5:51:56<565<60:18:49, 15.80s/it]
  8%|▊         | 1255/15000 [5:47:39<59:05:25, 15.48s/it]
  8%|▊         | 1256/15000 [5:47:54<58:14:44, 15.26s/it]
  8%|▊         | 1257/15000 [5:48:09<57:38:36, 15.10s/it]
  8%|▊         | 1258/15000 [5:48:23<57:08:53, 14.97s/it]
  8%|▊         | 1259/15000 [5:48:38<56:52:46, 14.90s/it]
  8%|▊         | 1260/15000 [5:49:15<82:08:08, 21.52s/it]
  8%|▊         | 1261/15000 [5:49:30<74:11:04, 19.44s/it]
  8%|▊         | 1262/15000 [5:49:44<68:48:06, 18.03s/it]
  8%|▊         | 1263/15000 [5:49:59<64:48:48, 16.99s/it]
  8%|▊         | 1264/15000 [5:50:14<62:13:13, 16.31s/it]
  8%|▊         | 1265/15000 [5:50:28<60:13:25, 15.78s/it]
  8%|▊         | 1266/15000 [5:50:43<58:57:22, 15.45s/it]
  8%|▊         | 1267/15000 [5:50:58<58:07:08, 15.24s/it]
  8%|▊         | 1268/15000 [5:51:12<57:28:43, 15.07s/it]
  8%|▊         | 1269/15000 [5:51:27<57:04:47, 14.97s/it]
  8%|▊         | 1270/15000 [5:51:42<56:47:34, 14.89s/it]
  8%|▊         | 1271/15000 [5:51:56<561255/15000 [5:47:39<59:04:57, 15.47s/it]
  8%|▊         | 1256/15000 [5:47:54<58:18:18, 15.27s/it]
  8%|▊         | 1257/15000 [5:48:09<57:36:32, 15.09s/it]
  8%|▊         | 1258/15000 [5:48:23<57:07:19, 14.96s/it]
  8%|▊         | 1259/15000 [5:48:38<56:53:26, 14.90s/it]
  8%|▊         | 1260/15000 [5:49:15<82:08:16, 21.52s/it]
  8%|▊         | 1261/15000 [5:49:30<74:14:47, 19.45s/it]
  8%|▊         | 1262/15000 [5:49:44<68:39:56, 17.99s/it]
  8%|▊         | 1263/15000 [5:49:59<64:47:22, 16.98s/it]
  8%|▊         | 1264/15000 [5:50:13<62:09:16, 16.29s/it]
  8%|▊         | 1265/15000 [5:50:28<60:15:23, 15.79s/it]
  8%|▊         | 1266/15000 [5:50:43<58:57:51, 15.46s/it]
  8%|▊         | 1267/15000 [5:50:58<58:13:01, 15.26s/it]
  8%|▊         | 1268/15000 [5:51:12<57:30:15, 15.08s/it]
  8%|▊         | 1269/15000 [5:51:27<57:06:53, 14.97s/it]
  8%|▊         | 1270/15000 [5:51:42<56:44:17, 14.88s/it]
  8%|▊         | 1271/15000 [5:51:56<56:33:43, 14.83s/it]
  8%|▊         | 1272:30:37, 14.82s/it]
  8%|▊         | 1272/15000 [5:52:33<81:58:02, 21.49s/it]
  8%|▊         | 1273/15000 [5:52:48<74:15:34, 19.48s/it]
  8%|▊         | 1274/15000 [5:53:03<68:45:04, 18.03s/it]
  8%|▊         | 1275/15000 [5:53:18<64:55:59, 17.03s/it]
  9%|▊         | 1276/15000 [5:53:32<62:12:08, 16.32s/it]
  9%|▊         | 1277/15000 [5:53:47<60:28:49, 15.87s/it]
  9%|▊         | 1278/15000 [5:54:02<59:12:53, 15.54s/it]
  9%|▊         | 1279/15000 [5:54:17<58:13:12, 15.28s/it]
  9%|▊         | 1280/15000 [5:54:31<57:33:03, 15.10s/it]
  9%|▊         | 1281/15000 [5:54:46<57:02:52, 14.97s/it]
  9%|▊         | 1282/15000 [5:55:01<56:47:48, 14.91s/it]
  9%|▊         | 1283/15000 [5:55:37<81:54:11, 21.50s/it]
  9%|▊         | 1284/15000 [5:55:52<74:10:18, 19.47s/it]
  9%|▊         | 1285/15000 [5:56:07<68:38:54, 18.02s/it]
  9%|▊         | 1286/15000 [5:56:22<64:53:28, 17.03s/it]
  9%|▊         | 1287/15000 [5:56:36<62:16:04, 16.35s/it]
  9%|▊         | 1288/15000 [5:56:51<60:26::32:40, 14.83s/it]
  8%|▊         | 1272/15000 [5:52:34<82:00:11, 21.50s/it]
  8%|▊         | 1273/15000 [5:52:48<74:16:35, 19.48s/it]
  8%|▊         | 1274/15000 [5:53:03<68:43:54, 18.03s/it]
  8%|▊         | 1275/15000 [5:53:18<64:54:32, 17.03s/it]
  9%|▊         | 1276/15000 [5:53:32<62:16:44, 16.34s/it]
  9%|▊         | 1277/15000 [5:53:47<60:26:43, 15.86s/it]
  9%|▊         | 1278/15000 [5:54:02<59:05:06, 15.50s/it]
  9%|▊         | 1279/15000 [5:54:17<58:16:15, 15.29s/it]
  9%|▊         | 1280/15000 [5:54:31<57:38:40, 15.13s/it]
  9%|▊         | 1281/15000 [5:54:46<57:01:57, 14.97s/it]
  9%|▊         | 1282/15000 [5:55:01<56:49:31, 14.91s/it]
  9%|▊         | 1283/15000 [5:55:38<81:52:56, 21.49s/it]
  9%|▊         | 1284/15000 [5:55:52<74:06:54, 19.45s/it]
  9%|▊         | 1285/15000 [5:56:07<68:42:40, 18.04s/it]
  9%|▊         | 1286/15000 [5:56:22<64:53:40, 17.04s/it]
  9%|▊         | 1287/15000 [5:56:36<62:14:32, 16.34s/it]
  9%|▊         | 1288/15000 [5:56:51<60:30:/15000 [5:52:33<81:58:08, 21.50s/it]
  8%|▊         | 1273/15000 [5:52:48<74:13:09, 19.46s/it]
  8%|▊         | 1274/15000 [5:53:03<68:48:14, 18.05s/it]
  8%|▊         | 1275/15000 [5:53:18<64:55:42, 17.03s/it]
  9%|▊         | 1276/15000 [5:53:32<62:14:20, 16.33s/it]
  9%|▊         | 1277/15000 [5:53:47<60:30:06, 15.87s/it]
  9%|▊         | 1278/15000 [5:54:02<59:09:25, 15.52s/it]
  9%|▊         | 1279/15000 [5:54:16<58:17:04, 15.29s/it]
  9%|▊         | 1280/15000 [5:54:31<57:34:57, 15.11s/it]
  9%|▊         | 1281/15000 [5:54:46<57:10:12, 15.00s/it]
  9%|▊         | 1282/15000 [5:55:01<56:46:38, 14.90s/it]
  9%|▊         | 1283/15000 [5:55:37<81:51:39, 21.48s/it]
  9%|▊         | 1284/15000 [5:55:52<74:04:49, 19.44s/it]
  9%|▊         | 1285/15000 [5:56:07<68:37:46, 18.01s/it]
  9%|▊         | 1286/15000 [5:56:22<64:52:52, 17.03s/it]
  9%|▊         | 1287/15000 [5:56:36<62:18:16, 16.36s/it]
  9%|▊         | 1288/15000 [5:56:51<60:22:14, 15.85s/it]
  9%|▊         | 1289/150{'loss': 0.894, 'learning_rate': 0.00019832056870627417, 'epoch': 0.24}
{'loss': 0.894, 'learning_rate': 0.00019832056870627417, 'epoch': 0.24}
{'loss': 0.894, 'learning_rate': 0.00019832056870627417, 'epoch': 0.24}
37, 15.87s/it]
  9%|▊         | 1289/15000 [5:57:06<59:08:52, 15.53s/it]
  9%|▊         | 1290/15000 [5:57:21<58:17:20, 15.31s/it]
  9%|▊         | 1291/15000 [5:57:35<57:36:11, 15.13s/it]
  9%|▊         | 1292/15000 [5:57:50<57:12:57, 15.03s/it]
  9%|▊         | 1293/15000 [5:58:05<56:49:30, 14.92s/it]
  9%|▊         | 1294/15000 [5:58:42<81:53:18, 21.51s/it]
  9%|▊         | 1295/15000 [5:58:56<74:01:30, 19.44s/it]
  9%|▊         | 1296/15000 [5:59:11<68:33:39, 18.01s/it]
  9%|▊         | 1297/15000 [5:59:26<64:43:23, 17.00s/it]
  9%|▊         | 1298/15000 [5:59:40<62:02:31, 16.30s/it]
  9%|▊         | 1299/15000 [5:59:55<60:05:00, 15.79s/it]
  9%|▊         | 1300/15000 [6:00:10<58:49:08, 15.46s/it]
                                                         

  9%|▊         | 1300/15000 [6:00:10<58:49:08, 15.46s/it]
  9%|▊         | 1301/15000 [6:00:25<58:13:35, 15.30s/it]
  9%|▊         | 1302/15000 [6:00:39<57:37:51, 15.15s/it]
  9%|▊         | 1303/15000 [6:00:54<57:05:03, 102, 15.88s/it]
  9%|▊         | 1289/15000 [5:57:06<59:14:10, 15.55s/it]
  9%|▊         | 1290/15000 [5:57:21<58:13:12, 15.29s/it]
  9%|▊         | 1291/15000 [5:57:35<57:31:32, 15.11s/it]
  9%|▊         | 1292/15000 [5:57:50<57:18:27, 15.05s/it]
  9%|▊         | 1293/15000 [5:58:05<56:42:04, 14.89s/it]
  9%|▊         | 1294/15000 [5:58:42<81:55:51, 21.52s/it]
  9%|▊         | 1295/15000 [5:58:56<73:59:25, 19.44s/it]
  9%|▊         | 1296/15000 [5:59:11<68:37:47, 18.03s/it]
  9%|▊         | 1297/15000 [5:59:26<64:48:43, 17.03s/it]
  9%|▊         | 1298/15000 [5:59:40<62:05:14, 16.31s/it]
  9%|▊         | 1299/15000 [5:59:55<60:02:09, 15.77s/it]
  9%|▊         | 1300/15000 [6:00:10<58:45:53, 15.44s/it]
                                                         

  9%|▊         | 1300/15000 [6:00:10<58:45:53, 15.44s/it]
  9%|▊         | 1301/15000 [6:00:24<58:09:35, 15.28s/it]
  9%|▊         | 1302/15000 [6:00:39<57:33:30, 15.13s/it]
  9%|▊         | 1303/15000 [6:00:54<57:09:15, 100 [5:57:06<59:10:26, 15.54s/it]
  9%|▊         | 1290/15000 [5:57:21<58:19:44, 15.32s/it]
  9%|▊         | 1291/15000 [5:57:35<57:40:11, 15.14s/it]
  9%|▊         | 1292/15000 [5:57:50<57:08:58, 15.01s/it]
  9%|▊         | 1293/15000 [5:58:05<56:46:28, 14.91s/it]
  9%|▊         | 1294/15000 [5:58:42<81:50:11, 21.50s/it]
  9%|▊         | 1295/15000 [5:58:56<74:07:05, 19.47s/it]
  9%|▊         | 1296/15000 [5:59:11<68:36:36, 18.02s/it]
  9%|▊         | 1297/15000 [5:59:26<64:45:54, 17.01s/it]
  9%|▊         | 1298/15000 [5:59:40<61:57:33, 16.28s/it]
  9%|▊         | 1299/15000 [5:59:55<60:07:57, 15.80s/it]
  9%|▊         | 1300/15000 [6:00:09<58:46:49, 15.45s/it]
                                                         

  9%|▊         | 1300/15000 [6:00:10<58:46:49, 15.45s/it]
  9%|▊         | 1301/15000 [6:00:24<58:07:08, 15.27s/it]
  9%|▊         | 1302/15000 [6:00:39<57:37:21, 15.14s/it]
  9%|▊         | 1303/15000 [6:00:54<57:06:00, 15.01s/it]
  9%|▊         | 1304/15000 [65.00s/it]
  9%|▊         | 1304/15000 [6:01:09<56:37:56, 14.89s/it]
  9%|▊         | 1305/15000 [6:01:23<56:22:22, 14.82s/it]
  9%|▊         | 1306/15000 [6:02:01<82:25:13, 21.67s/it]
  9%|▊         | 1307/15000 [6:02:16<74:33:07, 19.60s/it]
  9%|▊         | 1308/15000 [6:02:30<68:48:08, 18.09s/it]
  9%|▊         | 1309/15000 [6:02:45<64:52:22, 17.06s/it]
  9%|▊         | 1310/15000 [6:03:00<62:19:51, 16.39s/it]
  9%|▊         | 1311/15000 [6:03:14<60:17:05, 15.85s/it]
  9%|▊         | 1312/15000 [6:03:29<59:08:20, 15.55s/it]
  9%|▉         | 1313/15000 [6:03:44<58:11:50, 15.31s/it]
  9%|▉         | 1314/15000 [6:03:59<57:25:40, 15.11s/it]
  9%|▉         | 1315/15000 [6:04:13<56:44:59, 14.93s/it]
  9%|▉         | 1316/15000 [6:04:28<56:28:10, 14.86s/it]
  9%|▉         | 1317/15000 [6:05:05<81:35:47, 21.47s/it]
  9%|▉         | 1318/15000 [6:05:19<73:46:39, 19.41s/it]
  9%|▉         | 1319/15000 [6:05:34<68:19:46, 17.98s/it]
  9%|▉         | 1320/15000 [6:05:49<64:30:07, 16.975.02s/it]
  9%|▊         | 1304/15000 [6:01:09<56:41:48, 14.90s/it]
  9%|▊         | 1305/15000 [6:01:23<56:23:15, 14.82s/it]
  9%|▊         | 1306/15000 [6:02:01<82:28:35, 21.68s/it]
  9%|▊         | 1307/15000 [6:02:16<74:27:45, 19.58s/it]
  9%|▊         | 1308/15000 [6:02:30<68:44:51, 18.08s/it]
  9%|▊         | 1309/15000 [6:02:45<64:49:48, 17.05s/it]
  9%|▊         | 1310/15000 [6:03:00<62:16:51, 16.38s/it]
  9%|▊         | 1311/15000 [6:03:14<60:23:18, 15.88s/it]
  9%|▊         | 1312/15000 [6:03:29<59:11:48, 15.57s/it]
  9%|▉         | 1313/15000 [6:03:44<58:02:28, 15.27s/it]
  9%|▉         | 1314/15000 [6:03:59<57:23:46, 15.10s/it]
  9%|▉         | 1315/15000 [6:04:13<56:49:59, 14.95s/it]
  9%|▉         | 1316/15000 [6:04:28<56:30:41, 14.87s/it]
  9%|▉         | 1317/15000 [6:05:05<81:28:45, 21.44s/it]
  9%|▉         | 1318/15000 [6:05:19<73:49:57, 19.43s/it]
  9%|▉         | 1319/15000 [6:05:34<68:18:27, 17.97s/it]
  9%|▉         | 1320/15000 [6:05:49<64:35:56, 17.00:01:09<56:44:07, 14.91s/it]
  9%|▊         | 1305/15000 [6:01:23<56:21:59, 14.82s/it]
  9%|▊         | 1306/15000 [6:02:01<82:27:56, 21.68s/it]
  9%|▊         | 1307/15000 [6:02:15<74:23:21, 19.56s/it]
  9%|▊         | 1308/15000 [6:02:30<68:46:54, 18.08s/it]
  9%|▊         | 1309/15000 [6:02:45<64:53:18, 17.06s/it]
  9%|▊         | 1310/15000 [6:03:00<62:14:17, 16.37s/it]
  9%|▊         | 1311/15000 [6:03:14<60:28:08, 15.90s/it]
  9%|▊         | 1312/15000 [6:03:29<59:07:05, 15.55s/it]
  9%|▉         | 1313/15000 [6:03:44<58:08:41, 15.29s/it]
  9%|▉         | 1314/15000 [6:03:58<57:21:30, 15.09s/it]
  9%|▉         | 1315/15000 [6:04:13<56:51:04, 14.96s/it]
  9%|▉         | 1316/15000 [6:04:28<56:31:50, 14.87s/it]
  9%|▉         | 1317/15000 [6:05:05<81:33:52, 21.46s/it]
  9%|▉         | 1318/15000 [6:05:19<73:47:37, 19.42s/it]
  9%|▉         | 1319/15000 [6:05:34<68:21:02, 17.99s/it]
  9%|▉         | 1320/15000 [6:05:48<64:29:57, 16.97s/it]
  9%|▉         | 1321/15000 [6:06:s/it]
  9%|▉         | 1321/15000 [6:06:03<61:50:52, 16.28s/it]
  9%|▉         | 1322/15000 [6:06:18<60:02:55, 15.80s/it]
  9%|▉         | 1323/15000 [6:06:32<58:42:32, 15.45s/it]
  9%|▉         | 1324/15000 [6:06:47<57:43:57, 15.20s/it]
  9%|▉         | 1325/15000 [6:07:02<57:06:43, 15.04s/it]
  9%|▉         | 1326/15000 [6:07:16<56:34:17, 14.89s/it]
  9%|▉         | 1327/15000 [6:07:31<56:23:37, 14.85s/it]
  9%|▉         | 1328/15000 [6:08:08<81:20:23, 21.42s/it]
  9%|▉         | 1329/15000 [6:08:22<73:36:52, 19.39s/it]
  9%|▉         | 1330/15000 [6:08:37<68:14:51, 17.97s/it]
  9%|▉         | 1331/15000 [6:08:52<64:23:55, 16.96s/it]
  9%|▉         | 1332/15000 [6:09:06<61:54:34, 16.31s/it]
  9%|▉         | 1333/15000 [6:09:21<59:54:29, 15.78s/it]
  9%|▉         | 1334/15000 [6:09:36<58:32:39, 15.42s/it]
  9%|▉         | 1335/15000 [6:09:50<57:33:18, 15.16s/it]
  9%|▉         | 1336/15000 [6:10:05<57:00:02, 15.02s/it]
  9%|▉         | 1337/15000 [6:10:19<56:30:27, 14.89s/its/it]
  9%|▉         | 1321/15000 [6:06:03<61:56:23, 16.30s/it]
  9%|▉         | 1322/15000 [6:06:18<60:03:13, 15.81s/it]
  9%|▉         | 1323/15000 [6:06:33<58:39:00, 15.44s/it]
  9%|▉         | 1324/15000 [6:06:47<57:45:31, 15.20s/it]
  9%|▉         | 1325/15000 [6:07:02<57:04:22, 15.02s/it]
  9%|▉         | 1326/15000 [6:07:16<56:36:52, 14.91s/it]
  9%|▉         | 1327/15000 [6:07:31<56:16:47, 14.82s/it]
  9%|▉         | 1328/15000 [6:08:08<81:23:10, 21.43s/it]
  9%|▉         | 1329/15000 [6:08:23<73:45:30, 19.42s/it]
  9%|▉         | 1330/15000 [6:08:37<68:14:13, 17.97s/it]
  9%|▉         | 1331/15000 [6:08:52<64:25:39, 16.97s/it]
  9%|▉         | 1332/15000 [6:09:06<61:48:42, 16.28s/it]
  9%|▉         | 1333/15000 [6:09:21<59:51:52, 15.77s/it]
  9%|▉         | 1334/15000 [6:09:36<58:30:01, 15.41s/it]
  9%|▉         | 1335/15000 [6:09:50<57:39:34, 15.19s/it]
  9%|▉         | 1336/15000 [6:10:05<57:01:32, 15.02s/it]
  9%|▉         | 1337/15000 [6:10:19<56:27:09, 14.87s/it03<61:55:42, 16.30s/it]
  9%|▉         | 1322/15000 [6:06:18<60:02:53, 15.80s/it]
  9%|▉         | 1323/15000 [6:06:32<58:39:50, 15.44s/it]
  9%|▉         | 1324/15000 [6:06:47<57:44:10, 15.20s/it]
  9%|▉         | 1325/15000 [6:07:02<57:07:37, 15.04s/it]
  9%|▉         | 1326/15000 [6:07:16<56:39:59, 14.92s/it]
  9%|▉         | 1327/15000 [6:07:31<56:19:30, 14.83s/it]
  9%|▉         | 1328/15000 [6:08:08<81:23:13, 21.43s/it]
  9%|▉         | 1329/15000 [6:08:22<73:40:49, 19.40s/it]
  9%|▉         | 1330/15000 [6:08:37<68:17:16, 17.98s/it]
  9%|▉         | 1331/15000 [6:08:52<64:26:05, 16.97s/it]
  9%|▉         | 1332/15000 [6:09:06<61:42:17, 16.25s/it]
  9%|▉         | 1333/15000 [6:09:21<59:51:54, 15.77s/it]
  9%|▉         | 1334/15000 [6:09:36<58:34:54, 15.43s/it]
  9%|▉         | 1335/15000 [6:09:50<57:36:22, 15.18s/it]
  9%|▉         | 1336/15000 [6:10:05<56:59:29, 15.02s/it]
  9%|▉         | 1337/15000 [6:10:19<56:32:15, 14.90s/it]
  9%|▉         | 1338/15000 [6:10:34<56:13:26, 14.82s/it]
  9%|▉         | 1339/15000 [6:10:49<55:58:43, 14.75s/it]
  9%|▉         | 1340/15000 [6:11:25<80:35:01, 21.24s/it]
  9%|▉         | 1341/15000 [6:11:40<73:04:23, 19.26s/it]
  9%|▉         | 1342/15000 [6:11:54<67:43:51, 17.85s/it]
  9%|▉         | 1343/15000 [6:12:09<64:10:45, 16.92s/it]
  9%|▉         | 1344/15000 [6:12:24<61:35:44, 16.24s/it]
  9%|▉         | 1345/15000 [6:12:38<59:52:09, 15.78s/it]
  9%|▉         | 1346/15000 [6:12:53<58:42:16, 15.48s/it]
  9%|▉         | 1347/15000 [6:13:08<57:47:03, 15.24s/it]
  9%|▉         | 1348/15000 [6:13:22<57:06:14, 15.06s/it]
  9%|▉         | 1349/15000 [6:13:37<56:40:48, 14.95s/it]
  9%|▉         | 1350/15000 [6:13:52<56:14:19, 14.83s/it]
  9%|▉         | 1351/15000 [6:14:29<81:19:54, 21.45s/it]
  9%|▉         | 1352/15000 [6:14:43<73:29:41, 19.39s/it]
  9%|▉         | 1353/15000 [6:14:58<68:04:21, 17.96s/it]
  9%|▉         | 1354/15000 [6:15:12<64:19:57, 16.97s/it]
  9%|▉         | 1355/15000 [6:15:27<61:41]
  9%|▉         | 1338/15000 [6:10:34<56:14:50, 14.82s/it]
  9%|▉         | 1339/15000 [6:10:49<56:02:16, 14.77s/it]
  9%|▉         | 1340/15000 [6:11:25<80:29:04, 21.21s/it]
  9%|▉         | 1341/15000 [6:11:40<72:59:55, 19.24s/it]
  9%|▉         | 1342/15000 [6:11:54<67:51:42, 17.89s/it]
  9%|▉         | 1343/15000 [6:12:09<64:09:14, 16.91s/it]
  9%|▉         | 1344/15000 [6:12:24<61:40:38, 16.26s/it]
  9%|▉         | 1345/15000 [6:12:38<59:47:01, 15.76s/it]
  9%|▉         | 1346/15000 [6:12:53<58:39:54, 15.47s/it]
  9%|▉         | 1347/15000 [6:13:08<57:51:12, 15.25s/it]
  9%|▉         | 1348/15000 [6:13:22<57:06:13, 15.06s/it]
  9%|▉         | 1349/15000 [6:13:37<56:43:27, 14.96s/it]
  9%|▉         | 1350/15000 [6:13:52<56:20:18, 14.86s/it]
  9%|▉         | 1351/15000 [6:14:28<81:05:26, 21.39s/it]
  9%|▉         | 1352/15000 [6:14:43<73:35:32, 19.41s/it]
  9%|▉         | 1353/15000 [6:14:58<68:09:33, 17.98s/it]
  9%|▉         | 1354/15000 [6:15:13<64:17:47, 16.96s/it]
  ]
  9%|▉         | 1338/15000 [6:10:34<56:12:11, 14.81s/it]
  9%|▉         | 1339/15000 [6:10:49<55:55:50, 14.74s/it]
  9%|▉         | 1340/15000 [6:11:25<80:33:55, 21.23s/it]
  9%|▉         | 1341/15000 [6:11:40<73:06:09, 19.27s/it]
  9%|▉         | 1342/15000 [6:11:54<67:48:43, 17.87s/it]
  9%|▉         | 1343/15000 [6:12:09<64:12:25, 16.93s/it]
  9%|▉         | 1344/15000 [6:12:24<61:37:24, 16.25s/it]
  9%|▉         | 1345/15000 [6:12:38<59:43:24, 15.75s/it]
  9%|▉         | 1346/15000 [6:12:53<58:34:56, 15.45s/it]
  9%|▉         | 1347/15000 [6:13:08<57:46:55, 15.24s/it]
  9%|▉         | 1348/15000 [6:13:23<57:13:20, 15.09s/it]
  9%|▉         | 1349/15000 [6:13:37<56:35:51, 14.93s/it]
  9%|▉         | 1350/15000 [6:13:52<56:20:35, 14.86s/it]
  9%|▉         | 1351/15000 [6:14:29<81:08:46, 21.40s/it]
  9%|▉         | 1352/15000 [6:14:43<73:37:59, 19.42s/it]
  9%|▉         | 1353/15000 [6:14:58<68:01:12, 17.94s/it]
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  9%|▉         | 1389/15000 [6:24:51<59:39:11, 15.{'loss': 0.9133, 'learning_rate': 0.00019790363111356837, 'epoch': 0.26}
{'loss': 0.9133, 'learning_rate': 0.00019790363111356837, 'epoch': 0.26}
{'loss': 0.9133, 'learning_rate': 0.00019790363111356837, 'epoch': 0.26}
78s/it]
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 10%|▉         {'loss': 0.9243, 'learning_rate': 0.00019744105246469263, 'epoch': 0.28}
{'loss': 0.9243, 'learning_rate': 0.00019744105246469263, 'epoch': 0.28}
{'loss': 0.9243, 'learning_rate': 0.00019744105246469263, 'epoch': 0.28}
:35<60:54:49, 16.23s/it]
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it]
 10%|█         | 1573/15000 [7:15:39<55:46:41, 14.96s/it]
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 11%|█         | 1577/15000 [7:17:00<67:11:32, 18.02s/it]
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{'loss': 0.9194, 'learning_rate': 0.00019693304840617457, 'epoch': 0.3}
{'loss': 0.9194, 'learning_rate': 0.00019693304840617457, 'epoch': 0.3}
{'loss': 0.9194, 'learning_rate': 0.00019693304840617457, 'epoch': 0.3}
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 11%|█         | 1665/15000 [7:41:27<71:42:04, 19.36s/it]
 11%|█         | 1666/15000 [7:41:41<66:25:05, 17.93s/it]
 11%|█         | 1667/15000 [7:41:56<62:47:27, 16.95s/it]
 11%|█         | 1668/15000 [7:42:11<60:20:40, 16.29s/it]
 11%|█         | 1669/15000 [7:42:25<58:35:07, 15.82s/it]
 11%|█         | 1670/15000 [7:42:40<57:24:27, 15.50s/it]
 11%|█         | 1671/15000 [7:42:55<56:27:40, 15.25s/it]
 11%|█         | 1672/15000 [7:43:09<55:44:21, 15.06s/it]
 11%|█         | 1673/15000 [7:43:24<55:29:21, 14.99s/it]
 1173/15000 [7:43:24<55:30:27, 14.99s/it]
 11%|█         | 1674/15000 [7:43:39<55:13:32, 14.92s/it]
 11%|█         | 1675/15000 [7:43:54<54:54:51, 14.84s/it]
 11%|█         | 1676/15000 [7:44:30<79:02:38, 21.36s/it]
 11%|█         | 1677/15000 [7:44:45<71:38:35, 19.36s/it]
 11%|█         | 1678/15000 [7:45:00<66:26:31, 17.95s/it]
 11%|█         | 1679/15000 [7:45:14<62:43:36, 16.95s/it]
 11%|█         | 1680/15000 [7:45:29<60:07:47, 16.25s/it]
 11%|█         | 1681/15000 [7:45:44<58:23:21, 15.78s/it]
 11%|█         | 1682/15000 [7:45:58<57:10:45, 15.46s/it]
 11%|█         | 1683/15000 [7:46:13<56:21:44, 15.24s/it]
 11%|█         | 1684/15000 [7:46:28<55:40:05, 15.05s/it]
 11%|█         | 1685/15000 [7:46:42<55:11:55, 14.92s/it]
 11%|█         | 1686/15000 [7:46:57<55:06:17, 14.90s/it]
 11%|█         | 1687/15000 [7:47:33<78:57:45, 21.35s/it]
 11%|█▏        | 1688/15000 [7:47:48<71:33:56, 19.35s/it]
 11%|█▏        | 1689/15000 [7:48:03<66:25:08, 17.96s/it]
 11%|█▏        | 73/15000 [7:43:24<55:31:23, 15.00s/it]
 11%|█         | 1674/15000 [7:43:39<55:13:31, 14.92s/it]
 11%|█         | 1675/15000 [7:43:54<54:57:35, 14.85s/it]
 11%|█         | 1676/15000 [7:44:30<79:00:18, 21.35s/it]
 11%|█         | 1677/15000 [7:44:45<71:44:52, 19.39s/it]
 11%|█         | 1678/15000 [7:45:00<66:25:03, 17.95s/it]
 11%|█         | 1679/15000 [7:45:14<62:45:55, 16.96s/it]
 11%|█         | 1680/15000 [7:45:29<60:05:34, 16.24s/it]
 11%|█         | 1681/15000 [7:45:44<58:22:52, 15.78s/it]
 11%|█         | 1682/15000 [7:45:58<57:05:02, 15.43s/it]
 11%|█         | 1683/15000 [7:46:13<56:17:57, 15.22s/it]
 11%|█         | 1684/15000 [7:46:28<55:41:15, 15.06s/it]
 11%|█         | 1685/15000 [7:46:42<55:19:42, 14.96s/it]
 11%|█         | 1686/15000 [7:46:57<55:05:29, 14.90s/it]
 11%|█         | 1687/15000 [7:47:33<78:55:12, 21.34s/it]
 11%|█▏        | 1688/15000 [7:47:48<71:36:09, 19.36s/it]
 11%|█▏        | 1689/15000 [7:48:03<66:27:20, 17.97s/it]
 11%|█▏        | %|█         | 1674/15000 [7:43:39<55:16:45, 14.93s/it]
 11%|█         | 1675/15000 [7:43:54<55:01:09, 14.86s/it]
 11%|█         | 1676/15000 [7:44:30<79:03:03, 21.36s/it]
 11%|█         | 1677/15000 [7:44:45<71:38:28, 19.36s/it]
 11%|█         | 1678/15000 [7:45:00<66:24:12, 17.94s/it]
 11%|█         | 1679/15000 [7:45:14<62:43:33, 16.95s/it]
 11%|█         | 1680/15000 [7:45:29<60:07:29, 16.25s/it]
 11%|█         | 1681/15000 [7:45:43<58:19:25, 15.76s/it]
 11%|█         | 1682/15000 [7:45:58<57:11:48, 15.46s/it]
 11%|█         | 1683/15000 [7:46:13<56:16:06, 15.21s/it]
 11%|█         | 1684/15000 [7:46:28<55:45:59, 15.08s/it]
 11%|█         | 1685/15000 [7:46:42<55:14:09, 14.93s/it]
 11%|█         | 1686/15000 [7:46:57<55:06:58, 14.90s/it]
 11%|█         | 1687/15000 [7:47:33<78:52:36, 21.33s/it]
 11%|█▏        | 1688/15000 [7:47:48<71:40:59, 19.39s/it]
 11%|█▏        | 1689/15000 [7:48:03<66:26:57, 17.97s/it]
 11%|█▏        | 1690/15000 [7:48:18<62:48:32, 16.99s/it]
 {'loss': 0.9122, 'learning_rate': 0.00019637985576111778, 'epoch': 0.32}
{'loss': 0.9122, 'learning_rate': 0.00019637985576111778, 'epoch': 0.32}
{'loss': 0.9122, 'learning_rate': 0.00019637985576111778, 'epoch': 0.32}
1690/15000 [7:48:18<62:44:08, 16.97s/it]
 11%|█▏        | 1691/15000 [7:48:32<60:24:06, 16.34s/it]
 11%|█▏        | 1692/15000 [7:48:47<58:32:59, 15.84s/it]
 11%|█▏        | 1693/15000 [7:49:02<57:17:07, 15.50s/it]
 11%|█▏        | 1694/15000 [7:49:16<56:23:32, 15.26s/it]
 11%|█▏        | 1695/15000 [7:49:31<55:51:52, 15.12s/it]
 11%|█▏        | 1696/15000 [7:49:46<55:28:35, 15.01s/it]
 11%|█▏        | 1697/15000 [7:50:01<55:14:26, 14.95s/it]
 11%|█▏        | 1698/15000 [7:50:37<78:55:16, 21.36s/it]
 11%|█▏        | 1699/15000 [7:50:52<71:36:37, 19.38s/it]
 11%|█▏        | 1700/15000 [7:51:06<66:15:05, 17.93s/it]
                                                         

 11%|█▏        | 1700/15000 [7:51:07<66:15:05, 17.93s/it]
 11%|█▏        | 1701/15000 [7:51:22<63:06:09, 17.08s/it]
 11%|█▏        | 1702/15000 [7:51:36<60:23:06, 16.35s/it]
 11%|█▏        | 1703/15000 [7:51:51<58:47:42, 15.92s/it]
 11%|█▏        | 1704/15000 [7:52:06<57:18:11, 15.521690/15000 [7:48:18<62:49:16, 16.99s/it]
 11%|█▏        | 1691/15000 [7:48:32<60:13:11, 16.29s/it]
 11%|█▏        | 1692/15000 [7:48:47<58:34:05, 15.84s/it]
 11%|█▏        | 1693/15000 [7:49:02<57:12:04, 15.47s/it]
 11%|█▏        | 1694/15000 [7:49:16<56:20:12, 15.24s/it]
 11%|█▏        | 1695/15000 [7:49:31<55:55:09, 15.13s/it]
 11%|█▏        | 1696/15000 [7:49:46<55:27:04, 15.00s/it]
 11%|█▏        | 1697/15000 [7:50:01<55:16:07, 14.96s/it]
 11%|█▏        | 1698/15000 [7:50:37<78:56:33, 21.36s/it]
 11%|█▏        | 1699/15000 [7:50:52<71:39:08, 19.39s/it]
 11%|█▏        | 1700/15000 [7:51:07<66:20:25, 17.96s/it]
                                                         

 11%|█▏        | 1700/15000 [7:51:07<66:20:25, 17.96s/it]
 11%|█▏        | 1701/15000 [7:51:22<63:02:28, 17.07s/it]
 11%|█▏        | 1702/15000 [7:51:36<60:30:10, 16.38s/it]
 11%|█▏        | 1703/15000 [7:51:51<58:40:32, 15.89s/it]
 11%|█▏        | 1704/15000 [7:52:06<57:22:36, 15.5411%|█▏        | 1691/15000 [7:48:32<60:16:33, 16.30s/it]
 11%|█▏        | 1692/15000 [7:48:47<58:32:27, 15.84s/it]
 11%|█▏        | 1693/15000 [7:49:02<57:13:19, 15.48s/it]
 11%|█▏        | 1694/15000 [7:49:16<56:24:19, 15.26s/it]
 11%|█▏        | 1695/15000 [7:49:31<55:54:10, 15.13s/it]
 11%|█▏        | 1696/15000 [7:49:46<55:23:57, 14.99s/it]
 11%|█▏        | 1697/15000 [7:50:01<55:13:01, 14.94s/it]
 11%|█▏        | 1698/15000 [7:50:37<78:52:25, 21.35s/it]
 11%|█▏        | 1699/15000 [7:50:52<71:34:00, 19.37s/it]
 11%|█▏        | 1700/15000 [7:51:06<66:22:17, 17.97s/it]
                                                         

 11%|█▏        | 1700/15000 [7:51:07<66:22:17, 17.97s/it]
 11%|█▏        | 1701/15000 [7:51:21<63:05:53, 17.08s/it]
 11%|█▏        | 1702/15000 [7:51:36<60:33:12, 16.39s/it]
 11%|█▏        | 1703/15000 [7:51:51<58:41:10, 15.89s/it]
 11%|█▏        | 1704/15000 [7:52:06<57:21:28, 15.53s/it]
 11%|█▏        | 1705/15000 [7:5s/it]
 11%|█▏        | 1705/15000 [7:52:20<56:27:30, 15.29s/it]
 11%|█▏        | 1706/15000 [7:52:35<55:47:37, 15.11s/it]
 11%|█▏        | 1707/15000 [7:52:50<55:29:28, 15.03s/it]
 11%|█▏        | 1708/15000 [7:53:05<55:05:53, 14.92s/it]
 11%|█▏        | 1709/15000 [7:53:41<78:46:28, 21.34s/it]
 11%|█▏        | 1710/15000 [7:53:56<71:19:13, 19.32s/it]
 11%|█▏        | 1711/15000 [7:54:10<66:14:24, 17.94s/it]
 11%|█▏        | 1712/15000 [7:54:25<62:37:21, 16.97s/it]
 11%|█▏        | 1713/15000 [7:54:40<59:54:47, 16.23s/it]
 11%|█▏        | 1714/15000 [7:54:54<58:18:03, 15.80s/it]
 11%|█▏        | 1715/15000 [7:55:09<56:59:20, 15.44s/it]
 11%|█▏        | 1716/15000 [7:55:24<56:10:51, 15.23s/it]
 11%|█▏        | 1717/15000 [7:55:38<55:37:50, 15.08s/it]
 11%|█▏        | 1718/15000 [7:55:53<55:20:24, 15.00s/it]
 11%|█▏        | 1719/15000 [7:56:08<55:00:43, 14.91s/it]
 11%|█▏        | 1720/15000 [7:56:44<78:55:43, 21.40s/it]
 11%|█▏        | 1721/s/it]
 11%|█▏        | 1705/15000 [7:52:20<56:26:43, 15.28s/it]
 11%|█▏        | 1706/15000 [7:52:35<55:50:31, 15.12s/it]
 11%|█▏        | 1707/15000 [7:52:50<55:22:00, 14.99s/it]
 11%|█▏        | 1708/15000 [7:53:05<54:57:50, 14.89s/it]
 11%|█▏        | 1709/15000 [7:53:41<78:54:30, 21.37s/it]
 11%|█▏        | 1710/15000 [7:53:56<71:22:18, 19.33s/it]
 11%|█▏        | 1711/15000 [7:54:10<66:16:14, 17.95s/it]
 11%|█▏        | 1712/15000 [7:54:25<62:35:23, 16.96s/it]
 11%|█▏        | 1713/15000 [7:54:40<60:02:15, 16.27s/it]
 11%|█▏        | 1714/15000 [7:54:54<58:15:33, 15.79s/it]
 11%|█▏        | 1715/15000 [7:55:09<56:59:14, 15.44s/it]
 11%|█▏        | 1716/15000 [7:55:24<56:11:04, 15.23s/it]
 11%|█▏        | 1717/15000 [7:55:38<55:35:24, 15.07s/it]
 11%|█▏        | 1718/15000 [7:55:53<55:20:00, 15.00s/it]
 11%|█▏        | 1719/15000 [7:56:08<54:59:49, 14.91s/it]
 11%|█▏        | 1720/15000 [7:56:44<78:53:44, 21.39s/it]
 11%|█▏        | 1721/2:20<56:23:52, 15.27s/it]
 11%|█▏        | 1706/15000 [7:52:35<55:48:40, 15.11s/it]
 11%|█▏        | 1707/15000 [7:52:50<55:22:45, 15.00s/it]
 11%|█▏        | 1708/15000 [7:53:04<55:00:32, 14.90s/it]
 11%|█▏        | 1709/15000 [7:53:41<78:51:19, 21.36s/it]
 11%|█▏        | 1710/15000 [7:53:56<71:27:20, 19.36s/it]
 11%|█▏        | 1711/15000 [7:54:10<66:16:32, 17.95s/it]
 11%|█▏        | 1712/15000 [7:54:25<62:33:55, 16.95s/it]
 11%|█▏        | 1713/15000 [7:54:39<59:56:37, 16.24s/it]
 11%|█▏        | 1714/15000 [7:54:54<58:14:48, 15.78s/it]
 11%|█▏        | 1715/15000 [7:55:09<57:01:56, 15.45s/it]
 11%|█▏        | 1716/15000 [7:55:24<56:13:15, 15.24s/it]
 11%|█▏        | 1717/15000 [7:55:38<55:36:26, 15.07s/it]
 11%|█▏        | 1718/15000 [7:55:53<55:18:53, 14.99s/it]
 11%|█▏        | 1719/15000 [7:56:08<55:02:15, 14.92s/it]
 11%|█▏        | 1720/15000 [7:56:44<78:55:40, 21.40s/it]
 11%|█▏        | 1721/15000 [7:56:59<71:31:36, 19.39s/it]
 11%|15000 [7:56:59<71:27:11, 19.37s/it]
 11%|█▏        | 1722/15000 [7:57:14<66:21:41, 17.99s/it]
 11%|█▏        | 1723/15000 [7:57:29<62:41:44, 17.00s/it]
 11%|█▏        | 1724/15000 [7:57:43<60:07:48, 16.31s/it]
 12%|█▏        | 1725/15000 [7:57:58<58:15:22, 15.80s/it]
 12%|█▏        | 1726/15000 [7:58:12<56:53:08, 15.43s/it]
 12%|█▏        | 1727/15000 [7:58:27<56:04:47, 15.21s/it]
 12%|█▏        | 1728/15000 [7:58:42<55:29:59, 15.05s/it]
 12%|█▏        | 1729/15000 [7:58:56<54:55:57, 14.90s/it]
 12%|█▏        | 1730/15000 [7:59:11<54:36:39, 14.82s/it]
 12%|█▏        | 1731/15000 [7:59:48<78:46:09, 21.37s/it]
 12%|█▏        | 1732/15000 [8:00:02<71:08:58, 19.30s/it]
 12%|█▏        | 1733/15000 [8:00:17<66:04:42, 17.93s/it]
 12%|█▏        | 1734/15000 [8:00:31<62:23:10, 16.93s/it]
 12%|█▏        | 1735/15000 [8:00:46<59:46:43, 16.22s/it]
 12%|█▏        | 1736/15000 [8:01:01<58:04:32, 15.76s/it]
 12%|█▏        | 1737/15000 [8:01:15<56:47:32, 15.42s/15000 [7:56:59<71:29:27, 19.38s/it]
 11%|█▏        | 1722/15000 [7:57:14<66:26:18, 18.01s/it]
 11%|█▏        | 1723/15000 [7:57:28<62:34:14, 16.97s/it]
 11%|█▏        | 1724/15000 [7:57:43<60:02:52, 16.28s/it]
 12%|█▏        | 1725/15000 [7:57:58<58:18:46, 15.81s/it]
 12%|█▏        | 1726/15000 [7:58:12<56:54:30, 15.43s/it]
 12%|█▏        | 1727/15000 [7:58:27<56:05:57, 15.22s/it]
 12%|█▏        | 1728/15000 [7:58:42<55:25:09, 15.03s/it]
 12%|█▏        | 1729/15000 [7:58:56<55:01:48, 14.93s/it]
 12%|█▏        | 1730/15000 [7:59:11<54:40:05, 14.83s/it]
 12%|█▏        | 1731/15000 [7:59:48<78:41:37, 21.35s/it]
 12%|█▏        | 1732/15000 [8:00:02<71:14:53, 19.33s/it]
 12%|█▏        | 1733/15000 [8:00:17<66:03:33, 17.93s/it]
 12%|█▏        | 1734/15000 [8:00:31<62:18:30, 16.91s/it]
 12%|█▏        | 1735/15000 [8:00:46<59:48:39, 16.23s/it]
 12%|█▏        | 1736/15000 [8:01:01<58:03:31, 15.76s/it]
 12%|█▏        | 1737/15000 [8:01:15<56:51:56, 15.44s/▏        | 1722/15000 [7:57:14<66:19:50, 17.98s/it]
 11%|█▏        | 1723/15000 [7:57:28<62:38:56, 16.99s/it]
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 12%|█{'loss': 0.9072, 'learning_rate': 0.00019578173241879872, 'epoch': 0.34}
{'loss': 0.9072, 'learning_rate': 0.00019578173241879872, 'epoch': 0.34}
{'loss': 0.9072, 'learning_rate': 0.00019578173241879872, 'epoch': 0.34}
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 12%|█▏        | 1828/15000 [8:26:26<55:54:22, 15.28s/it]
 12%|█▏        | 1829/15000 [8:26:40<55:16:40, 15.11s/it]
 12%|█▏        | 1830/15000 [8:26:55<54:49:58, 14.99s/it]
 12%|█▏        | 1831/15000 [8:27:10<54:29:43, 14.90s/it]
 12%|█▏        | 1832/15000 [8:27:46<78:01:04, 21.33s/it]
 12%|█▏        | 1833/15000 [8:28:01<70:37:04, 19.31s/it]
 12%|█▏        | 1834/15000 [8:28:16<65:41:00, 17.96s/it]
 12%|█▏        | 1835/15000 [8:28:30<62:01:23:37<55:16:11, 15.09s/it]
 12%|█▏        | 1819/15000 [8:23:52<54:44:01, 14.95s/it]
 12%|█▏        | 1820/15000 [8:24:06<54:36:57, 14.92s/it]
 12%|█▏        | 1821/15000 [8:24:43<77:49:55, 21.26s/it]
 12%|█▏        | 1822/15000 [8:24:57<70:44:30, 19.33s/it]
 12%|█▏        | 1823/15000 [8:25:12<65:41:49, 17.95s/it]
 12%|█▏        | 1824/15000 [8:25:27<62:07:31, 16.97s/it]
 12%|█▏        | 1825/15000 [8:25:42<59:46:12, 16.33s/it]
 12%|█▏        | 1826/15000 [8:25:56<57:54:58, 15.83s/it]
 12%|█▏        | 1827/15000 [8:26:11<56:39:08, 15.48s/it]
 12%|█▏        | 1828/15000 [8:26:26<55:53:51, 15.28s/it]
 12%|█▏        | 1829/15000 [8:26:40<55:19:17, 15.12s/it]
 12%|█▏        | 1830/15000 [8:26:55<54:51:04, 14.99s/it]
 12%|█▏        | 1831/15000 [8:27:10<54:26:35, 14.88s/it]
 12%|█▏        | 1832/15000 [8:27:46<78:03:38, 21.34s/it]
 12%|█▏        | 1833/15000 [8:28:01<70:38:04, 19.31s/it]
 12%|█▏        | 1834/15000 [8:28:16<65:36:39, 17.94s/it]
 12%|23:37<55:15:02, 15.09s/it]
 12%|█▏        | 1819/15000 [8:23:52<54:38:37, 14.92s/it]
 12%|█▏        | 1820/15000 [8:24:06<54:28:32, 14.88s/it]
 12%|█▏        | 1821/15000 [8:24:43<77:55:10, 21.28s/it]
 12%|█▏        | 1822/15000 [8:24:57<70:47:49, 19.34s/it]
 12%|█▏        | 1823/15000 [8:25:12<65:42:12, 17.95s/it]
 12%|█▏        | 1824/15000 [8:25:27<62:13:00, 17.00s/it]
 12%|█▏        | 1825/15000 [8:25:42<59:40:27, 16.31s/it]
 12%|█▏        | 1826/15000 [8:25:56<57:58:25, 15.84s/it]
 12%|█▏        | 1827/15000 [8:26:11<56:40:55, 15.49s/it]
 12%|█▏        | 1828/15000 [8:26:26<55:51:17, 15.27s/it]
 12%|█▏        | 1829/15000 [8:26:40<55:16:56, 15.11s/it]
 12%|█▏        | 1830/15000 [8:26:55<54:56:39, 15.02s/it]
 12%|█▏        | 1831/15000 [8:27:10<54:31:20, 14.90s/it]
 12%|█▏        | 1832/15000 [8:27:46<77:56:13, 21.31s/it]
 12%|█▏        | 1833/15000 [8:28:01<70:43:13, 19.34s/it]
 12%|█▏        | 1834/15000 [8:28:16<65:34:41, 17.93s/it]
 12%|█▏        | 1835/15000 [8:28:30<62:04:56, 16.98s/it]
 12%|█▏        | 1836/15000 [8:28:45<59:41:33, 16.32s/it]
 12%|█▏        | 1837/15000 [8:29:00<58:03:01, 15.88s/it]
 12%|█▏        | 1838/15000 [8:29:15<56:42:09, 15.51s/it]
 12%|█▏        | 1839/15000 [8:29:29<55:58:17, 15.31s/it]
 12%|█▏        | 1840/15000 [8:29:44<55:18:40, 15.13s/it]
 12%|█▏        | 1841/15000 [8:29:59<54:50:38, 15.00s/it]
 12%|█▏        | 1842/15000 [8:30:13<54:26:18, 14.89s/it]
 12%|█▏        | 1843/15000 [8:30:50<77:50:48, 21.30s/it]
 12%|█▏        | 1844/15000 [8:31:04<70:38:43, 19.33s/it]
 12%|█▏        | 1845/15000 [8:31:19<65:31:09, 17.93s/it]
 12%|█▏        | 1846/15000 [8:31:34<61:47:05, 16.91s/it]
 12%|█▏        | 1847/15000 [8:31:48<59:25:53, 16.27s/it]
 12%|█▏        | 1848/15000 [8:32:03<57:36:25, 15.77s/it]
 12%|█▏        | 1849/15000 [8:32:18<56:23:24, 15.44s/it]
 12%|█▏        | 1850/15000 [8:32:32<55:35:18, 15.22s/it]
 12%|█▏        | 1851/15000 [8:32█▏        | 1835/15000 [8:28:30<62:08:32, 16.99s/it]
 12%|█▏        | 1836/15000 [8:28:45<59:41:22, 16.32s/it]
 12%|█▏        | 1837/15000 [8:29:00<57:58:39, 15.86s/it]
 12%|█▏        | 1838/15000 [8:29:14<56:38:32, 15.49s/it]
 12%|█▏        | 1839/15000 [8:29:29<55:59:49, 15.32s/it]
 12%|█▏        | 1840/15000 [8:29:44<55:18:18, 15.13s/it]
 12%|█▏        | 1841/15000 [8:29:59<54:52:49, 15.01s/it]
 12%|█▏        | 1842/15000 [8:30:13<54:24:15, 14.88s/it]
 12%|█▏        | 1843/15000 [8:30:50<77:52:44, 21.31s/it]
 12%|█▏        | 1844/15000 [8:31:04<70:34:34, 19.31s/it]
 12%|█▏        | 1845/15000 [8:31:19<65:33:09, 17.94s/it]
 12%|█▏        | 1846/15000 [8:31:34<61:52:49, 16.94s/it]
 12%|█▏        | 1847/15000 [8:31:48<59:18:21, 16.23s/it]
 12%|█▏        | 1848/15000 [8:32:03<57:38:38, 15.78s/it]
 12%|█▏        | 1849/15000 [8:32:18<56:24:20, 15.44s/it]
 12%|█▏        | 1850/15000 [8:32:32<55:36:39, 15.22s/it]
 12%|█▏        | 1851/15000 [8:3221, 16.96s/it]
 12%|█▏        | 1836/15000 [8:28:45<59:40:30, 16.32s/it]
 12%|█▏        | 1837/15000 [8:29:00<58:00:22, 15.86s/it]
 12%|█▏        | 1838/15000 [8:29:15<56:46:37, 15.53s/it]
 12%|█▏        | 1839/15000 [8:29:29<55:59:03, 15.31s/it]
 12%|█▏        | 1840/15000 [8:29:44<55:19:33, 15.13s/it]
 12%|█▏        | 1841/15000 [8:29:59<54:42:20, 14.97s/it]
 12%|█▏        | 1842/15000 [8:30:13<54:26:44, 14.90s/it]
 12%|█▏        | 1843/15000 [8:30:50<77:48:38, 21.29s/it]
 12%|█▏        | 1844/15000 [8:31:04<70:37:29, 19.33s/it]
 12%|█▏        | 1845/15000 [8:31:19<65:32:17, 17.94s/it]
 12%|█▏        | 1846/15000 [8:31:34<61:54:47, 16.94s/it]
 12%|█▏        | 1847/15000 [8:31:48<59:21:13, 16.25s/it]
 12%|█▏        | 1848/15000 [8:32:03<57:37:38, 15.77s/it]
 12%|█▏        | 1849/15000 [8:32:18<56:26:20, 15.45s/it]
 12%|█▏        | 1850/15000 [8:32:32<55:37:29, 15.23s/it]
 12%|█▏        | 1851/15000 [8:32:47<55:02:46, 15.07s/it]
 12%|█▏        | 1852/15000 [8:33:02<54:32:43, 14.93s/it]
 12%|█▏        | 1853/15000 [8:33:16<54:20:35, 14.88s/it]
 12%|█▏        | 1854/15000 [8:33:31<54:05:35, 14.81s/it]
 12%|█▏        | 1855/15000 [8:34:07<77:37:47, 21.26s/it]
 12%|█▏        | 1856/15000 [8:34:22<70:21:34, 19.27s/it]
 12%|█▏        | 1857/15000 [8:34:36<65:08:37, 17.84s/it]
 12%|█▏        | 1858/15000 [8:34:51<61:40:19, 16.89s/it]
 12%|█▏        | 1859/15000 [8:35:06<59:16:16, 16.24s/it]
 12%|█▏        | 1860/15000 [8:35:20<57:28:41, 15.75s/it]
 12%|█▏        | 1861/15000 [8:35:35<56:20:01, 15.44s/it]
 12%|█▏        | 1862/15000 [8:35:50<55:23:29, 15.18s/it]
 12%|█▏        | 1863/15000 [8:36:04<54:45:07, 15.00s/it]
 12%|█▏        | 1864/15000 [8:36:19<54:23:32, 14.91s/it]
 12%|█▏        | 1865/15000 [8:36:34<54:07:00, 14.83s/it]
 12%|█▏        | 1866/15000 [8:37:10<77:31:23, 21.25s/it]
 12%|█▏        | 1867/15000 [8:37:25<70:13:58, 19.25s/it]
 12%|█▏        | 1868/15000 [8:37:39<65:15:24:47<55:07:05, 15.09s/it]
 12%|█▏        | 1852/15000 [8:33:02<54:33:58, 14.94s/it]
 12%|█▏        | 1853/15000 [8:33:16<54:12:21, 14.84s/it]
 12%|█▏        | 1854/15000 [8:33:31<54:10:26, 14.84s/it]
 12%|█▏        | 1855/15000 [8:34:07<77:36:48, 21.26s/it]
 12%|█▏        | 1856/15000 [8:34:22<70:25:05, 19.29s/it]
 12%|█▏        | 1857/15000 [8:34:37<65:11:54, 17.86s/it]
 12%|█▏        | 1858/15000 [8:34:51<61:37:36, 16.88s/it]
 12%|█▏        | 1859/15000 [8:35:06<59:11:26, 16.22s/it]
 12%|█▏        | 1860/15000 [8:35:21<57:28:01, 15.74s/it]
 12%|█▏        | 1861/15000 [8:35:35<56:23:54, 15.45s/it]
 12%|█▏        | 1862/15000 [8:35:50<55:22:52, 15.18s/it]
 12%|█▏        | 1863/15000 [8:36:04<54:39:08, 14.98s/it]
 12%|█▏        | 1864/15000 [8:36:19<54:21:30, 14.90s/it]
 12%|█▏        | 1865/15000 [8:36:34<54:07:26, 14.83s/it]
 12%|█▏        | 1866/15000 [8:37:10<77:34:03, 21.26s/it]
 12%|█▏        | 1867/15000 [8:37:25<70:21:03, 19.28s/it]
 12%|:47<55:05:50, 15.08s/it]
 12%|█▏        | 1852/15000 [8:33:02<54:33:04, 14.94s/it]
 12%|█▏        | 1853/15000 [8:33:16<54:15:03, 14.86s/it]
 12%|█▏        | 1854/15000 [8:33:31<54:11:01, 14.84s/it]
 12%|█▏        | 1855/15000 [8:34:07<77:33:01, 21.24s/it]
 12%|█▏        | 1856/15000 [8:34:22<70:20:22, 19.27s/it]
 12%|█▏        | 1857/15000 [8:34:37<65:14:50, 17.87s/it]
 12%|█▏        | 1858/15000 [8:34:51<61:41:30, 16.90s/it]
 12%|█▏        | 1859/15000 [8:35:06<59:09:48, 16.21s/it]
 12%|█▏        | 1860/15000 [8:35:21<57:28:53, 15.75s/it]
 12%|█▏        | 1861/15000 [8:35:35<56:19:41, 15.43s/it]
 12%|█▏        | 1862/15000 [8:35:50<55:26:24, 15.19s/it]
 12%|█▏        | 1863/15000 [8:36:04<54:40:38, 14.98s/it]
 12%|█▏        | 1864/15000 [8:36:19<54:26:39, 14.92s/it]
 12%|█▏        | 1865/15000 [8:36:34<54:03:43, 14.82s/it]
 12%|█▏        | 1866/15000 [8:37:10<77:33:22, 21.26s/it]
 12%|█▏        | 1867/15000 [8:37:25<70:17:59, 19.27s/it]
 12%|█▏        | 1868/15000 [8:37:39<65:15:13, 17.89s/it]
 12%|█▏        | 1869/15000 [8:37:54<61:36:32, 16.89s/it]
 12%|█▏        | 1870/15000 [8:38:09<59:07:05, 16.21s/it]
 12%|█▏        | 1871/15000 [8:38:23<57:29:39, 15.77s/it]
 12%|█▏        | 1872/15000 [8:38:38<56:22:32, 15.46s/it]
 12%|█▏        | 1873/15000 [8:38:53<55:20:56, 15.18s/it]
 12%|█▏        | 1874/15000 [8:39:07<54:47:20, 15.03s/it]
 12%|█▎        | 1875/15000 [8:39:22<54:30:58, 14.95s/it]
 13%|█▎        | 1876/15000 [8:39:37<54:05:29, 14.84s/it]
 13%|█▎        | 1877/15000 [8:40:13<77:26:37, 21.24s/it]
 13%|█▎        | 1878/15000 [8:40:27<70:12:22, 19.26s/it]
 13%|█▎        | 1879/15000 [8:40:42<65:08:14, 17.87s/it]
 13%|█▎        | 1880/15000 [8:40:57<61:37:11, 16.91s/it]
 13%|█▎        | 1881/15000 [8:41:11<59:20:52, 16.29s/it]
 13%|█▎        | 1882/15000 [8:41:26<57:26:48, 15.77s/it]
 13%|█▎        | 1883/15000 [8:41:41<56:18:13, 15.45s/it]
 13%|█▎        | 1884/15000 [8:41:5▏        | 1868/15000 [8:37:39<65:13:42, 17.88s/it]
 12%|█▏        | 1869/15000 [8:37:54<61:36:18, 16.89s/it]
 12%|█▏        | 1870/15000 [8:38:09<59:12:19, 16.23s/it]
 12%|█▏        | 1871/15000 [8:38:23<57:31:15, 15.77s/it]
 12%|█▏        | 1872/15000 [8:38:38<56:19:56, 15.45s/it]
 12%|█▏        | 1873/15000 [8:38:52<55:16:10, 15.16s/it]
 12%|█▏        | 1874/15000 [8:39:07<54:46:42, 15.02s/it]
 12%|█▎        | 1875/15000 [8:39:22<54:23:07, 14.92s/it]
 13%|█▎        | 1876/15000 [8:39:36<54:06:24, 14.84s/it]
 13%|█▎        | 1877/15000 [8:40:13<77:31:13, 21.27s/it]
 13%|█▎        | 1878/15000 [8:40:27<70:16:40, 19.28s/it]
 13%|█▎        | 1879/15000 [8:40:42<65:05:59, 17.86s/it]
 13%|█▎        | 1880/15000 [8:40:57<61:40:45, 16.92s/it]
 13%|█▎        | 1881/15000 [8:41:12<59:24:14, 16.30s/it]
 13%|█▎        | 1882/15000 [8:41:26<57:31:36, 15.79s/it]
 13%|█▎        | 1883/15000 [8:41:41<56:15:39, 15.44s/it]
 13%|█▎        | 1884/15000 [8:41:5, 17.89s/it]
 12%|█▏        | 1869/15000 [8:37:54<61:44:29, 16.93s/it]
 12%|█▏        | 1870/15000 [8:38:09<59:16:00, 16.25s/it]
 12%|█▏        | 1871/15000 [8:38:23<57:30:02, 15.77s/it]
 12%|█▏        | 1872/15000 [8:38:38<56:13:10, 15.42s/it]
 12%|█▏        | 1873/15000 [8:38:52<55:21:29, 15.18s/it]
 12%|█▏        | 1874/15000 [8:39:07<54:41:52, 15.00s/it]
 12%|█▎        | 1875/15000 [8:39:22<54:27:22, 14.94s/it]
 13%|█▎        | 1876/15000 [8:39:36<54:08:04, 14.85s/it]
 13%|█▎        | 1877/15000 [8:40:13<77:32:39, 21.27s/it]
 13%|█▎        | 1878/15000 [8:40:27<70:13:23, 19.27s/it]
 13%|█▎        | 1879/15000 [8:40:42<65:12:44, 17.89s/it]
 13%|█▎        | 1880/15000 [8:40:57<61:42:13, 16.93s/it]
 13%|█▎        | 1881/15000 [8:41:11<59:14:12, 16.26s/it]
 13%|█▎        | 1882/15000 [8:41:26<57:31:45, 15.79s/it]
 13%|█▎        | 1883/15000 [8:41:41<56:22:09, 15.47s/it]
 13%|█▎        | 1884/15000 [8:41:55<55:26:45, 15.22s/it]
 13%|█▎        {'loss': 0.9041, 'learning_rate': 0.00019513895721444286, 'epoch': 0.36}
5<55:26:35, 15.22s/it]
 13%|█▎        | 1885/15000 [8:42:10<54:55:53, 15.08s/it]
 13%|█▎        | 1886/15000 [8:42:25<54:29:55, 14.96s/it]
 13%|█▎        | 1887/15000 [8:42:39<54:06:47, 14.86s/it]
 13%|█▎        | 1888/15000 [8:43:16<78:10:24, 21.46s/it]
 13%|█▎        | 1889/15000 [8:43:31<70:43:17, 19.42s/it]
 13%|█▎        | 1890/15000 [8:43:45<65:17:20, 17.93s/it]
 13%|█▎        | 1891/15000 [8:44:00<61:52:14, 16.99s/it]
 13%|█▎        | 1892/15000 [8:44:15<59:14:16, 16.27s/it]
 13%|█▎        | 1893/15000 [8:44:30<57:31:52, 15.80s/it]
 13%|█▎        | 1894/15000 [8:44:44<56:04:48, 15.40s/it]
 13%|█▎        | 1895/15000 [8:44:59<55:20:20, 15.20s/it]
 13%|█▎        | 1896/15000 [8:45:13<54:39:41, 15.02s/it]
 13%|█▎        | 1897/15000 [8:45:28<54:19:12, 14.92s/it]
 13%|█▎        | 1898/15000 [8:45:43<53:59:34, 14.84s/it]
 13%|█▎        | 1899/15000 [8:46:19<77:35:58, 21.32s/it]
 13%|█▎        | 1900/15000 [8:46:34<70:08:12, 19.27s/it]
         {'loss': 0.9041, 'learning_rate': 0.00019513895721444286, 'epoch': 0.36}
5<55:25:32, 15.21s/it]
 13%|█▎        | 1885/15000 [8:42:10<54:56:04, 15.08s/it]
 13%|█▎        | 1886/15000 [8:42:25<54:29:17, 14.96s/it]
 13%|█▎        | 1887/15000 [8:42:39<54:00:24, 14.83s/it]
 13%|█▎        | 1888/15000 [8:43:16<78:07:40, 21.45s/it]
 13%|█▎        | 1889/15000 [8:43:31<70:42:59, 19.42s/it]
 13%|█▎        | 1890/15000 [8:43:45<65:22:17, 17.95s/it]
 13%|█▎        | 1891/15000 [8:44:00<61:47:25, 16.97s/it]
 13%|█▎        | 1892/15000 [8:44:15<59:15:10, 16.27s/it]
 13%|█▎        | 1893/15000 [8:44:29<57:27:50, 15.78s/it]
 13%|█▎        | 1894/15000 [8:44:44<56:07:53, 15.42s/it]
 13%|█▎        | 1895/15000 [8:44:59<55:16:41, 15.19s/it]
 13%|█▎        | 1896/15000 [8:45:13<54:42:44, 15.03s/it]
 13%|█▎        | 1897/15000 [8:45:28<54:16:44, 14.91s/it]
 13%|█▎        | 1898/15000 [8:45:43<54:08:40, 14.88s/it]
 13%|█▎        | 1899/15000 [8:46:19<77:30:40, 21.30s/it]
 13%|█▎        | 1900/15000 [8:46:34<70:12:37, 19.29s/it]
         {'loss': 0.9041, 'learning_rate': 0.00019513895721444286, 'epoch': 0.36}
| 1885/15000 [8:42:10<54:50:13, 15.05s/it]
 13%|█▎        | 1886/15000 [8:42:25<54:25:11, 14.94s/it]
 13%|█▎        | 1887/15000 [8:42:39<54:01:03, 14.83s/it]
 13%|█▎        | 1888/15000 [8:43:16<78:05:15, 21.44s/it]
 13%|█▎        | 1889/15000 [8:43:31<70:45:09, 19.43s/it]
 13%|█▎        | 1890/15000 [8:43:46<65:29:37, 17.98s/it]
 13%|█▎        | 1891/15000 [8:44:00<61:49:50, 16.98s/it]
 13%|█▎        | 1892/15000 [8:44:15<59:11:06, 16.25s/it]
 13%|█▎        | 1893/15000 [8:44:29<57:21:53, 15.76s/it]
 13%|█▎        | 1894/15000 [8:44:44<56:08:57, 15.42s/it]
 13%|█▎        | 1895/15000 [8:44:59<55:17:49, 15.19s/it]
 13%|█▎        | 1896/15000 [8:45:13<54:44:39, 15.04s/it]
 13%|█▎        | 1897/15000 [8:45:28<54:21:49, 14.94s/it]
 13%|█▎        | 1898/15000 [8:45:43<54:04:13, 14.86s/it]
 13%|█▎        | 1899/15000 [8:46:19<77:29:51, 21.30s/it]
 13%|█▎        | 1900/15000 [8:46:34<70:09:50, 19.28s/it]
                                                                                                   

 13%|█▎        | 1900/15000 [8:46:34<70:12:37, 19.29s/it]
 13%|█▎        | 1901/15000 [8:46:49<65:20:23, 17.96s/it]
 13%|█▎        | 1902/15000 [8:47:03<61:35:53, 16.93s/it]
 13%|█▎        | 1903/15000 [8:47:18<59:15:14, 16.29s/it]
 13%|█▎        | 1904/15000 [8:47:32<57:26:36, 15.79s/it]
 13%|█▎        | 1905/15000 [8:47:47<56:14:07, 15.46s/it]
 13%|█▎        | 1906/15000 [8:48:02<55:21:48, 15.22s/it]
 13%|█▎        | 1907/15000 [8:48:16<54:42:27, 15.04s/it]
 13%|█▎        | 1908/15000 [8:48:31<54:20:12, 14.94s/it]
 13%|█▎        | 1909/15000 [8:48:46<54:06:03, 14.88s/it]
 13%|█▎        | 1910/15000 [8:49:01<53:53:15, 14.82s/it]
 13%|█▎        | 1911/15000 [8:49:37<77:42:36, 21.37s/it]
 13%|█▎        | 1912/15000 [8:49:52<70:16:57, 19.33s/it]
 13%|█▎        | 1913/15000 [8:50:07<65:14:48, 17.95s/it]
 13%|█▎        | 1914/15000 [8:50:21<61:40:25, 16.97s/it]
 13%|█▎        | 1915/15000 [8:50:36<59:                                                

 13%|█▎        | 1900/15000 [8:46:34<70:08:12, 19.27s/it]
 13%|█▎        | 1901/15000 [8:46:48<65:17:00, 17.94s/it]
 13%|█▎        | 1902/15000 [8:47:03<61:47:50, 16.99s/it]
 13%|█▎        | 1903/15000 [8:47:18<59:12:28, 16.27s/it]
 13%|█▎        | 1904/15000 [8:47:32<57:20:06, 15.76s/it]
 13%|█▎        | 1905/15000 [8:47:47<56:11:04, 15.45s/it]
 13%|█▎        | 1906/15000 [8:48:02<55:16:34, 15.20s/it]
 13%|█▎        | 1907/15000 [8:48:16<54:48:06, 15.07s/it]
 13%|█▎        | 1908/15000 [8:48:31<54:23:33, 14.96s/it]
 13%|█▎        | 1909/15000 [8:48:46<54:04:45, 14.87s/it]
 13%|█▎        | 1910/15000 [8:49:01<53:53:40, 14.82s/it]
 13%|█▎        | 1911/15000 [8:49:37<77:37:34, 21.35s/it]
 13%|█▎        | 1912/15000 [8:49:52<70:25:37, 19.37s/it]
 13%|█▎        | 1913/15000 [8:50:07<65:20:23, 17.97s/it]
 13%|█▎        | 1914/15000 [8:50:21<61:47:23, 17.00s/it]
 13%|█▎        | 1915/15000 [8:50:36<59:      

 13%|█▎        | 1900/15000 [8:46:34<70:09:50, 19.28s/it]
 13%|█▎        | 1901/15000 [8:46:48<65:20:08, 17.96s/it]
 13%|█▎        | 1902/15000 [8:47:03<61:44:59, 16.97s/it]
 13%|█▎        | 1903/15000 [8:47:18<59:10:41, 16.27s/it]
 13%|█▎        | 1904/15000 [8:47:32<57:28:44, 15.80s/it]
 13%|█▎        | 1905/15000 [8:47:47<56:13:57, 15.46s/it]
 13%|█▎        | 1906/15000 [8:48:02<55:17:05, 15.20s/it]
 13%|█▎        | 1907/15000 [8:48:16<54:46:23, 15.06s/it]
 13%|█▎        | 1908/15000 [8:48:31<54:20:40, 14.94s/it]
 13%|█▎        | 1909/15000 [8:48:46<54:03:53, 14.87s/it]
 13%|█▎        | 1910/15000 [8:49:01<53:54:41, 14.83s/it]
 13%|█▎        | 1911/15000 [8:49:37<77:37:54, 21.35s/it]
 13%|█▎        | 1912/15000 [8:49:52<70:23:47, 19.36s/it]
 13%|█▎        | 1913/15000 [8:50:07<65:19:43, 17.97s/it]
 13%|█▎        | 1914/15000 [8:50:21<61:43:07, 16.98s/it]
 13%|█▎        | 1915/15000 [8:50:36<59:12:16, 16.29s/it]
 13%|█▎        | 1916/15000 [8:50:51<57:22:45, 15.79s/it]
 13%|█▎        | 1917/15000 [8:51:05<56:14:32, 15.48s/it]
 13%|█▎        | 1918/15000 [8:51:20<55:22:16, 15.24s/it]
 13%|█▎        | 1919/15000 [8:51:35<54:46:27, 15.07s/it]
 13%|█▎        | 1920/15000 [8:51:49<54:20:42, 14.96s/it]
 13%|█▎        | 1921/15000 [8:52:04<53:58:31, 14.86s/it]
 13%|█▎        | 1922/15000 [8:52:41<77:41:54, 21.39s/it]
 13%|█▎        | 1923/15000 [8:52:55<70:22:21, 19.37s/it]
 13%|█▎        | 1924/15000 [8:53:10<65:19:01, 17.98s/it]
 13%|█▎        | 1925/15000 [8:53:25<61:40:23, 16.98s/it]
 13%|█▎        | 1926/15000 [8:53:39<59:06:51, 16.28s/it]
 13%|█▎        | 1927/15000 [8:53:54<57:24:09, 15.81s/it]
 13%|█▎        | 1928/15000 [8:54:09<56:07:01, 15.45s/it]
 13%|█▎        | 1929/15000 [8:54:23<55:13:01, 15.21s/it]
 13%|█▎        | 1930/15000 [8:54:38<54:30:29, 15.01s/it]
 13%|█▎        | 1931/15000 [8:54:52<54:03:32, 14.89s/it]
 13%|█▎        | 1932/15000 [8:55:07<53:45:04, 14.8113:34, 16.29s/it]
 13%|█▎        | 1916/15000 [8:50:51<57:25:00, 15.80s/it]
 13%|█▎        | 1917/15000 [8:51:05<56:12:59, 15.47s/it]
 13%|█▎        | 1918/15000 [8:51:20<55:15:53, 15.21s/it]
 13%|█▎        | 1919/15000 [8:51:35<54:49:02, 15.09s/it]
 13%|█▎        | 1920/15000 [8:51:49<54:21:04, 14.96s/it]
 13%|█▎        | 1921/15000 [8:52:04<53:59:44, 14.86s/it]
 13%|█▎        | 1922/15000 [8:52:41<77:42:33, 21.39s/it]
 13%|█▎        | 1923/15000 [8:52:55<70:21:35, 19.37s/it]
 13%|█▎        | 1924/15000 [8:53:10<65:14:45, 17.96s/it]
 13%|█▎        | 1925/15000 [8:53:25<61:40:23, 16.98s/it]
 13%|█▎        | 1926/15000 [8:53:39<59:07:14, 16.28s/it]
 13%|█▎        | 1927/15000 [8:53:54<57:21:59, 15.80s/it]
 13%|█▎        | 1928/15000 [8:54:09<56:11:55, 15.48s/it]
 13%|█▎        | 1929/15000 [8:54:23<55:17:43, 15.23s/it]
 13%|█▎        | 1930/15000 [8:54:38<54:32:58, 15.03s/it]
 13%|█▎        | 1931/15000 [8:54:53<54:08:16, 14.91s/it]
 13%|█▎   16:43, 16.31s/it]
 13%|█▎        | 1916/15000 [8:50:51<57:30:22, 15.82s/it]
 13%|█▎        | 1917/15000 [8:51:05<56:04:16, 15.43s/it]
 13%|█▎        | 1918/15000 [8:51:20<55:21:33, 15.23s/it]
 13%|█▎        | 1919/15000 [8:51:35<54:51:33, 15.10s/it]
 13%|█▎        | 1920/15000 [8:51:49<54:21:11, 14.96s/it]
 13%|█▎        | 1921/15000 [8:52:04<54:00:57, 14.87s/it]
 13%|█▎        | 1922/15000 [8:52:41<77:43:56, 21.40s/it]
 13%|█▎        | 1923/15000 [8:52:55<70:19:17, 19.36s/it]
 13%|█▎        | 1924/15000 [8:53:10<65:23:04, 18.00s/it]
 13%|█▎        | 1925/15000 [8:53:25<61:43:05, 16.99s/it]
 13%|█▎        | 1926/15000 [8:53:39<59:05:36, 16.27s/it]
 13%|█▎        | 1927/15000 [8:53:54<57:25:36, 15.81s/it]
 13%|█▎        | 1928/15000 [8:54:09<56:09:26, 15.47s/it]
 13%|█▎        | 1929/15000 [8:54:23<55:16:40, 15.22s/it]
 13%|█▎        | 1930/15000 [8:54:38<54:30:41, 15.01s/it]
 13%|█▎        | 1931/15000 [8:54:52<54:02:37, 14.89s/it]
 13%|█▎        | 1932/15000 [8:55:07<53:52:28, 14.84s/it]
 13%|█▎        | 1933/15000 [8:55:44<77:14:24, 21.28s/it]
 13%|█▎        | 1934/15000 [8:55:58<69:59:09, 19.28s/it]
 13%|█▎        | 1935/15000 [8:56:13<64:57:51, 17.90s/it]
 13%|█▎        | 1936/15000 [8:56:28<61:28:09, 16.94s/it]
 13%|█▎        | 1937/15000 [8:56:42<58:54:47, 16.24s/it]
 13%|█▎        | 1938/15000 [8:56:57<57:15:52, 15.78s/it]
 13%|█▎        | 1939/15000 [8:57:12<56:06:45, 15.47s/it]
 13%|█▎        | 1940/15000 [8:57:26<55:14:31, 15.23s/it]
 13%|█▎        | 1941/15000 [8:57:41<54:40:53, 15.07s/it]
 13%|█▎        | 1942/15000 [8:57:56<54:16:57, 14.97s/it]
 13%|█▎        | 1943/15000 [8:58:10<54:06:05, 14.92s/it]
 13%|█▎        | 1944/15000 [8:58:47<77:48:20, 21.45s/it]
 13%|█▎        | 1945/15000 [8:59:02<70:35:28, 19.47s/it]
 13%|█▎        | 1946/15000 [8:59:17<65:27:43, 18.05s/it]
 13%|█▎        | 1947/15000 [8:59:32<61:51:38, 17.06s/it]
 13%|█▎        | 1948/15000 [8:59:46<59:15     | 1932/15000 [8:55:07<53:46:53, 14.82s/it]
 13%|█▎        | 1933/15000 [8:55:44<77:20:33, 21.31s/it]
 13%|█▎        | 1934/15000 [8:55:58<69:57:04, 19.27s/it]
 13%|█▎        | 1935/15000 [8:56:13<64:59:49, 17.91s/it]
 13%|█▎        | 1936/15000 [8:56:28<61:25:52, 16.93s/it]
 13%|█▎        | 1937/15000 [8:56:42<58:52:42, 16.23s/it]
 13%|█▎        | 1938/15000 [8:56:57<57:15:57, 15.78s/it]
 13%|█▎        | 1939/15000 [8:57:11<56:00:30, 15.44s/it]
 13%|█▎        | 1940/15000 [8:57:26<55:13:25, 15.22s/it]
 13%|█▎        | 1941/15000 [8:57:41<54:44:33, 15.09s/it]
 13%|█▎        | 1942/15000 [8:57:56<54:18:38, 14.97s/it]
 13%|█▎        | 1943/15000 [8:58:10<54:04:20, 14.91s/it]
 13%|█▎        | 1944/15000 [8:58:47<77:44:48, 21.44s/it]
 13%|█▎        | 1945/15000 [8:59:02<70:45:29, 19.51s/it]
 13%|█▎        | 1946/15000 [8:59:17<65:30:42, 18.07s/it]
 13%|█▎        | 1947/15000 [8:59:32<61:53:45, 17.07s/it]
 13%|█▎        | 1948/15000 [8:59:46<59:18s/it]
 13%|█▎        | 1933/15000 [8:55:43<77:18:04, 21.30s/it]
 13%|█▎        | 1934/15000 [8:55:58<69:59:38, 19.29s/it]
 13%|█▎        | 1935/15000 [8:56:13<64:56:28, 17.89s/it]
 13%|█▎        | 1936/15000 [8:56:27<61:27:44, 16.94s/it]
 13%|█▎        | 1937/15000 [8:56:42<59:02:51, 16.27s/it]
 13%|█▎        | 1938/15000 [8:56:57<57:14:53, 15.78s/it]
 13%|█▎        | 1939/15000 [8:57:11<56:01:55, 15.44s/it]
 13%|█▎        | 1940/15000 [8:57:26<55:15:04, 15.23s/it]
 13%|█▎        | 1941/15000 [8:57:41<54:38:45, 15.06s/it]
 13%|█▎        | 1942/15000 [8:57:56<54:17:17, 14.97s/it]
 13%|█▎        | 1943/15000 [8:58:10<54:02:07, 14.90s/it]
 13%|█▎        | 1944/15000 [8:58:47<77:50:54, 21.47s/it]
 13%|█▎        | 1945/15000 [8:59:02<70:42:38, 19.50s/it]
 13%|█▎        | 1946/15000 [8:59:17<65:31:11, 18.07s/it]
 13%|█▎        | 1947/15000 [8:59:31<61:50:33, 17.06s/it]
 13%|█▎        | 1948/15000 [8:59:46<59:13:54, 16.34s/it]
 13%|█▎        | 1949/:08, 16.36s/it]
 13%|█▎        | 1949/15000 [9:00:01<57:25:15, 15.84s/it]
 13%|█▎        | 1950/15000 [9:00:16<56:11:56, 15.50s/it]
 13%|█▎        | 1951/15000 [9:00:30<55:16:06, 15.25s/it]
 13%|█▎        | 1952/15000 [9:00:45<54:39:39, 15.08s/it]
 13%|█▎        | 1953/15000 [9:01:00<54:19:15, 14.99s/it]
 13%|█▎        | 1954/15000 [9:01:14<53:54:07, 14.87s/it]
 13%|█▎        | 1955/15000 [9:01:51<77:35:29, 21.41s/it]
 13%|█▎        | 1956/15000 [9:02:06<70:13:27, 19.38s/it]
 13%|█▎        | 1957/15000 [9:02:20<65:16:02, 18.01s/it]
 13%|█▎        | 1958/15000 [9:02:35<61:37:55, 17.01s/it]
 13%|█▎        | 1959/15000 [9:02:50<58:53:48, 16.26s/it]
 13%|█▎        | 1960/15000 [9:03:04<57:19:30, 15.83s/it]
 13%|█▎        | 1961/15000 [9:03:19<55:57:04, 15.45s/it]
 13%|█▎        | 1962/15000 [9:03:34<55:06:39, 15.22s/it]
 13%|█▎        | 1963/15000 [9:03:48<54:26:37, 15.03s/it]
 13%|█▎        | 1964/15000 [9:04:03<54:02:06, 14.92s/it]
 13%|█▎     15000 [9:00:01<57:23:53, 15.83s/it]
 13%|█▎        | 1950/15000 [9:00:15<56:12:31, 15.51s/it]
 13%|█▎        | 1951/15000 [9:00:30<55:18:42, 15.26s/it]
 13%|█▎        | 1952/15000 [9:00:45<54:39:40, 15.08s/it]
 13%|█▎        | 1953/15000 [9:01:00<54:16:28, 14.98s/it]
 13%|█▎        | 1954/15000 [9:01:14<54:00:06, 14.90s/it]
 13%|█▎        | 1955/15000 [9:01:51<77:35:29, 21.41s/it]
 13%|█▎        | 1956/15000 [9:02:06<70:20:47, 19.41s/it]
 13%|█▎        | 1957/15000 [9:02:20<65:09:05, 17.98s/it]
 13%|█▎        | 1958/15000 [9:02:35<61:31:09, 16.98s/it]
 13%|█▎        | 1959/15000 [9:02:50<59:03:19, 16.30s/it]
 13%|█▎        | 1960/15000 [9:03:04<57:16:04, 15.81s/it]
 13%|█▎        | 1961/15000 [9:03:19<55:55:18, 15.44s/it]
 13%|█▎        | 1962/15000 [9:03:34<55:05:41, 15.21s/it]
 13%|█▎        | 1963/15000 [9:03:48<54:26:34, 15.03s/it]
 13%|█▎        | 1964/15000 [9:04:03<54:00:57, 14.92s/it]
 13%|█▎        | 1965/15000 [9:04:18<53:44:30, 14.84s/:12, 16.34s/it]
 13%|█▎        | 1949/15000 [9:00:01<57:28:59, 15.86s/it]
 13%|█▎        | 1950/15000 [9:00:16<56:09:48, 15.49s/it]
 13%|█▎        | 1951/15000 [9:00:30<55:17:15, 15.25s/it]
 13%|█▎        | 1952/15000 [9:00:45<54:40:38, 15.09s/it]
 13%|█▎        | 1953/15000 [9:01:00<54:16:10, 14.97s/it]
 13%|█▎        | 1954/15000 [9:01:14<54:01:18, 14.91s/it]
 13%|█▎        | 1955/15000 [9:01:51<77:32:08, 21.40s/it]
 13%|█▎        | 1956/15000 [9:02:06<70:14:09, 19.38s/it]
 13%|█▎        | 1957/15000 [9:02:20<65:18:00, 18.02s/it]
 13%|█▎        | 1958/15000 [9:02:35<61:39:34, 17.02s/it]
 13%|█▎        | 1959/15000 [9:02:50<59:01:57, 16.30s/it]
 13%|█▎        | 1960/15000 [9:03:04<57:20:15, 15.83s/it]
 13%|█▎        | 1961/15000 [9:03:19<55:50:32, 15.42s/it]
 13%|█▎        | 1962/15000 [9:03:34<55:04:12, 15.21s/it]
 13%|█▎        | 1963/15000 [9:03:48<54:24:01, 15.02s/it]
 13%|█▎        | 1964/15000 [9:04:03<54:05:00, 14.94s/it]
 13%|█▎        | 1965/15000 [9:04:18<53:44:47, 14.84s/it]
 13%|█▎        | 1966/15000 [9:04:32<53:30:16, 14.78s/it]
 13%|█▎        | 1967/15000 [9:05:09<77:19:50, 21.36s/it]
 13%|█▎        | 1968/15000 [9:05:24<69:59:34, 19.34s/it]
 13%|█▎        | 1969/15000 [9:05:38<64:52:28, 17.92s/it]
 13%|█▎        | 1970/15000 [9:05:53<61:20:24, 16.95s/it]
 13%|█▎        | 1971/15000 [9:06:08<58:53:08, 16.27s/it]
 13%|█▎        | 1972/15000 [9:06:22<57:07:30, 15.79s/it]
 13%|█▎        | 1973/15000 [9:06:37<55:56:01, 15.46s/it]
 13%|█▎        | 1974/15000 [9:06:52<55:02:43, 15.21s/it]
 13%|█▎        | 1975/15000 [9:07:06<54:27:21, 15.05s/it]
 13%|█▎        | 1976/15000 [9:07:21<54:00:56, 14.93s/it]
 13%|█▎        | 1977/15000 [9:07:35<53:32:34, 14.80s/it]
 13%|█▎        | 1978/15000 [9:08:12<77:04:10, 21.31s/it]
 13%|█▎        | 1979/15000 [9:08:26<69:45:55, 19.29s/it]
 13%|█▎        | 1980/15000 [9:08:41<64:45:32, 17.91s/it]
 13%|█▎        | 1981/15000 [9:08:56<61:14:5   | 1965/15000 [9:04:18<53:39:13, 14.82s/it]
 13%|█▎        | 1966/15000 [9:04:32<53:33:22, 14.79s/it]
 13%|█▎        | 1967/15000 [9:05:09<77:17:05, 21.35s/it]
 13%|█▎        | 1968/15000 [9:05:24<70:07:31, 19.37s/it]
 13%|█▎        | 1969/15000 [9:05:38<64:56:13, 17.94s/it]
 13%|█▎        | 1970/15000 [9:05:53<61:13:31, 16.92s/it]
 13%|█▎        | 1971/15000 [9:06:08<58:55:08, 16.28s/it]
 13%|█▎        | 1972/15000 [9:06:22<57:18:38, 15.84s/it]
 13%|█▎        | 1973/15000 [9:06:37<55:58:42, 15.47s/it]
 13%|█▎        | 1974/15000 [9:06:52<54:59:34, 15.20s/it]
 13%|█▎        | 1975/15000 [9:07:06<54:24:18, 15.04s/it]
 13%|█▎        | 1976/15000 [9:07:21<53:57:27, 14.91s/it]
 13%|█▎        | 1977/15000 [9:07:35<53:29:51, 14.79s/it]
 13%|█▎        | 1978/15000 [9:08:12<77:00:12, 21.29s/it]
 13%|█▎        | 1979/15000 [9:08:27<69:51:49, 19.32s/it]
 13%|█▎        | 1980/15000 [9:08:41<64:44:55, 17.90s/it]
 13%|█▎        | 1981/15000 [9:08:56<61:15:1it]
 13%|█▎        | 1966/15000 [9:04:32<53:37:47, 14.81s/it]
 13%|█▎        | 1967/15000 [9:05:09<77:14:30, 21.34s/it]
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 13%|█▎       {'loss': 0.8979, 'learning_rate': 0.00019445182979923654, 'epoch': 0.37}
{'loss': 0.8979, 'learning_rate': 0.00019445182979923654, 'epoch': 0.37}
{'loss': 0.8979, 'learning_rate': 0.00019445182979923654, 'epoch': 0.37}
]
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 13%|█▎        | 2000/15000 [9:14:18<77:09:57, 21.37s/it]Saving model checkpoint to /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-2000
tokenizer config file saved in /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-2000/tokenizer_config.json
Special tokens file saved in /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-2000/special_tokens_map.json
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 14%|█▍        | 2078/15000 [9:36:00<77:56:54, 21.72s%|█▍        | 2067/15000 [9:32:55<76:50:14, 21.39s/it]
 14%|█▍        | 2068/15000 [9:33:10<69:29:31, 19.35s/it]
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 14%|█▍        | 2099/15000 [9:41:29<53:31:03, 14.93s/it]
 14%|{'loss': 0.8945, 'learning_rate': 0.00019372067050063438, 'epoch': 0.39}
{'loss': 0.8945, 'learning_rate': 0.00019372067050063438, 'epoch': 0.39}
{'loss': 0.8945, 'learning_rate': 0.00019372067050063438, 'epoch': 0.39}
5000 [9:40:30<56:28:13, 15.75s/it]
 14%|█▍        | 2096/15000 [9:40:45<55:15:16, 15.42s/it]
 14%|█▍        | 2097/15000 [9:41:00<54:20:30, 15.16s/it]
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 14%|█▍        | 2100/15000 [9:41:44<53:16:42, 14.87s/it]
                                                         

 14%|█▍        | 2100/15000 [9:41:44<53:16:42, 14.87s/it]
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5000 [9:40:30<56:26:10, 15.74s/it]
 14%|█▍        | 2096/15000 [9:40:45<55:22:41, 15.45s/it]
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 14%|█▍        | 2100/15000 [9:41:44<53:20:19, 14.89s/it]
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█▍        | 2100/15000 [9:41:44<53:13:41, 14.85s/it]
                                                         

 14%|█▍        | 2100/15000 [9:41:44<53:13:41, 14.85s/it]
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 14%|█[9:49:12<60:45:21, 16.99s/it]
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 14%|█▍        | 2135/15000 [9:51:45<68:59:40, 19.31s/it]
 14%|█▍        | 2136/15000 [9:52:00<64:04:33, 17.93s/it]
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 14%|█▍        | 2141/15000 [9:53:13<54:12:12, 15.17s/it]
 14%|█▍        | 2142/15000 [9:53:28<53:43:23, 15.04s/it]
 1[9:49:12<60:39:18, 16.96s/it]
 14%|█▍        | 2127/15000 [9:49:26<58:19:32, 16.31s/it]
 14%|█▍        | 2128/15000 [9:49:41<56:31:42, 15.81s/it]
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 14%|█▍        | 2175/15000 [10:02:36<54:04:30, 15.18       | 2164/15000 [9:59:33<54:08:38, 15.19s/it]
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 15%|█▍        | 2176/15000 [10:02:51<53:26:19, 15.00s/it]
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 15%|█0 [10:04:11<68:26:31, 19.22s/it]
 15%|█▍        | 2181/15000 [10:04:26<63:41:17, 17.89s/it]
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 15%|█▍        | 2196/15000 [10:08:27<54:4{'loss': 0.8946, 'learning_rate': 0.00019294582017302797, 'epoch': 0.41}
{'loss': 0.8946, 'learning_rate': 0.00019294582017302797, 'epoch': 0.41}
{'loss': 0.8946, 'learning_rate': 0.00019294582017302797, 'epoch': 0.41}
        | 2192/15000 [10:07:28<63:29:52, 17.85s/it]
 15%|█▍        | 2193/15000 [10:07:43<60:07:19, 16.90s/it]
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 15%|█▍        | 2200/15000 [10:09:26<52:42:10, 14.82s/it]
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 15%|█▍        | 2206/150        | 2192/15000 [10:07:28<63:31:30, 17.86s/it]
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 15%|█▍        | 2205/15000 [10:11:01<60:14:42, 16.95s/it]
 15%|█▍        | 2206/1504:22, 15.39s/it]
 15%|█▍        | 2197/15000 [10:08:41<53:59:23, 15.18s/it]
 15%|█▍        | 2198/15000 [10:08:56<53:22:39, 15.01s/it]
 15%|█▍        | 2199/15000 [10:09:11<52:57:29, 14.89s/it]
 15%|█▍        | 2200/15000 [10:09:25<52:37:40, 14.80s/it]
                                                          

 15%|█▍        | 2200/15000 [10:09:26<52:37:40, 14.80s/it]
 15%|█▍        | 2201/15000 [10:09:40<52:46:03, 14.84s/it]
 15%|█▍        | 2202/15000 [10:10:17<76:01:35, 21.39s/it]
 15%|█▍        | 2203/15000 [10:10:32<68:49:37, 19.36s/it]
 15%|█▍        | 2204/15000 [10:10:46<63:44:08, 17.93s/it]
 15%|█▍        | 2205/15000 [10:11:01<60:13:15, 16.94s/it]
 15%|█▍        | 2206/15000 [10:11:15<57:46:44, 16.26s/it]
 15%|█▍        | 2207/15000 [10:11:30<56:07:37, 15.79s/it]
 15%|█▍        | 2208/15000 [10:11:45<55:00:25, 15.48s/it]
 15%|█▍        | 2209/15000 [10:12:00<54:08:53, 15.24s/it]
 15%|█▍        | 2210/15000 [10:12:14<53:30:28, 15.06s/it]
 100 [10:11:16<57:46:48, 16.26s/it]
 15%|█▍        | 2207/15000 [10:11:30<56:05:08, 15.78s/it]
 15%|█▍        | 2208/15000 [10:11:45<55:02:50, 15.49s/it]
 15%|█▍        | 2209/15000 [10:12:00<54:15:58, 15.27s/it]
 15%|█▍        | 2210/15000 [10:12:14<53:30:18, 15.06s/it]
 15%|█▍        | 2211/15000 [10:12:29<53:11:47, 14.97s/it]
 15%|█▍        | 2212/15000 [10:12:44<52:51:50, 14.88s/it]
 15%|█▍        | 2213/15000 [10:13:21<76:15:41, 21.47s/it]
 15%|█▍        | 2214/15000 [10:13:35<68:59:05, 19.42s/it]
 15%|█▍        | 2215/15000 [10:13:50<63:49:13, 17.97s/it]
 15%|█▍        | 2216/15000 [10:14:05<60:24:51, 17.01s/it]
 15%|█▍        | 2217/15000 [10:14:19<57:54:54, 16.31s/it]
 15%|█▍        | 2218/15000 [10:14:34<56:03:12, 15.79s/it]
 15%|█▍        | 2219/15000 [10:14:49<54:52:34, 15.46s/it]
 15%|█▍        | 2220/15000 [10:15:03<54:04:35, 15.23s/it]
 15%|█▍        | 2221/15000 [10:15:18<53:23:58, 15.04s/it]
 15%|█▍        | 2222/15000 [10:15:33<53:00 [10:11:16<57:51:40, 16.28s/it]
 15%|█▍        | 2207/15000 [10:11:30<56:09:04, 15.80s/it]
 15%|█▍        | 2208/15000 [10:11:45<55:01:03, 15.48s/it]
 15%|█▍        | 2209/15000 [10:12:00<54:09:08, 15.24s/it]
 15%|█▍        | 2210/15000 [10:12:14<53:34:43, 15.08s/it]
 15%|█▍        | 2211/15000 [10:12:29<53:09:21, 14.96s/it]
 15%|█▍        | 2212/15000 [10:12:44<52:58:17, 14.91s/it]
 15%|█▍        | 2213/15000 [10:13:21<76:17:52, 21.48s/it]
 15%|█▍        | 2214/15000 [10:13:35<69:00:32, 19.43s/it]
 15%|█▍        | 2215/15000 [10:13:50<63:51:41, 17.98s/it]
 15%|█▍        | 2216/15000 [10:14:05<60:20:19, 16.99s/it]
 15%|█▍        | 2217/15000 [10:14:19<57:54:36, 16.31s/it]
 15%|█▍        | 2218/15000 [10:14:34<56:01:51, 15.78s/it]
 15%|█▍        | 2219/15000 [10:14:49<54:54:10, 15.46s/it]
 15%|█▍        | 2220/15000 [10:15:03<53:59:58, 15.21s/it]
 15%|█▍        | 2221/15000 [10:15:18<53:25:25, 15.05s/it]
 15%|█▍        | 2222/15000 [10:15:33<53:5%|█▍        | 2211/15000 [10:12:29<53:14:00, 14.98s/it]
 15%|█▍        | 2212/15000 [10:12:44<53:00:14, 14.92s/it]
 15%|█▍        | 2213/15000 [10:13:21<76:16:47, 21.48s/it]
 15%|█▍        | 2214/15000 [10:13:35<68:59:36, 19.43s/it]
 15%|█▍        | 2215/15000 [10:13:50<63:49:33, 17.97s/it]
 15%|█▍        | 2216/15000 [10:14:05<60:22:19, 17.00s/it]
 15%|█▍        | 2217/15000 [10:14:19<57:46:34, 16.27s/it]
 15%|█▍        | 2218/15000 [10:14:34<56:02:42, 15.78s/it]
 15%|█▍        | 2219/15000 [10:14:48<54:53:12, 15.46s/it]
 15%|█▍        | 2220/15000 [10:15:03<54:08:14, 15.25s/it]
 15%|█▍        | 2221/15000 [10:15:18<53:21:37, 15.03s/it]
 15%|█▍        | 2222/15000 [10:15:32<52:58:10, 14.92s/it]
 15%|█▍        | 2223/15000 [10:15:47<52:44:22, 14.86s/it]
 15%|█▍        | 2224/15000 [10:16:24<75:49:42, 21.37s/it]
 15%|█▍        | 2225/15000 [10:16:38<68:47:54, 19.39s/it]
 15%|█▍        | 2226/15000 [10:16:53<63:46:03, 17.97s/it]
 15%|█▍       02:30, 14.94s/it]
 15%|█▍        | 2223/15000 [10:15:47<52:43:22, 14.86s/it]
 15%|█▍        | 2224/15000 [10:16:24<75:50:54, 21.37s/it]
 15%|█▍        | 2225/15000 [10:16:38<68:40:38, 19.35s/it]
 15%|█▍        | 2226/15000 [10:16:53<63:42:56, 17.96s/it]
 15%|█▍        | 2227/15000 [10:17:08<60:21:26, 17.01s/it]
 15%|█▍        | 2228/15000 [10:17:22<57:42:59, 16.27s/it]
 15%|█▍        | 2229/15000 [10:17:37<56:17:07, 15.87s/it]
 15%|█▍        | 2230/15000 [10:17:52<54:57:56, 15.50s/it]
 15%|█▍        | 2231/15000 [10:18:07<54:03:56, 15.24s/it]
 15%|█▍        | 2232/15000 [10:18:21<53:23:46, 15.06s/it]
 15%|█▍        | 2233/15000 [10:18:36<52:52:36, 14.91s/it]
 15%|█▍        | 2234/15000 [10:18:51<52:41:41, 14.86s/it]
 15%|█▍        | 2235/15000 [10:19:27<75:43:44, 21.36s/it]
 15%|█▍        | 2236/15000 [10:19:42<68:35:39, 19.35s/it]
 15%|█▍        | 2237/15000 [10:19:56<63:32:54, 17.92s/it]
 15%|█▍        | 2238/15000 [10:20:11<60:00:50, 16.93s/it01:09, 14.94s/it]
 15%|█▍        | 2223/15000 [10:15:47<52:41:08, 14.84s/it]
 15%|█▍        | 2224/15000 [10:16:24<75:50:22, 21.37s/it]
 15%|█▍        | 2225/15000 [10:16:38<68:41:38, 19.36s/it]
 15%|█▍        | 2226/15000 [10:16:53<63:46:17, 17.97s/it]
 15%|█▍        | 2227/15000 [10:17:08<60:13:28, 16.97s/it]
 15%|█▍        | 2228/15000 [10:17:23<57:50:45, 16.30s/it]
 15%|█▍        | 2229/15000 [10:17:37<56:12:47, 15.85s/it]
 15%|█▍        | 2230/15000 [10:17:52<55:02:02, 15.51s/it]
 15%|█▍        | 2231/15000 [10:18:07<54:02:23, 15.24s/it]
 15%|█▍        | 2232/15000 [10:18:21<53:23:52, 15.06s/it]
 15%|█▍        | 2233/15000 [10:18:36<52:50:39, 14.90s/it]
 15%|█▍        | 2234/15000 [10:18:51<52:38:08, 14.84s/it]
 15%|█▍        | 2235/15000 [10:19:27<75:44:06, 21.36s/it]
 15%|█▍        | 2236/15000 [10:19:42<68:42:26, 19.38s/it]
 15%|█▍        | 2237/15000 [10:19:56<63:28:52, 17.91s/it]
 15%|█▍        | 2238/15000 [10:20:11<60:03:24, 16.94s/it | 2227/15000 [10:17:08<60:19:59, 17.00s/it]
 15%|█▍        | 2228/15000 [10:17:23<57:51:01, 16.31s/it]
 15%|█▍        | 2229/15000 [10:17:37<56:10:41, 15.84s/it]
 15%|█▍        | 2230/15000 [10:17:52<54:54:23, 15.48s/it]
 15%|█▍        | 2231/15000 [10:18:07<54:04:32, 15.25s/it]
 15%|█▍        | 2232/15000 [10:18:21<53:23:04, 15.05s/it]
 15%|█▍        | 2233/15000 [10:18:36<52:50:25, 14.90s/it]
 15%|█▍        | 2234/15000 [10:18:50<52:39:01, 14.85s/it]
 15%|█▍        | 2235/15000 [10:19:27<75:42:18, 21.35s/it]
 15%|█▍        | 2236/15000 [10:19:42<68:38:45, 19.36s/it]
 15%|█▍        | 2237/15000 [10:19:56<63:35:18, 17.94s/it]
 15%|█▍        | 2238/15000 [10:20:11<60:04:49, 16.95s/it]
 15%|█▍        | 2239/15000 [10:20:26<57:32:45, 16.23s/it]
 15%|█▍        | 2240/15000 [10:20:40<55:53:34, 15.77s/it]
 15%|█▍        | 2241/15000 [10:20:55<54:43:11, 15.44s/it]
 15%|█▍        | 2242/15000 [10:21:10<53:57:40, 15.23s/it]
 15%|█▍        | 2243/15000 [1]
 15%|█▍        | 2239/15000 [10:20:26<57:30:30, 16.22s/it]
 15%|█▍        | 2240/15000 [10:20:40<55:57:21, 15.79s/it]
 15%|█▍        | 2241/15000 [10:20:55<54:44:17, 15.44s/it]
 15%|█▍        | 2242/15000 [10:21:10<53:59:27, 15.23s/it]
 15%|█▍        | 2243/15000 [10:21:24<53:25:27, 15.08s/it]
 15%|█▍        | 2244/15000 [10:21:39<53:03:32, 14.97s/it]
 15%|█▍        | 2245/15000 [10:21:54<52:36:31, 14.85s/it]
 15%|█▍        | 2246/15000 [10:22:31<76:04:37, 21.47s/it]
 15%|█▍        | 2247/15000 [10:22:45<68:51:14, 19.44s/it]
 15%|█▍        | 2248/15000 [10:23:00<63:55:47, 18.05s/it]
 15%|█▍        | 2249/15000 [10:23:15<60:16:29, 17.02s/it]
 15%|█▌        | 2250/15000 [10:23:30<57:50:01, 16.33s/it]
 15%|█▌        | 2251/15000 [10:23:44<56:09:59, 15.86s/it]
 15%|█▌        | 2252/15000 [10:23:59<55:00:47, 15.54s/it]
 15%|█▌        | 2253/15000 [10:24:14<54:08:47, 15.29s/it]
 15%|█▌        | 2254/15000 [10:24:29<53:35:02, 15.13s/it]
 15%|█▌   ]
 15%|█▍        | 2239/15000 [10:20:26<57:32:58, 16.24s/it]
 15%|█▍        | 2240/15000 [10:20:40<55:51:30, 15.76s/it]
 15%|█▍        | 2241/15000 [10:20:55<54:45:22, 15.45s/it]
 15%|█▍        | 2242/15000 [10:21:10<53:59:24, 15.23s/it]
 15%|█▍        | 2243/15000 [10:21:24<53:23:32, 15.07s/it]
 15%|█▍        | 2244/15000 [10:21:39<52:59:42, 14.96s/it]
 15%|█▍        | 2245/15000 [10:21:54<52:43:51, 14.88s/it]
 15%|█▍        | 2246/15000 [10:22:31<76:01:46, 21.46s/it]
 15%|█▍        | 2247/15000 [10:22:45<68:52:41, 19.44s/it]
 15%|█▍        | 2248/15000 [10:23:00<63:52:55, 18.03s/it]
 15%|█▍        | 2249/15000 [10:23:15<60:13:21, 17.00s/it]
 15%|█▌        | 2250/15000 [10:23:30<57:52:51, 16.34s/it]
 15%|█▌        | 2251/15000 [10:23:44<56:13:04, 15.87s/it]
 15%|█▌        | 2252/15000 [10:23:59<54:59:16, 15.53s/it]
 15%|█▌        | 2253/15000 [10:24:14<54:08:49, 15.29s/it]
 15%|█▌        | 2254/15000 [10:24:28<53:28:43, 15.10s/it]
 15%|█▌   0:21:24<53:25:49, 15.08s/it]
 15%|█▍        | 2244/15000 [10:21:39<53:00:56, 14.96s/it]
 15%|█▍        | 2245/15000 [10:21:54<52:42:39, 14.88s/it]
 15%|█▍        | 2246/15000 [10:22:31<76:04:44, 21.47s/it]
 15%|█▍        | 2247/15000 [10:22:45<68:55:50, 19.46s/it]
 15%|█▍        | 2248/15000 [10:23:00<63:48:55, 18.02s/it]
 15%|█▍        | 2249/15000 [10:23:15<60:19:18, 17.03s/it]
 15%|█▌        | 2250/15000 [10:23:29<57:52:17, 16.34s/it]
 15%|█▌        | 2251/15000 [10:23:44<56:07:35, 15.85s/it]
 15%|█▌        | 2252/15000 [10:23:59<54:55:00, 15.51s/it]
 15%|█▌        | 2253/15000 [10:24:14<54:08:50, 15.29s/it]
 15%|█▌        | 2254/15000 [10:24:28<53:32:55, 15.12s/it]
 15%|█▌        | 2255/15000 [10:24:43<53:10:57, 15.02s/it]
 15%|█▌        | 2256/15000 [10:24:58<52:45:21, 14.90s/it]
 15%|█▌        | 2257/15000 [10:25:13<52:38:11, 14.87s/it]
 15%|█▌        | 2258/15000 [10:25:49<75:47:48, 21.41s/it]
 15%|█▌        | 2259/15000 [10:26:04<68:33:03     | 2255/15000 [10:24:43<52:58:52, 14.97s/it]
 15%|█▌        | 2256/15000 [10:24:58<52:47:21, 14.91s/it]
 15%|█▌        | 2257/15000 [10:25:13<52:36:54, 14.86s/it]
 15%|█▌        | 2258/15000 [10:25:49<75:43:25, 21.39s/it]
 15%|█▌        | 2259/15000 [10:26:04<68:38:01, 19.39s/it]
 15%|█▌        | 2260/15000 [10:26:19<63:44:30, 18.01s/it]
 15%|█▌        | 2261/15000 [10:26:33<60:02:09, 16.97s/it]
 15%|█▌        | 2262/15000 [10:26:48<57:34:20, 16.27s/it]
 15%|█▌        | 2263/15000 [10:27:03<55:55:50, 15.81s/it]
 15%|█▌        | 2264/15000 [10:27:17<54:38:56, 15.45s/it]
 15%|█▌        | 2265/15000 [10:27:32<53:44:45, 15.19s/it]
 15%|█▌        | 2266/15000 [10:27:46<53:02:24, 14.99s/it]
 15%|█▌        | 2267/15000 [10:28:01<52:45:45, 14.92s/it]
 15%|█▌        | 2268/15000 [10:28:16<52:21:01, 14.80s/it]
 15%|█▌        | 2269/15000 [10:28:52<75:29:00, 21.34s/it]
 15%|█▌        | 2270/15000 [10:29:07<68:23:54, 19.34s/it]
 15%|█▌        | 2271/1500     | 2255/15000 [10:24:43<53:05:01, 14.99s/it]
 15%|█▌        | 2256/15000 [10:24:58<52:53:33, 14.94s/it]
 15%|█▌        | 2257/15000 [10:25:13<52:35:46, 14.86s/it]
 15%|█▌        | 2258/15000 [10:25:49<75:47:47, 21.41s/it]
 15%|█▌        | 2259/15000 [10:26:04<68:36:21, 19.38s/it]
 15%|█▌        | 2260/15000 [10:26:19<63:36:24, 17.97s/it]
 15%|█▌        | 2261/15000 [10:26:33<60:08:54, 17.00s/it]
 15%|█▌        | 2262/15000 [10:26:48<57:36:11, 16.28s/it]
 15%|█▌        | 2263/15000 [10:27:03<55:51:19, 15.79s/it]
 15%|█▌        | 2264/15000 [10:27:17<54:37:41, 15.44s/it]
 15%|█▌        | 2265/15000 [10:27:32<53:41:37, 15.18s/it]
 15%|█▌        | 2266/15000 [10:27:46<53:06:43, 15.02s/it]
 15%|█▌        | 2267/15000 [10:28:01<52:43:07, 14.91s/it]
 15%|█▌        | 2268/15000 [10:28:16<52:26:41, 14.83s/it]
 15%|█▌        | 2269/15000 [10:28:52<75:27:42, 21.34s/it]
 15%|█▌        | 2270/15000 [10:29:07<68:24:03, 19.34s/it]
 15%|█▌        | 2271/1500, 19.37s/it]
 15%|█▌        | 2260/15000 [10:26:19<63:35:12, 17.97s/it]
 15%|█▌        | 2261/15000 [10:26:33<60:06:10, 16.98s/it]
 15%|█▌        | 2262/15000 [10:26:48<57:38:35, 16.29s/it]
 15%|█▌        | 2263/15000 [10:27:03<55:48:02, 15.77s/it]
 15%|█▌        | 2264/15000 [10:27:17<54:37:28, 15.44s/it]
 15%|█▌        | 2265/15000 [10:27:32<53:41:44, 15.18s/it]
 15%|█▌        | 2266/15000 [10:27:46<53:06:01, 15.01s/it]
 15%|█▌        | 2267/15000 [10:28:01<52:37:56, 14.88s/it]
 15%|█▌        | 2268/15000 [10:28:16<52:26:01, 14.83s/it]
 15%|█▌        | 2269/15000 [10:28:52<75:35:49, 21.38s/it]
 15%|█▌        | 2270/15000 [10:29:07<68:22:19, 19.34s/it]
 15%|█▌        | 2271/15000 [10:29:22<63:24:59, 17.94s/it]
 15%|█▌        | 2272/15000 [10:29:36<59:55:50, 16.95s/it]
 15%|█▌        | 2273/15000 [10:29:51<57:30:34, 16.27s/it]
 15%|█▌        | 2274/15000 [10:30:05<55:40:45, 15.75s/it]
 15%|█▌        | 2275/15000 [10:30:20<54:37:29, 15.45s/it]
 150 [10:29:22<63:24:36, 17.93s/it]
 15%|█▌        | 2272/15000 [10:29:36<59:55:15, 16.95s/it]
 15%|█▌        | 2273/15000 [10:29:51<57:27:59, 16.26s/it]
 15%|█▌        | 2274/15000 [10:30:06<55:44:20, 15.77s/it]
 15%|█▌        | 2275/15000 [10:30:20<54:29:50, 15.42s/it]
 15%|█▌        | 2276/15000 [10:30:35<53:53:20, 15.25s/it]
 15%|█▌        | 2277/15000 [10:30:50<53:08:28, 15.04s/it]
 15%|█▌        | 2278/15000 [10:31:04<52:49:44, 14.95s/it]
 15%|█▌        | 2279/15000 [10:31:19<52:29:06, 14.85s/it]
 15%|█▌        | 2280/15000 [10:31:55<75:24:51, 21.34s/it]
 15%|█▌        | 2281/15000 [10:32:10<68:27:32, 19.38s/it]
 15%|█▌        | 2282/15000 [10:32:25<63:25:57, 17.96s/it]
 15%|█▌        | 2283/15000 [10:32:40<59:58:53, 16.98s/it]
 15%|█▌        | 2284/15000 [10:32:54<57:24:52, 16.25s/it]
 15%|█▌        | 2285/15000 [10:33:09<55:41:52, 15.77s/it]
 15%|█▌        | 2286/15000 [10:33:23<54:34:17, 15.45s/it]
 15%|█▌        | 2287/15000 [10:33:38<53:50 [10:29:22<63:22:50, 17.93s/it]
 15%|█▌        | 2272/15000 [10:29:36<59:59:56, 16.97s/it]
 15%|█▌        | 2273/15000 [10:29:51<57:31:41, 16.27s/it]
 15%|█▌        | 2274/15000 [10:30:06<55:40:59, 15.75s/it]
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 15%|█▌        {'loss': 0.8888, 'learning_rate': 0.0001921276400388451, 'epoch': 0.43}
{'loss': 0.8888, 'learning_rate': 0.0001921276400388451, 'epoch': 0.43}
{'loss': 0.8888, 'learning_rate': 0.0001921276400388451, 'epoch': 0.43}
9:26, 15.24s/it]
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 1| 2292/15000 [10:35:13<68:23:10, 19.37s/it]
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 16, 17.02s/it]
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 16%|█▌        %|█▌        | 2367/15000 [10:55:46<52:34:53, 14.98s/it]
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 16%|█▌        | 2386/15000 [11:01:09<55:29:50, 15.84s/it]
 16%|█▌        | 2387/15000 [11:01:24<54:14:37, 15.| 2383/15000 [11:00:25<63:06:27, 18.01s/it]
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 16%|█▌        | 2399/15000 [11{'loss': 0.8878, 'learning_rate': 0.00019126651152015403, 'epoch': 0.45}
{'loss': 0.8878, 'learning_rate': 0.00019126651152015403, 'epoch': 0.45}
{'loss': 0.8878, 'learning_rate': 0.00019126651152015403, 'epoch': 0.45}
48s/it]
 16%|█▌        | 2388/15000 [11:01:39<53:29:59, 15.27s/it]
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 16%|█▌        | 2400/15000 [11:04:56<52:32:21, 15.01s/it]
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 16%|█▌        | 2400/15000 [11:04:56<52:35:51, 15.03s/it]
                                                          

 16%|█▌        | 2400/15000 [11:04:56<52:35:51, 15.03s/it]
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 16%|█▌        | 2400/15000 [11:04:56<52:39:36, 15.05s/it]
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 17%|█▋        | 2499/15000 [11:32:26<53{'loss': 0.8819, 'learning_rate': 0.00019036283606085053, 'epoch': 0.47}
{'loss': 0.8819, 'learning_rate': 0.00019036283606085053, 'epoch': 0.47}
{'loss': 0.8819, 'learning_rate': 0.00019036283606085053, 'epoch': 0.47}
▋        | 2495/15000 [11:31:27<62:13:52, 17.92s/it]
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 17%|█▋        | 2507/15000 [11:34:45<58:53:12, 16.97s/it]
 17%|█▋        | 2508/15000 [11:35:00<56:32:58, 16.30s/it]
 17%|█▋        | 2509/1:43:59, 15.47s/it]
 17%|█▋        | 2500/15000 [11:32:41<52:50:02, 15.22s/it]
                                                          

 17%|█▋        | 2500/15000 [11:32:41<52:50:02, 15.22s/it]
 17%|█▋        | 2501/15000 [11:32:56<52:26:56, 15.11s/it]
 17%|█▋        | 2502/15000 [11:33:10<52:02:02, 14.99s/it]
 17%|█▋        | 2503/15000 [11:33:25<51:43:08, 14.90s/it]
 17%|█▋        | 2504/15000 [11:34:01<73:55:40, 21.30s/it]
 17%|█▋        | 2505/15000 [11:34:16<66:58:25, 19.30s/it]
 17%|█▋        | 2506/15000 [11:34:31<62:12:12, 17.92s/it]
 17%|█▋        | 2507/15000 [11:34:45<58:55:22, 16.98s/it]
 17%|█▋        | 2508/15000 [11:35:00<56:32:15, 16.29s/it]
 17%|█▋        | 2509/15000 [11:35:15<54:47:54, 15.79s/it]
 17%|█▋        | 2510/15000 [11:35:29<53:38:03, 15.46s/it]
 17%|█▋        | 2511/15000 [11:35:44<52:48:49, 15.22s/it]
 17%|█▋        | 2512/15000 [11:35:59<52:17:47, 15.08s/it]
 17%|█▋        | 2513/15000 [11:36:14<52:05:25, 15.02s/it]
5000 [11:35:15<54:51:23, 15.81s/it]
 17%|█▋        | 2510/15000 [11:35:30<53:39:14, 15.46s/it]
 17%|█▋        | 2511/15000 [11:35:44<52:46:52, 15.21s/it]
 17%|█▋        | 2512/15000 [11:35:59<52:16:08, 15.07s/it]
 17%|█▋        | 2513/15000 [11:36:14<51:59:31, 14.99s/it]
 17%|█▋        | 2514/15000 [11:36:29<51:52:54, 14.96s/it]
 17%|█▋        | 2515/15000 [11:37:05<73:57:53, 21.33s/it]
 17%|█▋        | 2516/15000 [11:37:19<67:04:07, 19.34s/it]
 17%|█▋        | 2517/15000 [11:37:34<62:12:03, 17.94s/it]
 17%|█▋        | 2518/15000 [11:37:49<58:45:17, 16.95s/it]
 17%|█▋        | 2519/15000 [11:38:03<56:23:27, 16.27s/it]
 17%|█▋        | 2520/15000 [11:38:18<54:40:44, 15.77s/it]
 17%|█▋        | 2521/15000 [11:38:33<53:34:34, 15.46s/it]
 17%|█▋        | 2522/15000 [11:38:48<52:56:39, 15.27s/it]
 17%|█▋        | 2523/15000 [11:39:02<52:15:58, 15.08s/it]
 17%|█▋        | 2524/15000 [11:39:17<51:49:49, 14.96s/it]
 17%|█▋        | 2525/15000 [11:39:32<55000 [11:35:15<54:49:46, 15.80s/it]
 17%|█▋        | 2510/15000 [11:35:30<53:41:07, 15.47s/it]
 17%|█▋        | 2511/15000 [11:35:44<52:51:22, 15.24s/it]
 17%|█▋        | 2512/15000 [11:35:59<52:14:22, 15.06s/it]
 17%|█▋        | 2513/15000 [11:36:14<51:58:56, 14.99s/it]
 17%|█▋        | 2514/15000 [11:36:28<51:47:53, 14.93s/it]
 17%|█▋        | 2515/15000 [11:37:05<74:06:02, 21.37s/it]
 17%|█▋        | 2516/15000 [11:37:19<67:03:36, 19.34s/it]
 17%|█▋        | 2517/15000 [11:37:34<62:10:08, 17.93s/it]
 17%|█▋        | 2518/15000 [11:37:49<58:44:55, 16.94s/it]
 17%|█▋        | 2519/15000 [11:38:03<56:24:45, 16.27s/it]
 17%|█▋        | 2520/15000 [11:38:18<54:47:27, 15.81s/it]
 17%|█▋        | 2521/15000 [11:38:33<53:33:59, 15.45s/it]
 17%|█▋        | 2522/15000 [11:38:48<52:49:55, 15.24s/it]
 17%|█▋        | 2523/15000 [11:39:02<52:19:23, 15.10s/it]
 17%|█▋        | 2524/15000 [11:39:17<51:44:35, 14.93s/it]
 17%|█▋        | 2525/15000 [11:39:32<5 17%|█▋        | 2514/15000 [11:36:28<51:48:47, 14.94s/it]
 17%|█▋        | 2515/15000 [11:37:05<73:58:56, 21.33s/it]
 17%|█▋        | 2516/15000 [11:37:19<67:01:56, 19.33s/it]
 17%|█▋        | 2517/15000 [11:37:34<62:11:05, 17.93s/it]
 17%|█▋        | 2518/15000 [11:37:49<58:43:11, 16.94s/it]
 17%|█▋        | 2519/15000 [11:38:03<56:24:24, 16.27s/it]
 17%|█▋        | 2520/15000 [11:38:18<54:47:03, 15.80s/it]
 17%|█▋        | 2521/15000 [11:38:33<53:37:27, 15.47s/it]
 17%|█▋        | 2522/15000 [11:38:47<52:52:16, 15.25s/it]
 17%|█▋        | 2523/15000 [11:39:02<52:12:24, 15.06s/it]
 17%|█▋        | 2524/15000 [11:39:17<51:52:31, 14.97s/it]
 17%|█▋        | 2525/15000 [11:39:32<51:35:23, 14.89s/it]
 17%|█▋        | 2526/15000 [11:40:08<73:58:51, 21.35s/it]
 17%|█▋        | 2527/15000 [11:40:23<67:01:31, 19.35s/it]
 17%|█▋        | 2528/15000 [11:40:37<62:13:05, 17.96s/it]
 17%|█▋        | 2529/15000 [11:40:52<58:55:06, 17.01s/it]
 17%|█▋     1:39:33, 14.91s/it]
 17%|█▋        | 2526/15000 [11:40:08<74:00:23, 21.36s/it]
 17%|█▋        | 2527/15000 [11:40:23<66:52:23, 19.30s/it]
 17%|█▋        | 2528/15000 [11:40:37<62:11:41, 17.95s/it]
 17%|█▋        | 2529/15000 [11:40:52<58:53:09, 17.00s/it]
 17%|█▋        | 2530/15000 [11:41:07<56:29:56, 16.31s/it]
 17%|█▋        | 2531/15000 [11:41:22<54:45:36, 15.81s/it]
 17%|█▋        | 2532/15000 [11:41:36<53:39:55, 15.50s/it]
 17%|█▋        | 2533/15000 [11:41:51<52:43:11, 15.22s/it]
 17%|█▋        | 2534/15000 [11:42:06<52:06:36, 15.05s/it]
 17%|█▋        | 2535/15000 [11:42:20<51:45:41, 14.95s/it]
 17%|█▋        | 2536/15000 [11:42:35<51:23:08, 14.84s/it]
 17%|█▋        | 2537/15000 [11:43:11<73:53:13, 21.34s/it]
 17%|█▋        | 2538/15000 [11:43:26<67:02:44, 19.37s/it]
 17%|█▋        | 2539/15000 [11:43:41<62:02:47, 17.93s/it]
 17%|█▋        | 2540/15000 [11:43:55<58:34:57, 16.93s/it]
 17%|█▋        | 2541/15000 [11:44:10<56:09:28, 16.23s/1:29:51, 14.86s/it]
 17%|█▋        | 2526/15000 [11:40:08<74:04:13, 21.38s/it]
 17%|█▋        | 2527/15000 [11:40:23<66:52:23, 19.30s/it]
 17%|█▋        | 2528/15000 [11:40:37<62:06:26, 17.93s/it]
 17%|█▋        | 2529/15000 [11:40:52<58:48:16, 16.98s/it]
 17%|█▋        | 2530/15000 [11:41:07<56:31:45, 16.32s/it]
 17%|█▋        | 2531/15000 [11:41:22<54:52:13, 15.84s/it]
 17%|█▋        | 2532/15000 [11:41:36<53:36:31, 15.48s/it]
 17%|█▋        | 2533/15000 [11:41:51<52:47:40, 15.25s/it]
 17%|█▋        | 2534/15000 [11:42:06<52:11:30, 15.07s/it]
 17%|█▋        | 2535/15000 [11:42:20<51:49:46, 14.97s/it]
 17%|█▋        | 2536/15000 [11:42:35<51:22:30, 14.84s/it]
 17%|█▋        | 2537/15000 [11:43:11<74:00:34, 21.38s/it]
 17%|█▋        | 2538/15000 [11:43:26<66:57:46, 19.34s/it]
 17%|█▋        | 2539/15000 [11:43:41<61:56:43, 17.90s/it]
 17%|█▋        | 2540/15000 [11:43:55<58:31:41, 16.91s/it]
 17%|█▋        | 2541/15000 [11:44:10<56:14:14, 16.25s/   | 2530/15000 [11:41:07<56:26:06, 16.29s/it]
 17%|█▋        | 2531/15000 [11:41:22<54:49:02, 15.83s/it]
 17%|█▋        | 2532/15000 [11:41:36<53:34:12, 15.47s/it]
 17%|█▋        | 2533/15000 [11:41:51<52:44:01, 15.23s/it]
 17%|█▋        | 2534/15000 [11:42:06<52:09:32, 15.06s/it]
 17%|█▋        | 2535/15000 [11:42:20<51:40:37, 14.92s/it]
 17%|█▋        | 2536/15000 [11:42:35<51:25:17, 14.85s/it]
 17%|█▋        | 2537/15000 [11:43:11<73:58:59, 21.37s/it]
 17%|█▋        | 2538/15000 [11:43:26<66:57:52, 19.34s/it]
 17%|█▋        | 2539/15000 [11:43:41<61:59:44, 17.91s/it]
 17%|█▋        | 2540/15000 [11:43:55<58:38:08, 16.94s/it]
 17%|█▋        | 2541/15000 [11:44:10<56:11:50, 16.24s/it]
 17%|█▋        | 2542/15000 [11:44:24<54:30:37, 15.75s/it]
 17%|█▋        | 2543/15000 [11:44:39<53:16:24, 15.40s/it]
 17%|█▋        | 2544/15000 [11:44:54<52:32:29, 15.19s/it]
 17%|█▋        | 2545/15000 [11:45:08<51:56:22, 15.01s/it]
 17%|█▋        | 2546/15000 it]
 17%|█▋        | 2542/15000 [11:44:24<54:29:35, 15.75s/it]
 17%|█▋        | 2543/15000 [11:44:39<53:24:18, 15.43s/it]
 17%|█▋        | 2544/15000 [11:44:54<52:29:12, 15.17s/it]
 17%|█▋        | 2545/15000 [11:45:08<52:02:11, 15.04s/it]
 17%|█▋        | 2546/15000 [11:45:23<51:33:45, 14.90s/it]
 17%|█▋        | 2547/15000 [11:45:38<51:17:05, 14.83s/it]
 17%|█▋        | 2548/15000 [11:45:52<51:00:11, 14.75s/it]
 17%|█▋        | 2549/15000 [11:46:29<73:37:03, 21.29s/it]
 17%|█▋        | 2550/15000 [11:46:44<66:47:31, 19.31s/it]
 17%|█▋        | 2551/15000 [11:46:58<61:56:28, 17.91s/it]
 17%|█▋        | 2552/15000 [11:47:13<58:31:43, 16.93s/it]
 17%|█▋        | 2553/15000 [11:47:27<56:12:11, 16.26s/it]
 17%|█▋        | 2554/15000 [11:47:42<54:36:31, 15.80s/it]
 17%|█▋        | 2555/15000 [11:47:57<53:31:38, 15.48s/it]
 17%|█▋        | 2556/15000 [11:48:12<52:43:40, 15.25s/it]
 17%|█▋        | 2557/15000 [11:48:26<52:07:29, 15.08s/it]
 17%|█▋ it]
 17%|█▋        | 2542/15000 [11:44:24<54:28:03, 15.74s/it]
 17%|█▋        | 2543/15000 [11:44:39<53:18:58, 15.41s/it]
 17%|█▋        | 2544/15000 [11:44:54<52:32:13, 15.18s/it]
 17%|█▋        | 2545/15000 [11:45:08<52:03:30, 15.05s/it]
 17%|█▋        | 2546/15000 [11:45:23<51:29:21, 14.88s/it]
 17%|█▋        | 2547/15000 [11:45:38<51:14:30, 14.81s/it]
 17%|█▋        | 2548/15000 [11:45:52<51:06:08, 14.77s/it]
 17%|█▋        | 2549/15000 [11:46:29<73:46:26, 21.33s/it]
 17%|█▋        | 2550/15000 [11:46:44<66:45:07, 19.30s/it]
 17%|█▋        | 2551/15000 [11:46:58<62:00:02, 17.93s/it]
 17%|█▋        | 2552/15000 [11:47:13<58:28:14, 16.91s/it]
 17%|█▋        | 2553/15000 [11:47:28<56:12:29, 16.26s/it]
 17%|█▋        | 2554/15000 [11:47:42<54:33:52, 15.78s/it]
 17%|█▋        | 2555/15000 [11:47:57<53:29:00, 15.47s/it]
 17%|█▋        | 2556/15000 [11:48:12<52:38:21, 15.23s/it]
 17%|█▋        | 2557/15000 [11:48:26<52:08:26, 15.09s/it]
 17%|█▋ [11:45:23<51:35:07, 14.91s/it]
 17%|█▋        | 2547/15000 [11:45:38<51:16:05, 14.82s/it]
 17%|█▋        | 2548/15000 [11:45:52<51:02:54, 14.76s/it]
 17%|█▋        | 2549/15000 [11:46:29<73:42:26, 21.31s/it]
 17%|█▋        | 2550/15000 [11:46:44<66:52:50, 19.34s/it]
 17%|█▋        | 2551/15000 [11:46:58<61:58:44, 17.92s/it]
 17%|█▋        | 2552/15000 [11:47:13<58:32:00, 16.93s/it]
 17%|█▋        | 2553/15000 [11:47:28<56:16:53, 16.28s/it]
 17%|█▋        | 2554/15000 [11:47:42<54:31:19, 15.77s/it]
 17%|█▋        | 2555/15000 [11:47:57<53:33:02, 15.49s/it]
 17%|█▋        | 2556/15000 [11:48:12<52:42:41, 15.25s/it]
 17%|█▋        | 2557/15000 [11:48:26<52:03:37, 15.06s/it]
 17%|█▋        | 2558/15000 [11:48:41<51:36:48, 14.93s/it]
 17%|█▋        | 2559/15000 [11:48:56<51:17:29, 14.84s/it]
 17%|█▋        | 2560/15000 [11:49:32<73:48:22, 21.36s/it]
 17%|█▋        | 2561/15000 [11:49:47<66:52:15, 19.35s/it]
 17%|█▋        | 2562/15000 [11:50:01<61:57:       | 2558/15000 [11:48:41<51:41:24, 14.96s/it]
 17%|█▋        | 2559/15000 [11:48:56<51:15:26, 14.83s/it]
 17%|█▋        | 2560/15000 [11:49:32<73:46:14, 21.35s/it]
 17%|█▋        | 2561/15000 [11:49:47<66:51:09, 19.35s/it]
 17%|█▋        | 2562/15000 [11:50:01<61:59:50, 17.94s/it]
 17%|█▋        | 2563/15000 [11:50:16<58:34:07, 16.95s/it]
 17%|█▋        | 2564/15000 [11:50:31<56:19:20, 16.30s/it]
 17%|█▋        | 2565/15000 [11:50:45<54:29:25, 15.78s/it]
 17%|█▋        | 2566/15000 [11:51:00<53:18:10, 15.43s/it]
 17%|█▋        | 2567/15000 [11:51:15<52:32:15, 15.21s/it]
 17%|█▋        | 2568/15000 [11:51:29<51:59:44, 15.06s/it]
 17%|█▋        | 2569/15000 [11:51:44<51:35:08, 14.94s/it]
 17%|█▋        | 2570/15000 [11:51:59<51:15:21, 14.84s/it]
 17%|█▋        | 2571/15000 [11:52:35<73:41:30, 21.34s/it]
 17%|█▋        | 2572/15000 [11:52:50<66:41:27, 19.32s/it]
 17%|█▋        | 2573/15000 [11:53:05<62:01:50, 17.97s/it]
 17%|█▋        | 2574/15       | 2558/15000 [11:48:41<51:38:57, 14.94s/it]
 17%|█▋        | 2559/15000 [11:48:56<51:17:34, 14.84s/it]
 17%|█▋        | 2560/15000 [11:49:32<73:44:48, 21.34s/it]
 17%|█▋        | 2561/15000 [11:49:47<66:55:37, 19.37s/it]
 17%|█▋        | 2562/15000 [11:50:01<61:56:54, 17.93s/it]
 17%|█▋        | 2563/15000 [11:50:16<58:32:11, 16.94s/it]
 17%|█▋        | 2564/15000 [11:50:31<56:11:40, 16.27s/it]
 17%|█▋        | 2565/15000 [11:50:46<54:37:11, 15.81s/it]
 17%|█▋        | 2566/15000 [11:51:00<53:22:19, 15.45s/it]
 17%|█▋        | 2567/15000 [11:51:15<52:35:10, 15.23s/it]
 17%|█▋        | 2568/15000 [11:51:29<51:49:00, 15.00s/it]
 17%|█▋        | 2569/15000 [11:51:44<51:29:07, 14.91s/it]
 17%|█▋        | 2570/15000 [11:51:59<51:18:20, 14.86s/it]
 17%|█▋        | 2571/15000 [11:52:35<73:38:19, 21.33s/it]
 17%|█▋        | 2572/15000 [11:52:50<66:50:14, 19.36s/it]
 17%|█▋        | 2573/15000 [11:53:05<61:59:26, 17.96s/it]
 17%|█▋        | 2574/1508, 17.93s/it]
 17%|█▋        | 2563/15000 [11:50:16<58:35:13, 16.96s/it]
 17%|█▋        | 2564/15000 [11:50:31<56:11:01, 16.26s/it]
 17%|█▋        | 2565/15000 [11:50:45<54:34:33, 15.80s/it]
 17%|█▋        | 2566/15000 [11:51:00<53:19:33, 15.44s/it]
 17%|█▋        | 2567/15000 [11:51:15<52:30:29, 15.20s/it]
 17%|█▋        | 2568/15000 [11:51:29<51:58:31, 15.05s/it]
 17%|█▋        | 2569/15000 [11:51:44<51:32:45, 14.93s/it]
 17%|█▋        | 2570/15000 [11:51:59<51:15:47, 14.85s/it]
 17%|█▋        | 2571/15000 [11:52:35<73:42:14, 21.35s/it]
 17%|█▋        | 2572/15000 [11:52:50<66:41:38, 19.32s/it]
 17%|█▋        | 2573/15000 [11:53:05<61:59:54, 17.96s/it]
 17%|█▋        | 2574/15000 [11:53:19<58:34:33, 16.97s/it]
 17%|█▋        | 2575/15000 [11:53:34<56:06:53, 16.26s/it]
 17%|█▋        | 2576/15000 [11:53:49<54:33:34, 15.81s/it]
 17%|█▋        | 2577/15000 [11:54:03<53:22:08, 15.47s/it]
 17%|█▋        | 2578/15000 [11:54:18<52:29:19, 15.21s/it]
 000 [11:53:19<58:30:51, 16.95s/it]
 17%|█▋        | 2575/15000 [11:53:34<56:11:23, 16.28s/it]
 17%|█▋        | 2576/15000 [11:53:49<54:27:02, 15.78s/it]
 17%|█▋        | 2577/15000 [11:54:03<53:23:44, 15.47s/it]
 17%|█▋        | 2578/15000 [11:54:18<52:40:05, 15.26s/it]
 17%|█▋        | 2579/15000 [11:54:33<51:51:32, 15.03s/it]
 17%|█▋        | 2580/15000 [11:54:47<51:24:33, 14.90s/it]
 17%|█▋        | 2581/15000 [11:55:02<50:59:56, 14.78s/it]
 17%|█▋        | 2582/15000 [11:55:38<73:45:41, 21.38s/it]
 17%|█▋        | 2583/15000 [11:55:53<66:43:06, 19.34s/it]
 17%|█▋        | 2584/15000 [11:56:08<61:48:08, 17.92s/it]
 17%|█▋        | 2585/15000 [11:56:22<58:25:03, 16.94s/it]
 17%|█▋        | 2586/15000 [11:56:37<55:54:16, 16.21s/it]
 17%|█▋        | 2587/15000 [11:56:52<54:24:27, 15.78s/it]
 17%|█▋        | 2588/15000 [11:57:06<53:17:03, 15.45s/it]
 17%|█▋        | 2589/15000 [11:57:21<52:23:35, 15.20s/it]
 17%|█▋        | 2590/15000 [11:57:36<51000 [11:53:19<58:34:41, 16.97s/it]
 17%|█▋        | 2575/15000 [11:53:34<56:13:38, 16.29s/it]
 17%|█▋        | 2576/15000 [11:53:49<54:28:23, 15.78s/it]
 17%|█▋        | 2577/15000 [11:54:03<53:19:48, 15.45s/it]
 17%|█▋        | 2578/15000 [11:54:18<52:30:28, 15.22s/it]
 17%|█▋        | 2579/15000 [11:54:32<51:43:45, 14.99s/it]
 17%|█▋        | 2580/15000 [11:54:47<51:23:37, 14.90s/it]
 17%|█▋        | 2581/15000 [11:55:02<51:06:11, 14.81s/it]
 17%|█▋        | 2582/15000 [11:55:38<73:44:26, 21.38s/it]
 17%|█▋        | 2583/15000 [11:55:53<66:45:10, 19.35s/it]
 17%|█▋        | 2584/15000 [11:56:08<61:50:09, 17.93s/it]
 17%|█▋        | 2585/15000 [11:56:22<58:32:32, 16.98s/it]
 17%|█▋        | 2586/15000 [11:56:37<55:58:17, 16.23s/it]
 17%|█▋        | 2587/15000 [11:56:52<54:21:03, 15.76s/it]
 17%|█▋        | 2588/15000 [11:57:06<53:15:33, 15.45s/it]
 17%|█▋        | 2589/15000 [11:57:21<52:18:13, 15.17s/it]
 17%|█▋        | 2590/15000 [11:57:36<5117%|█▋        | 2579/15000 [11:54:32<51:47:59, 15.01s/it]
 17%|█▋        | 2580/15000 [11:54:47<51:21:25, 14.89s/it]
 17%|█▋        | 2581/15000 [11:55:02<51:06:30, 14.82s/it]
 17%|█▋        | 2582/15000 [11:55:38<73:44:31, 21.38s/it]
 17%|█▋        | 2583/15000 [11:55:53<66:44:49, 19.35s/it]
 17%|█▋        | 2584/15000 [11:56:08<61:50:00, 17.93s/it]
 17%|█▋        | 2585/15000 [11:56:22<58:19:37, 16.91s/it]
 17%|█▋        | 2586/15000 [11:56:37<55:57:27, 16.23s/it]
 17%|█▋        | 2587/15000 [11:56:52<54:25:52, 15.79s/it]
 17%|█▋        | 2588/15000 [11:57:06<53:12:02, 15.43s/it]
 17%|█▋        | 2589/15000 [11:57:21<52:27:00, 15.21s/it]
 17%|█▋        | 2590/15000 [11:57:36<51:53:44, 15.05s/it]
 17%|█▋        | 2591/15000 [11:57:50<51:25:06, 14.92s/it]
 17%|█▋        | 2592/15000 [11:58:05<51:15:02, 14.87s/it]
 17%|█▋        | 2593/15000 [11:58:43<75:32:05, 21.92s/it]
 17%|█▋        | 2594/15000 [11:58:58<67:59:59, 19.73s/it]
 17%|█▋      {'loss': 0.8812, 'learning_rate': 0.00018941703493951164, 'epoch': 0.49}
{'loss': 0.8812, 'learning_rate': 0.00018941703493951164, 'epoch': 0.49}
{'loss': 0.8812, 'learning_rate': 0.00018941703493951164, 'epoch': 0.49}
:57:46, 15.07s/it]
 17%|█▋        | 2591/15000 [11:57:50<51:27:53, 14.93s/it]
 17%|█▋        | 2592/15000 [11:58:05<51:13:14, 14.86s/it]
 17%|█▋        | 2593/15000 [11:58:43<75:35:53, 21.94s/it]
 17%|█▋        | 2594/15000 [11:58:58<68:05:34, 19.76s/it]
 17%|█▋        | 2595/15000 [11:59:13<62:52:40, 18.25s/it]
 17%|█▋        | 2596/15000 [11:59:27<59:09:39, 17.17s/it]
 17%|█▋        | 2597/15000 [11:59:42<56:35:28, 16.43s/it]
 17%|█▋        | 2598/15000 [11:59:57<54:42:51, 15.88s/it]
 17%|█▋        | 2599/15000 [12:00:12<53:37:33, 15.57s/it]
 17%|█▋        | 2600/15000 [12:00:26<52:41:19, 15.30s/it]
                                                          

 17%|█▋        | 2600/15000 [12:00:26<52:41:19, 15.30s/it]
 17%|█▋        | 2601/15000 [12:00:41<52:11:52, 15.16s/it]
 17%|█▋        | 2602/15000 [12:00:56<51:42:28, 15.01s/it]
 17%|█▋        | 2603/15000 [12:01:10<51:23:08, 14.92s/it]
 17%|█▋        | 2604/15000 [12:01:47<73:35:44, 21.37s/it]
:47:50, 15.03s/it]
 17%|█▋        | 2591/15000 [11:57:50<51:29:06, 14.94s/it]
 17%|█▋        | 2592/15000 [11:58:05<51:10:58, 14.85s/it]
 17%|█▋        | 2593/15000 [11:58:44<75:44:55, 21.98s/it]
 17%|█▋        | 2594/15000 [11:58:58<67:58:02, 19.72s/it]
 17%|█▋        | 2595/15000 [11:59:13<62:46:54, 18.22s/it]
 17%|█▋        | 2596/15000 [11:59:27<59:05:36, 17.15s/it]
 17%|█▋        | 2597/15000 [11:59:42<56:42:30, 16.46s/it]
 17%|█▋        | 2598/15000 [11:59:57<54:51:10, 15.92s/it]
 17%|█▋        | 2599/15000 [12:00:12<53:37:00, 15.56s/it]
 17%|█▋        | 2600/15000 [12:00:26<52:39:44, 15.29s/it]
                                                          

 17%|█▋        | 2600/15000 [12:00:26<52:39:44, 15.29s/it]
 17%|█▋        | 2601/15000 [12:00:41<52:15:04, 15.17s/it]
 17%|█▋        | 2602/15000 [12:00:56<51:42:46, 15.02s/it]
 17%|█▋        | 2603/15000 [12:01:10<51:17:45, 14.90s/it]
 17%|█▋        | 2604/15000 [12:01:47<73:35:11, 21.37s/it]
  | 2595/15000 [11:59:13<62:46:26, 18.22s/it]
 17%|█▋        | 2596/15000 [11:59:27<59:12:16, 17.18s/it]
 17%|█▋        | 2597/15000 [11:59:42<56:36:34, 16.43s/it]
 17%|█▋        | 2598/15000 [11:59:57<54:57:21, 15.95s/it]
 17%|█▋        | 2599/15000 [12:00:11<53:35:36, 15.56s/it]
 17%|█▋        | 2600/15000 [12:00:26<52:39:34, 15.29s/it]
                                                          

 17%|█▋        | 2600/15000 [12:00:26<52:39:34, 15.29s/it]
 17%|█▋        | 2601/15000 [12:00:41<52:15:06, 15.17s/it]
 17%|█▋        | 2602/15000 [12:00:56<51:44:31, 15.02s/it]
 17%|█▋        | 2603/15000 [12:01:10<51:22:36, 14.92s/it]
 17%|█▋        | 2604/15000 [12:01:47<73:29:31, 21.34s/it]
 17%|█▋        | 2605/15000 [12:02:01<66:38:20, 19.35s/it]
 17%|█▋        | 2606/15000 [12:02:16<61:49:52, 17.96s/it]
 17%|█▋        | 2607/15000 [12:02:31<58:26:11, 16.98s/it]
 17%|█▋        | 2608/15000 [12:02:45<56:03:14, 16.28s/it]
 17%|█▋        | 2609/15000 [12: 17%|█▋        | 2605/15000 [12:02:02<66:40:18, 19.36s/it]
 17%|█▋        | 2606/15000 [12:02:16<61:49:35, 17.96s/it]
 17%|█▋        | 2607/15000 [12:02:31<58:25:22, 16.97s/it]
 17%|█▋        | 2608/15000 [12:02:46<56:05:13, 16.29s/it]
 17%|█▋        | 2609/15000 [12:03:00<54:23:33, 15.80s/it]
 17%|█▋        | 2610/15000 [12:03:15<53:10:13, 15.45s/it]
 17%|█▋        | 2611/15000 [12:03:30<52:26:29, 15.24s/it]
 17%|█▋        | 2612/15000 [12:03:44<51:46:08, 15.04s/it]
 17%|█▋        | 2613/15000 [12:03:59<51:20:38, 14.92s/it]
 17%|█▋        | 2614/15000 [12:04:14<51:13:04, 14.89s/it]
 17%|█▋        | 2615/15000 [12:04:28<51:06:58, 14.86s/it]
 17%|█▋        | 2616/15000 [12:05:05<73:33:37, 21.38s/it]
 17%|█▋        | 2617/15000 [12:05:20<66:28:50, 19.33s/it]
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 17%|█▋        | 2619/15000 [12:05:49<58:18:46, 16.96s/it]
 17%|█▋        | 2620/15000 [12:06:04<55:58:10, 16.28s/it]
 17%|█▋      17%|█▋        | 2605/15000 [12:02:02<66:45:00, 19.39s/it]
 17%|█▋        | 2606/15000 [12:02:16<61:53:44, 17.98s/it]
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 17%|█▋     03:00<54:21:35, 15.79s/it]
 17%|█▋        | 2610/15000 [12:03:15<53:13:07, 15.46s/it]
 17%|█▋        | 2611/15000 [12:03:30<52:24:58, 15.23s/it]
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 17%|█▋        | 2618/15000 [12:05:34<61:42:06, 17.94s/it]
 17%|█▋        | 2619/15000 [12:05:49<58:14:53, 16.94s/it]
 17%|█▋        | 2620/15000 [12:06:04<55:58:53, 16.28s/it]
 17%|█▋        | 2621/15000 [12:06:18<54:21:44, 15.81s/it]
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 17%|█▋        | 2624/15000 [12:07:02<51:48:13, 15.07s/it]
 18%|█▊        | 2625/15000 [12:07:17<51:27:42,    | 2621/15000 [12:06:18<54:20:00, 15.80s/it]
 17%|█▋        | 2622/15000 [12:06:33<53:09:00, 15.46s/it]
 17%|█▋        | 2623/15000 [12:06:48<52:22:45, 15.24s/it]
 17%|█▋        | 2624/15000 [12:07:02<51:52:28, 15.09s/it]
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 18%|█▊        | 2629/15000 [12:08:38<61:54:51, 18.02s/it]
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 18%|█▊        | 2635/15000 [12:10:06<51:49:27, 15.09s/it]
 18%|█▊        | 2636/15000 [12:10:21<51:17:01, 14.93s/it]
 18%|█▊        | 2637/15000    | 2621/15000 [12:06:18<54:17:11, 15.79s/it]
 17%|█▋        | 2622/15000 [12:06:33<53:12:35, 15.48s/it]
 17%|█▋        | 2623/15000 [12:06:48<52:22:34, 15.23s/it]
 17%|█▋        | 2624/15000 [12:07:02<51:54:30, 15.10s/it]
 18%|█▊        | 2625/15000 [12:07:17<51:26:25, 14.96s/it]
 18%|█▊        | 2626/15000 [12:07:32<51:07:13, 14.87s/it]
 18%|█▊        | 2627/15000 [12:08:08<73:33:15, 21.40s/it]
 18%|█▊        | 2628/15000 [12:08:23<66:42:00, 19.41s/it]
 18%|█▊        | 2629/15000 [12:08:38<61:51:36, 18.00s/it]
 18%|█▊        | 2630/15000 [12:08:53<58:31:53, 17.03s/it]
 18%|█▊        | 2631/15000 [12:09:07<56:04:38, 16.32s/it]
 18%|█▊        | 2632/15000 [12:09:22<54:17:11, 15.80s/it]
 18%|█▊        | 2633/15000 [12:09:37<53:05:31, 15.45s/it]
 18%|█▊        | 2634/15000 [12:09:51<52:18:58, 15.23s/it]
 18%|█▊        | 2635/15000 [12:10:06<51:39:37, 15.04s/it]
 18%|█▊        | 2636/15000 [12:10:21<51:27:36, 14.98s/it]
 18%|█▊        | 2637/15000 14.97s/it]
 18%|█▊        | 2626/15000 [12:07:32<51:08:24, 14.88s/it]
 18%|█▊        | 2627/15000 [12:08:08<73:31:06, 21.39s/it]
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 18%|█▊        | 2629/15000 [12:08:38<61:58:53, 18.04s/it]
 18%|█▊        | 2630/15000 [12:08:53<58:29:56, 17.02s/it]
 18%|█▊        | 2631/15000 [12:09:07<56:01:23, 16.31s/it]
 18%|█▊        | 2632/15000 [12:09:22<54:17:36, 15.80s/it]
 18%|█▊        | 2633/15000 [12:09:36<53:04:05, 15.45s/it]
 18%|█▊        | 2634/15000 [12:09:51<52:13:51, 15.21s/it]
 18%|█▊        | 2635/15000 [12:10:06<51:48:44, 15.08s/it]
 18%|█▊        | 2636/15000 [12:10:21<51:19:53, 14.95s/it]
 18%|█▊        | 2637/15000 [12:10:35<51:03:39, 14.87s/it]
 18%|█▊        | 2638/15000 [12:11:12<73:15:06, 21.33s/it]
 18%|█▊        | 2639/15000 [12:11:26<66:25:59, 19.35s/it]
 18%|█▊        | 2640/15000 [12:11:41<61:31:33, 17.92s/it]
 18%|█▊        | 2641/15000 [12:11:56<58:18:06, 16.98s/it]
 18%|[12:10:35<51:01:45, 14.86s/it]
 18%|█▊        | 2638/15000 [12:11:12<73:18:16, 21.35s/it]
 18%|█▊        | 2639/15000 [12:11:27<66:31:47, 19.38s/it]
 18%|█▊        | 2640/15000 [12:11:41<61:35:45, 17.94s/it]
 18%|█▊        | 2641/15000 [12:11:56<58:11:45, 16.95s/it]
 18%|█▊        | 2642/15000 [12:12:11<55:54:41, 16.29s/it]
 18%|█▊        | 2643/15000 [12:12:25<54:22:44, 15.84s/it]
 18%|█▊        | 2644/15000 [12:12:40<53:02:18, 15.45s/it]
 18%|█▊        | 2645/15000 [12:12:55<52:20:42, 15.25s/it]
 18%|█▊        | 2646/15000 [12:13:09<51:48:33, 15.10s/it]
 18%|█▊        | 2647/15000 [12:13:24<51:14:39, 14.93s/it]
 18%|█▊        | 2648/15000 [12:13:39<51:01:54, 14.87s/it]
 18%|█▊        | 2649/15000 [12:14:15<73:19:34, 21.37s/it]
 18%|█▊        | 2650/15000 [12:14:30<66:23:37, 19.35s/it]
 18%|█▊        | 2651/15000 [12:14:45<61:39:16, 17.97s/it]
 18%|█▊        | 2652/15000 [12:14:59<58:22:06, 17.02s/it]
 18%|█▊        | 2653/15000 [12:15:14<55:44:[12:10:35<51:05:14, 14.88s/it]
 18%|█▊        | 2638/15000 [12:11:12<73:14:27, 21.33s/it]
 18%|█▊        | 2639/15000 [12:11:26<66:28:38, 19.36s/it]
 18%|█▊        | 2640/15000 [12:11:41<61:35:08, 17.94s/it]
 18%|█▊        | 2641/15000 [12:11:56<58:19:29, 16.99s/it]
 18%|█▊        | 2642/15000 [12:12:11<55:56:04, 16.29s/it]
 18%|█▊        | 2643/15000 [12:12:25<54:17:08, 15.82s/it]
 18%|█▊        | 2644/15000 [12:12:40<53:10:23, 15.49s/it]
 18%|█▊        | 2645/15000 [12:12:55<52:18:07, 15.24s/it]
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 18%|█▊        | 2647/15000 [12:13:24<51:13:12, 14.93s/it]
 18%|█▊        | 2648/15000 [12:13:39<50:53:32, 14.83s/it]
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 18%|█▊        | 2650/15000 [12:14:30<66:18:45, 19.33s/it]
 18%|█▊        | 2651/15000 [12:14:45<61:37:27, 17.96s/it]
 18%|█▊        | 2652/15000 [12:14:59<58:21:59, 17.02s/it]
 18%|█▊        | 2653/15000 [12:15:14<55:52:█▊        | 2642/15000 [12:12:10<55:58:42, 16.31s/it]
 18%|█▊        | 2643/15000 [12:12:25<54:15:22, 15.81s/it]
 18%|█▊        | 2644/15000 [12:12:40<53:05:09, 15.47s/it]
 18%|█▊        | 2645/15000 [12:12:55<52:22:52, 15.26s/it]
 18%|█▊        | 2646/15000 [12:13:09<51:44:45, 15.08s/it]
 18%|█▊        | 2647/15000 [12:13:24<51:16:18, 14.94s/it]
 18%|█▊        | 2648/15000 [12:13:39<50:57:19, 14.85s/it]
 18%|█▊        | 2649/15000 [12:14:15<73:20:20, 21.38s/it]
 18%|█▊        | 2650/15000 [12:14:30<66:27:40, 19.37s/it]
 18%|█▊        | 2651/15000 [12:14:45<61:40:42, 17.98s/it]
 18%|█▊        | 2652/15000 [12:14:59<58:17:01, 16.99s/it]
 18%|█▊        | 2653/15000 [12:15:14<55:46:43, 16.26s/it]
 18%|█▊        | 2654/15000 [12:15:29<54:13:34, 15.81s/it]
 18%|█▊        | 2655/15000 [12:15:43<53:03:15, 15.47s/it]
 18%|█▊        | 2656/15000 [12:15:58<52:10:32, 15.22s/it]
 18%|█▊        | 2657/15000 [12:16:13<51:40:16, 15.07s/it]
 18%|█▊        | 37, 16.25s/it]
 18%|█▊        | 2654/15000 [12:15:29<54:13:10, 15.81s/it]
 18%|█▊        | 2655/15000 [12:15:43<53:03:46, 15.47s/it]
 18%|█▊        | 2656/15000 [12:15:58<52:09:01, 15.21s/it]
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 18%|█▊        | 2658/15000 [12:16:27<51:17:52, 14.96s/it]
 18%|█▊        | 2659/15000 [12:16:42<51:06:47, 14.91s/it]
 18%|█▊        | 2660/15000 [12:17:19<73:17:23, 21.38s/it]
 18%|█▊        | 2661/15000 [12:17:33<66:21:18, 19.36s/it]
 18%|█▊        | 2662/15000 [12:17:48<61:30:30, 17.95s/it]
 18%|█▊        | 2663/15000 [12:18:03<58:06:49, 16.96s/it]
 18%|█▊        | 2664/15000 [12:18:17<55:55:28, 16.32s/it]
 18%|█▊        | 2665/15000 [12:18:32<54:12:11, 15.82s/it]
 18%|█▊        | 2666/15000 [12:18:47<53:07:02, 15.50s/it]
 18%|█▊        | 2667/15000 [12:19:01<52:09:36, 15.23s/it]
 18%|█▊        | 2668/15000 [12:19:16<51:26:58, 15.02s/it]
 18%|█▊        | 2669/15000 [12:19:31<51:13:32, 14.96s/it]
 41, 16.29s/it]
 18%|█▊        | 2654/15000 [12:15:29<54:08:07, 15.79s/it]
 18%|█▊        | 2655/15000 [12:15:43<52:59:17, 15.45s/it]
 18%|█▊        | 2656/15000 [12:15:58<52:15:36, 15.24s/it]
 18%|█▊        | 2657/15000 [12:16:13<51:40:00, 15.07s/it]
 18%|█▊        | 2658/15000 [12:16:27<51:15:57, 14.95s/it]
 18%|█▊        | 2659/15000 [12:16:42<51:08:26, 14.92s/it]
 18%|█▊        | 2660/15000 [12:17:19<73:18:48, 21.39s/it]
 18%|█▊        | 2661/15000 [12:17:33<66:12:56, 19.32s/it]
 18%|█▊        | 2662/15000 [12:17:48<61:28:48, 17.94s/it]
 18%|█▊        | 2663/15000 [12:18:03<58:08:36, 16.97s/it]
 18%|█▊        | 2664/15000 [12:18:17<55:58:42, 16.34s/it]
 18%|█▊        | 2665/15000 [12:18:32<54:15:36, 15.84s/it]
 18%|█▊        | 2666/15000 [12:18:47<53:01:43, 15.48s/it]
 18%|█▊        | 2667/15000 [12:19:01<52:11:16, 15.23s/it]
 18%|█▊        | 2668/15000 [12:19:16<51:30:21, 15.04s/it]
 18%|█▊        | 2669/15000 [12:19:31<51:13:24, 14.95s/it]
 2658/15000 [12:16:27<51:19:21, 14.97s/it]
 18%|█▊        | 2659/15000 [12:16:42<51:03:06, 14.89s/it]
 18%|█▊        | 2660/15000 [12:17:19<73:16:38, 21.38s/it]
 18%|█▊        | 2661/15000 [12:17:33<66:19:36, 19.35s/it]
 18%|█▊        | 2662/15000 [12:17:48<61:34:11, 17.96s/it]
 18%|█▊        | 2663/15000 [12:18:03<58:14:07, 16.99s/it]
 18%|█▊        | 2664/15000 [12:18:17<55:53:38, 16.31s/it]
 18%|█▊        | 2665/15000 [12:18:32<54:13:50, 15.83s/it]
 18%|█▊        | 2666/15000 [12:18:47<52:59:29, 15.47s/it]
 18%|█▊        | 2667/15000 [12:19:01<52:04:59, 15.20s/it]
 18%|█▊        | 2668/15000 [12:19:16<51:32:29, 15.05s/it]
 18%|█▊        | 2669/15000 [12:19:31<51:12:23, 14.95s/it]
 18%|█▊        | 2670/15000 [12:19:45<50:51:34, 14.85s/it]
 18%|█▊        | 2671/15000 [12:20:00<50:37:10, 14.78s/it]
 18%|█▊        | 2672/15000 [12:20:37<73:57:50, 21.60s/it]
 18%|█▊        | 2673/15000 [12:20:52<66:51:45, 19.53s/it]
 18%|█▊        | 2674/15000 [12:218%|█▊        | 2670/15000 [12:19:45<50:43:46, 14.81s/it]
 18%|█▊        | 2671/15000 [12:20:00<50:42:50, 14.81s/it]
 18%|█▊        | 2672/15000 [12:20:38<74:03:18, 21.63s/it]
 18%|█▊        | 2673/15000 [12:20:52<66:49:13, 19.51s/it]
 18%|█▊        | 2674/15000 [12:21:07<61:51:27, 18.07s/it]
 18%|█▊        | 2675/15000 [12:21:21<58:12:26, 17.00s/it]
 18%|█▊        | 2676/15000 [12:21:36<55:45:10, 16.29s/it]
 18%|█▊        | 2677/15000 [12:21:51<54:13:55, 15.84s/it]
 18%|█▊        | 2678/15000 [12:22:05<53:00:37, 15.49s/it]
 18%|█▊        | 2679/15000 [12:22:20<52:10:44, 15.25s/it]
 18%|█▊        | 2680/15000 [12:22:35<51:34:26, 15.07s/it]
 18%|█▊        | 2681/15000 [12:22:49<51:02:11, 14.91s/it]
 18%|█▊        | 2682/15000 [12:23:04<50:55:27, 14.88s/it]
 18%|█▊        | 2683/15000 [12:23:40<72:53:00, 21.30s/it]
 18%|█▊        | 2684/15000 [12:23:55<66:10:49, 19.34s/it]
 18%|█▊        | 2685/15000 [12:24:10<61:12:41, 17.89s/it]
 18%|█▊      18%|█▊        | 2670/15000 [12:19:45<50:49:00, 14.84s/it]
 18%|█▊        | 2671/15000 [12:20:00<50:40:01, 14.79s/it]
 18%|█▊        | 2672/15000 [12:20:38<74:02:42, 21.62s/it]
 18%|█▊        | 2673/15000 [12:20:52<66:52:45, 19.53s/it]
 18%|█▊        | 2674/15000 [12:21:07<61:47:42, 18.05s/it]
 18%|█▊        | 2675/15000 [12:21:21<58:15:18, 17.02s/it]
 18%|█▊        | 2676/15000 [12:21:36<55:52:21, 16.32s/it]
 18%|█▊        | 2677/15000 [12:21:51<54:10:26, 15.83s/it]
 18%|█▊        | 2678/15000 [12:22:05<52:57:06, 15.47s/it]
 18%|█▊        | 2679/15000 [12:22:20<52:05:09, 15.22s/it]
 18%|█▊        | 2680/15000 [12:22:35<51:39:16, 15.09s/it]
 18%|█▊        | 2681/15000 [12:22:49<51:07:20, 14.94s/it]
 18%|█▊        | 2682/15000 [12:23:04<50:52:01, 14.87s/it]
 18%|█▊        | 2683/15000 [12:23:40<72:49:12, 21.28s/it]
 18%|█▊        | 2684/15000 [12:23:55<66:04:09, 19.31s/it]
 18%|█▊        | 2685/15000 [12:24:10<61:13:38, 17.90s/it]
 18%|█▊      1:07<61:46:06, 18.04s/it]
 18%|█▊        | 2675/15000 [12:21:21<58:17:42, 17.03s/it]
 18%|█▊        | 2676/15000 [12:21:36<55:52:41, 16.32s/it]
 18%|█▊        | 2677/15000 [12:21:51<54:12:11, 15.83s/it]
 18%|█▊        | 2678/15000 [12:22:05<52:58:39, 15.48s/it]
 18%|█▊        | 2679/15000 [12:22:20<52:09:59, 15.24s/it]
 18%|█▊        | 2680/15000 [12:22:35<51:33:02, 15.06s/it]
 18%|█▊        | 2681/15000 [12:22:49<51:11:16, 14.96s/it]
 18%|█▊        | 2682/15000 [12:23:04<50:49:58, 14.86s/it]
 18%|█▊        | 2683/15000 [12:23:40<72:51:59, 21.30s/it]
 18%|█▊        | 2684/15000 [12:23:55<66:04:34, 19.31s/it]
 18%|█▊        | 2685/15000 [12:24:10<61:13:56, 17.90s/it]
 18%|█▊        | 2686/15000 [12:24:24<57:52:15, 16.92s/it]
 18%|█▊        | 2687/15000 [12:24:39<55:34:20, 16.25s/it]
 18%|█▊        | 2688/15000 [12:24:54<53:52:47, 15.75s/it]
 18%|█▊        | 2689/15000 [12:25:08<52:49:34, 15.45s/it]
 18%|█▊        | 2690/15000 [12:25:23<52:01:55, 1{'loss': 0.8796, 'learning_rate': 0.00018842954907300236, 'epoch': 0.51}
{'loss': 0.8796, 'learning_rate': 0.00018842954907300236, 'epoch': 0.51}
  | 2686/15000 [12:24:24<57:50:59, 16.91s/it]
 18%|█▊        | 2687/15000 [12:24:39<55:31:37, 16.23s/it]
 18%|█▊        | 2688/15000 [12:24:54<53:57:31, 15.78s/it]
 18%|█▊        | 2689/15000 [12:25:08<52:46:05, 15.43s/it]
 18%|█▊        | 2690/15000 [12:25:23<52:04:38, 15.23s/it]
 18%|█▊        | 2691/15000 [12:25:38<51:31:19, 15.07s/it]
 18%|█▊        | 2692/15000 [12:25:52<50:56:17, 14.90s/it]
 18%|█▊        | 2693/15000 [12:26:07<50:46:06, 14.85s/it]
 18%|█▊        | 2694/15000 [12:26:43<72:50:29, 21.31s/it]
 18%|█▊        | 2695/15000 [12:26:58<66:00:40, 19.31s/it]
 18%|█▊        | 2696/15000 [12:27:13<61:11:15, 17.90s/it]
 18%|█▊        | 2697/15000 [12:27:27<57:46:02, 16.90s/it]
 18%|█▊        | 2698/15000 [12:27:42<55:35:31, 16.27s/it]
 18%|█▊        | 2699/15000 [12:27:57<53:52:54, 15.77s/it]
 18%|█▊        | 2700/15000 [12:28:11<52:49:47, 15.46s/it]
                                                          

 18%|█▊        | 2700/15000 [12:{'loss': 0.8796, 'learning_rate': 0.00018842954907300236, 'epoch': 0.51}
  | 2686/15000 [12:24:24<57:53:20, 16.92s/it]
 18%|█▊        | 2687/15000 [12:24:39<55:29:32, 16.22s/it]
 18%|█▊        | 2688/15000 [12:24:54<53:56:20, 15.77s/it]
 18%|█▊        | 2689/15000 [12:25:08<52:45:52, 15.43s/it]
 18%|█▊        | 2690/15000 [12:25:23<52:01:51, 15.22s/it]
 18%|█▊        | 2691/15000 [12:25:38<51:33:51, 15.08s/it]
 18%|█▊        | 2692/15000 [12:25:52<50:57:08, 14.90s/it]
 18%|█▊        | 2693/15000 [12:26:07<50:49:15, 14.87s/it]
 18%|█▊        | 2694/15000 [12:26:43<72:48:41, 21.30s/it]
 18%|█▊        | 2695/15000 [12:26:58<65:57:03, 19.29s/it]
 18%|█▊        | 2696/15000 [12:27:13<61:05:55, 17.88s/it]
 18%|█▊        | 2697/15000 [12:27:27<57:48:48, 16.92s/it]
 18%|█▊        | 2698/15000 [12:27:42<55:35:12, 16.27s/it]
 18%|█▊        | 2699/15000 [12:27:57<53:55:36, 15.78s/it]
 18%|█▊        | 2700/15000 [12:28:11<52:49:00, 15.46s/it]
                                                          

 18%|█▊        | 2700/15000 [12:5.22s/it]
 18%|█▊        | 2691/15000 [12:25:38<51:25:41, 15.04s/it]
 18%|█▊        | 2692/15000 [12:25:52<51:01:41, 14.93s/it]
 18%|█▊        | 2693/15000 [12:26:07<50:42:10, 14.83s/it]
 18%|█▊        | 2694/15000 [12:26:43<72:49:53, 21.31s/it]
 18%|█▊        | 2695/15000 [12:26:58<66:00:58, 19.31s/it]
 18%|█▊        | 2696/15000 [12:27:12<61:08:26, 17.89s/it]
 18%|█▊        | 2697/15000 [12:27:27<57:52:14, 16.93s/it]
 18%|█▊        | 2698/15000 [12:27:42<55:34:34, 16.26s/it]
 18%|█▊        | 2699/15000 [12:27:57<54:00:02, 15.80s/it]
 18%|█▊        | 2700/15000 [12:28:11<52:48:32, 15.46s/it]
                                                          

 18%|█▊        | 2700/15000 [12:28:11<52:48:32, 15.46s/it]
 18%|█▊        | 2701/15000 [12:28:26<52:06:11, 15.25s/it]
 18%|█▊        | 2702/15000 [12:28:41<51:29:49, 15.07s/it]
 18%|█▊        | 2703/15000 [12:28:55<51:00:15, 14.93s/it]
 18%|█▊        | 2704/15000 [12:29:10<50:41:54, 14.84s/it]
 18%|█28:11<52:49:00, 15.46s/it]
 18%|█▊        | 2701/15000 [12:28:26<52:05:20, 15.25s/it]
 18%|█▊        | 2702/15000 [12:28:41<51:28:53, 15.07s/it]
 18%|█▊        | 2703/15000 [12:28:55<51:07:41, 14.97s/it]
 18%|█▊        | 2704/15000 [12:29:10<50:35:39, 14.81s/it]
 18%|█▊        | 2705/15000 [12:29:46<72:39:29, 21.27s/it]
 18%|█▊        | 2706/15000 [12:30:01<65:51:09, 19.28s/it]
 18%|█▊        | 2707/15000 [12:30:16<61:09:11, 17.91s/it]
 18%|█▊        | 2708/15000 [12:30:30<57:43:32, 16.91s/it]
 18%|█▊        | 2709/15000 [12:30:45<55:30:17, 16.26s/it]
 18%|█▊        | 2710/15000 [12:30:59<53:47:31, 15.76s/it]
 18%|█▊        | 2711/15000 [12:31:14<52:44:36, 15.45s/it]
 18%|█▊        | 2712/15000 [12:31:29<51:52:54, 15.20s/it]
 18%|█▊        | 2713/15000 [12:31:43<51:15:56, 15.02s/it]
 18%|█▊        | 2714/15000 [12:31:58<50:54:19, 14.92s/it]
 18%|█▊        | 2715/15000 [12:32:13<50:39:10, 14.84s/it]
 18%|█▊        | 2716/15000 [12:32:49<72:49:36, 28:11<52:49:47, 15.46s/it]
 18%|█▊        | 2701/15000 [12:28:26<52:02:40, 15.23s/it]
 18%|█▊        | 2702/15000 [12:28:41<51:29:34, 15.07s/it]
 18%|█▊        | 2703/15000 [12:28:55<51:09:32, 14.98s/it]
 18%|█▊        | 2704/15000 [12:29:10<50:43:17, 14.85s/it]
 18%|█▊        | 2705/15000 [12:29:46<72:40:36, 21.28s/it]
 18%|█▊        | 2706/15000 [12:30:01<65:44:42, 19.25s/it]
 18%|█▊        | 2707/15000 [12:30:16<61:08:08, 17.90s/it]
 18%|█▊        | 2708/15000 [12:30:30<57:46:50, 16.92s/it]
 18%|█▊        | 2709/15000 [12:30:45<55:26:50, 16.24s/it]
 18%|█▊        | 2710/15000 [12:30:59<53:43:34, 15.74s/it]
 18%|█▊        | 2711/15000 [12:31:14<52:44:19, 15.45s/it]
 18%|█▊        | 2712/15000 [12:31:29<51:50:20, 15.19s/it]
 18%|█▊        | 2713/15000 [12:31:43<51:14:47, 15.01s/it]
 18%|█▊        | 2714/15000 [12:31:58<50:59:26, 14.94s/it]
 18%|█▊        | 2715/15000 [12:32:13<50:35:17, 14.82s/it]
 18%|█▊        | 2716/15000 [12:32:49<72:50:48,         | 2705/15000 [12:29:46<72:38:47, 21.27s/it]
 18%|█▊        | 2706/15000 [12:30:01<65:49:20, 19.27s/it]
 18%|█▊        | 2707/15000 [12:30:15<61:05:23, 17.89s/it]
 18%|█▊        | 2708/15000 [12:30:30<57:46:33, 16.92s/it]
 18%|█▊        | 2709/15000 [12:30:45<55:28:11, 16.25s/it]
 18%|█▊        | 2710/15000 [12:31:00<53:51:53, 15.78s/it]
 18%|█▊        | 2711/15000 [12:31:14<52:40:00, 15.43s/it]
 18%|█▊        | 2712/15000 [12:31:29<51:50:20, 15.19s/it]
 18%|█▊        | 2713/15000 [12:31:43<51:19:30, 15.04s/it]
 18%|█▊        | 2714/15000 [12:31:58<50:53:32, 14.91s/it]
 18%|█▊        | 2715/15000 [12:32:13<50:41:38, 14.86s/it]
 18%|█▊        | 2716/15000 [12:32:49<72:51:01, 21.35s/it]
 18%|█▊        | 2717/15000 [12:33:04<66:03:19, 19.36s/it]
 18%|█▊        | 2718/15000 [12:33:19<61:15:20, 17.95s/it]
 18%|█▊        | 2719/15000 [12:33:33<57:56:27, 16.98s/it]
 18%|█▊        | 2720/15000 [12:33:48<55:30:38, 16.27s/it]
 18%|█▊        | 272121.34s/it]
 18%|█▊        | 2717/15000 [12:33:04<66:05:25, 19.37s/it]
 18%|█▊        | 2718/15000 [12:33:19<61:16:30, 17.96s/it]
 18%|█▊        | 2719/15000 [12:33:33<57:50:21, 16.95s/it]
 18%|█▊        | 2720/15000 [12:33:48<55:30:02, 16.27s/it]
 18%|█▊        | 2721/15000 [12:34:03<53:50:54, 15.79s/it]
 18%|█▊        | 2722/15000 [12:34:17<52:44:00, 15.46s/it]
 18%|█▊        | 2723/15000 [12:34:32<51:57:51, 15.24s/it]
 18%|█▊        | 2724/15000 [12:34:47<51:24:11, 15.07s/it]
 18%|█▊        | 2725/15000 [12:35:01<50:55:36, 14.94s/it]
 18%|█▊        | 2726/15000 [12:35:16<50:46:12, 14.89s/it]
 18%|█▊        | 2727/15000 [12:35:31<50:32:50, 14.83s/it]
 18%|█▊        | 2728/15000 [12:36:07<72:33:19, 21.28s/it]
 18%|█▊        | 2729/15000 [12:36:22<65:51:21, 19.32s/it]
 18%|█▊        | 2730/15000 [12:36:37<61:09:00, 17.94s/it]
 18%|█▊        | 2731/15000 [12:36:51<57:45:03, 16.95s/it]
 18%|█▊        | 2732/15000 [12:37:06<55:25:20, 16.26s/it]
 18%|21.35s/it]
 18%|█▊        | 2717/15000 [12:33:04<66:04:47, 19.37s/it]
 18%|█▊        | 2718/15000 [12:33:19<61:10:09, 17.93s/it]
 18%|█▊        | 2719/15000 [12:33:33<57:58:01, 16.99s/it]
 18%|█▊        | 2720/15000 [12:33:48<55:31:54, 16.28s/it]
 18%|█▊        | 2721/15000 [12:34:03<53:49:43, 15.78s/it]
 18%|█▊        | 2722/15000 [12:34:17<52:46:03, 15.47s/it]
 18%|█▊        | 2723/15000 [12:34:32<51:55:32, 15.23s/it]
 18%|█▊        | 2724/15000 [12:34:47<51:22:19, 15.07s/it]
 18%|█▊        | 2725/15000 [12:35:01<50:56:34, 14.94s/it]
 18%|█▊        | 2726/15000 [12:35:16<50:43:11, 14.88s/it]
 18%|█▊        | 2727/15000 [12:35:31<50:30:02, 14.81s/it]
 18%|█▊        | 2728/15000 [12:36:07<72:39:06, 21.31s/it]
 18%|█▊        | 2729/15000 [12:36:22<65:57:10, 19.35s/it]
 18%|█▊        | 2730/15000 [12:36:37<61:01:11, 17.90s/it]
 18%|█▊        | 2731/15000 [12:36:51<57:43:56, 16.94s/it]
 18%|█▊        | 2732/15000 [12:37:06<55:26:06, 16.27s/it]
 18%|/15000 [12:34:03<53:50:14, 15.78s/it]
 18%|█▊        | 2722/15000 [12:34:17<52:37:29, 15.43s/it]
 18%|█▊        | 2723/15000 [12:34:32<51:54:45, 15.22s/it]
 18%|█▊        | 2724/15000 [12:34:47<51:21:54, 15.06s/it]
 18%|█▊        | 2725/15000 [12:35:01<50:58:49, 14.95s/it]
 18%|█▊        | 2726/15000 [12:35:16<50:45:09, 14.89s/it]
 18%|█▊        | 2727/15000 [12:35:31<50:34:27, 14.83s/it]
 18%|█▊        | 2728/15000 [12:36:07<72:36:31, 21.30s/it]
 18%|█▊        | 2729/15000 [12:36:22<65:48:18, 19.31s/it]
 18%|█▊        | 2730/15000 [12:36:37<61:02:32, 17.91s/it]
 18%|█▊        | 2731/15000 [12:36:51<57:44:54, 16.94s/it]
 18%|█▊        | 2732/15000 [12:37:06<55:22:54, 16.25s/it]
 18%|█▊        | 2733/15000 [12:37:21<53:50:18, 15.80s/it]
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 18%|█▊        | 2736/15000 [12:38:04<51:14:36, 15.04s/it]
 18%|█▊        | 2737/15000 [12:38:19█▊        | 2733/15000 [12:37:21<53:52:19, 15.81s/it]
 18%|█▊        | 2734/15000 [12:37:35<52:36:13, 15.44s/it]
 18%|█▊        | 2735/15000 [12:37:50<51:44:16, 15.19s/it]
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 18%|█▊        | 2739/15000 [12:39:10<72:40:48, 21.34s/it]
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 18%|█▊        | 2748/15000 [12:41:22<50:39:38, 14.89s/it]
 18%|█▊        | █▊        | 2733/15000 [12:37:21<53:47:24, 15.79s/it]
 18%|█▊        | 2734/15000 [12:37:35<52:37:25, 15.44s/it]
 18%|█▊        | 2735/15000 [12:37:50<51:51:13, 15.22s/it]
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 18%|█▊        | 2748/15000 [12:41:22<50:47:14, 14.92s/it]
 18%|█▊        | <50:49:30, 14.92s/it]
 18%|█▊        | 2738/15000 [12:38:34<50:29:59, 14.83s/it]
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 18%|█▊        | 2741/15000 [12:39:40<61:06:37, 17.95s/it]
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 18%|█▊        | 2743/15000 [12:40:09<55:19:31, 16.25s/it]
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 18%|█▊        | 2745/15000 [12:40:38<52:31:25, 15.43s/it]
 18%|█▊        | 2746/15000 [12:40:53<51:44:25, 15.20s/it]
 18%|█▊        | 2747/15000 [12:41:07<51:07:40, 15.02s/it]
 18%|█▊        | 2748/15000 [12:41:22<50:45:14, 14.91s/it]
 18%|█▊        | 2749/15000 [12:41:37<50:29:18, 14.84s/it]
 18%|█▊        | 2750/15000 [12:42:14<72:50:40, 21.41s/it]
 18%|█▊        | 2751/15000 [12:42:28<65:58:56, 19.39s/it]
 18%|█▊        | 2752/15000 [12:42:43<61:06:37, 17.96s/it]
 18%|█▊        | 2753/15000 [12:42:58<57:52:01, 17.012749/15000 [12:41:37<50:23:39, 14.81s/it]
 18%|█▊        | 2750/15000 [12:42:14<72:54:39, 21.43s/it]
 18%|█▊        | 2751/15000 [12:42:28<66:01:12, 19.40s/it]
 18%|█▊        | 2752/15000 [12:42:43<61:08:28, 17.97s/it]
 18%|█▊        | 2753/15000 [12:42:58<57:50:54, 17.00s/it]
 18%|█▊        | 2754/15000 [12:43:12<55:30:04, 16.32s/it]
 18%|█▊        | 2755/15000 [12:43:27<53:51:59, 15.84s/it]
 18%|█▊        | 2756/15000 [12:43:42<52:38:05, 15.48s/it]
 18%|█▊        | 2757/15000 [12:43:56<51:46:28, 15.22s/it]
 18%|█▊        | 2758/15000 [12:44:11<51:13:06, 15.06s/it]
 18%|█▊        | 2759/15000 [12:44:26<50:42:09, 14.91s/it]
 18%|█▊        | 2760/15000 [12:44:40<50:32:01, 14.86s/it]
 18%|█▊        | 2761/15000 [12:45:17<72:38:27, 21.37s/it]
 18%|█▊        | 2762/15000 [12:45:32<65:52:28, 19.38s/it]
 18%|█▊        | 2763/15000 [12:45:46<61:06:25, 17.98s/it]
 18%|█▊        | 2764/15000 [12:46:01<57:47:42, 17.00s/it]
 18%|█▊        | 2765/15000 [12:42749/15000 [12:41:37<50:23:44, 14.81s/it]
 18%|█▊        | 2750/15000 [12:42:14<72:53:08, 21.42s/it]
 18%|█▊        | 2751/15000 [12:42:28<65:56:28, 19.38s/it]
 18%|█▊        | 2752/15000 [12:42:43<61:06:49, 17.96s/it]
 18%|█▊        | 2753/15000 [12:42:58<57:50:54, 17.00s/it]
 18%|█▊        | 2754/15000 [12:43:12<55:29:14, 16.31s/it]
 18%|█▊        | 2755/15000 [12:43:27<53:54:09, 15.85s/it]
 18%|█▊        | 2756/15000 [12:43:42<52:36:39, 15.47s/it]
 18%|█▊        | 2757/15000 [12:43:56<51:45:21, 15.22s/it]
 18%|█▊        | 2758/15000 [12:44:11<51:14:26, 15.07s/it]
 18%|█▊        | 2759/15000 [12:44:26<50:45:33, 14.93s/it]
 18%|█▊        | 2760/15000 [12:44:40<50:30:51, 14.86s/it]
 18%|█▊        | 2761/15000 [12:45:17<72:41:11, 21.38s/it]
 18%|█▊        | 2762/15000 [12:45:32<65:53:25, 19.38s/it]
 18%|█▊        | 2763/15000 [12:45:46<61:07:32, 17.98s/it]
 18%|█▊        | 2764/15000 [12:46:01<57:45:26, 16.99s/it]
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 18%|█▊        | 2759/15000 [12:44:26<50:49:03, 14.95s/it]
 18%|█▊        | 2760/15000 [12:44:40<50:30:10, 14.85s/it]
 18%|█▊        | 2761/15000 [12:45:17<72:39:28, 21.37s/it]
 18%|█▊        | 2762/15000 [12:45:32<65:53:30, 19.38s/it]
 18%|█▊        | 2763/15000 [12:45:46<61:07:17, 17.98s/it]
 18%|█▊        | 2764/15000 [12:46:01<57:51:08, 17.02s/it]
 18%|█▊        | 2765/15000 [12:46:16<55:29:33, 16.33s/it]
 18%|█▊        | 2766/15000 [12:46:30<53:49:17, 15.84s/it]
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 18%|█▊        | 2769/15000 [12:47:15<51:15:44, 15.09s/it]
 18%|█6:16<55:30:42, 16.33s/it]
 18%|█▊        | 2766/15000 [12:46:31<53:50:11, 15.84s/it]
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 18%|█▊        | 2775/15000 [12:49:05<57:41:35, 16.99s/it]
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 19%|█▊        | 2777/15000 [12:49:34<53:42:47, 15.82s/it]
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 19%|█▊        | 2780/15000 [12:50:18<51:03:45, 15.04s/it]
 19%|█▊        | 2781/15000 [12:50:33<50:40:50, 16:16<55:30:44, 16.33s/it]
 18%|█▊        | 2766/15000 [12:46:31<53:47:40, 15.83s/it]
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 18%|█▊        | 2770/15000 [12:47:29<50:48:19, 14.95s/it]
 18%|█▊        | 2771/15000 [12:47:44<50:34:40, 14.89s/it]
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 18%|█▊        | 2775/15000 [12:49:05<57:44:42, 17.00s/it]
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 19%|█▊        | 2780/15000 [12:50:18<51:04:53, 15.05s/it]
 19%|█▊        | 2781/15000 [12:50:33<50:40:01, 1        | 2770/15000 [12:47:29<50:47:20, 14.95s/it]
 18%|█▊        | 2771/15000 [12:47:44<50:36:19, 14.90s/it]
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 19%|█▊        | 2777/15000 [12:49:34<53:40:11, 15.81s/it]
 19%|█▊        | 2778/15000 [12:49:49<52:33:39, 15.48s/it]
 19%|█▊        | 2779/15000 [12:50:03<51:39:38, 15.22s/it]
 19%|█▊        | 2780/15000 [12:50:18<51:03:38, 15.04s/it]
 19%|█▊        | 2781/15000 [12:50:33<50:40:32, 14.93s/it]
 19%|█▊        | 2782/15000 [12:50:47<50:24:31, 14.85s/it]
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 19%|█▊        | 2784/15000 [12:51:39<72:35:12, 21.39s/it]
 19%|█▊        | 2785/15000 [12:51:54<65:44:50, 19.38s/it]
 19%|█▊        | 2786/4.93s/it]
 19%|█▊        | 2782/15000 [12:50:48<50:22:34, 14.84s/it]
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 19%|█▊        | 2787/15000 [12:52:23<57:37:11, 16.98s/it]
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 19%|█▊        | 2795/15000 [12:54:42<72:24:39, 21.36s/it]
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 19%|4.93s/it]
 19%|█▊        | 2782/15000 [12:50:48<50:28:09, 14.87s/it]
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 19%|█▊        | 2786/15000 [12:52:08<60:55:19, 17.96s/it]
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 19%|█▊        | 2789/15000 [12:52:52<53:27:42, 15.76s/it]
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 19%|█▊        | 2791/15000 [12:53:22<51:39:40, 15.23s/it]
 19%|█▊        | 2792/15000 [12:53:36<50:57:50, 15.03s/it]
 19%|█▊        | 2793/15000 [12:53:51<50:35:18, 14.92s/it]
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 19%|█▊        | 2795/15000 [12:54:42<72:21:12, 21.34s/it]
 19%|█▊        | 2796/15000 [12:54:57<65:38:37, 19.36s/it]
 19%|█▊        | 2797/15000 [12:55:11<60:45:10, 17.92s/it]
 19%|{'loss': 0.8806, 'learning_rate': 0.0001874008388109276, 'epoch': 0.52}
{'loss': 0.8806, 'learning_rate': 0.0001874008388109276, 'epoch': 0.52}
{'loss': 0.8806, 'learning_rate': 0.0001874008388109276, 'epoch': 0.52}
15000 [12:52:08<60:59:57, 17.98s/it]
 19%|█▊        | 2787/15000 [12:52:23<57:32:57, 16.96s/it]
 19%|█▊        | 2788/15000 [12:52:38<55:08:06, 16.25s/it]
 19%|█▊        | 2789/15000 [12:52:52<53:32:40, 15.79s/it]
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 19%|█▊        | 2800/15000 [12:55:55<53:31:27, 15.79s/it]
                                                          

 19%|█▊        | 2800/15000 [12:55:55<53:▊        | 2798/15000 [12:55:26<57:24:17, 16.94s/it]
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 19%|█▊        | 2800/15000 [12:55:55<53:24:46, 15.76s/it]
                                                          

 19%|█▊        | 2800/15000 [12:55:55<53:24:46, 15.76s/it]
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 19%|█▊        | 2800/15000 [12:55:55<53:32:44, 15.80s/it]
                                                          

 19%|█▊        | 2800/15000 [12:55:56<53:32:44, 15.80s/it]
 19%|█▊        | 2801/15000 [12:56:10<52:34:40, 15.52s/it]
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 19%|█▉    {'loss': 0.8993, 'learning_rate': 0.00018633138372102468, 'epoch': 0.54}
{'loss': 0.8993, 'learning_rate': 0.00018633138372102468, 'epoch': 0.54}
{'loss': 0.8993, 'learning_rate': 0.00018633138372102468, 'epoch': 0.54}
50:22:19, 14.98s/it]
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{'loss': 0.895, 'learning_rate': 0.00018522168236559695, 'epoch': 0.56}
{'loss': 0.895, 'learning_rate': 0.00018522168236559695, 'epoch': 0.56}
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    {'loss': 0.8924, 'learning_rate': 0.00018407225206909208, 'epoch': 0.58}
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{'loss': 0.8901, 'learning_rate': 0.00018288362867693414, 'epoch': 0.6}
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{'loss': 0.8873, 'learning_rate': 0.0001816563663057211, 'epoch': 0.62}
{'loss': 0.8873, 'learning_rate': 0.0001816563663057211, 'epoch': 0.62}
]
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{'loss': 0.8762, 'learning_rate': 0.000180391037084905, 'epoch': 0.64}
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                                                 {'loss': 0.8762, 'learning_rate': 0.000180391037084905, 'epoch': 0.64}
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{'loss': 0.8731, 'learning_rate': 0.00017908823089007457, 'epoch': 0.66}
{'loss': 0.8731, 'learning_rate': 0.00017908823089007457, 'epoch': 0.66}
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{'loss': 0.8698, 'learning_rate': 0.00017774855506796496, 'epoch': 0.67}
{'loss': 0.8698, 'learning_rate': 0.00017774855506796496, 'epoch': 0.67}
t]
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{'loss': 0.8679, 'learning_rate': 0.0001763726341533227, 'epoch': 0.69}
{'loss': 0.8679, 'learning_rate': 0.0001763726341533227, 'epoch': 0.69}
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 25%|██▌ {'loss': 0.8652, 'learning_rate': 0.0001749611095777581, 'epoch': 0.71}
{'loss': 0.8652, 'learning_rate': 0.0001749611095777581, 'epoch': 0.71}
{'loss': 0.8652, 'learning_rate': 0.0001749611095777581, 'epoch': 0.71}
s/it]
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{'loss': 0.8627, 'learning_rate': 0.00017351463937072004, 'epoch': 0.73}
{'loss': 0.8627, 'learning_rate': 0.00017351463937072004, 'epoch': 0.73}
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{'loss': 0.8614, 'learning_rate': 0.000172033897852734, 'epoch': 0.75}
{'loss': 0.8614, 'learning_rate': 0.000172033897852734, 'epoch': 0.75}
.99s/it]
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 27%|██▋       | 4000/15000 [18:28:44<51:52:39, 16.98s/it]Saving model checkpoint to /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-4000
tokenizer config file saved in /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-4000/tokenizer_config.json
Special tokens file saved in /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-4000/special_tokens_map.json
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 27%|██▋       | 4095/15000{'loss': 0.8638, 'learning_rate': 0.0001705195753210446, 'epoch': 0.77}
{'loss': 0.8638, 'learning_rate': 0.0001705195753210446, 'epoch': 0.77}
{'loss': 0.8638, 'learning_rate': 0.0001705195753210446, 'epoch': 0.77}
5, 16.29s/it]
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{'loss': 0.8605, 'learning_rate': 0.00016897237772781044, 'epoch': 0.79}
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{'loss': 0.858, 'learning_rate': 0.00016739302635100108, 'epoch': 0.8}
{'loss': 0.858, 'learning_rate': 0.00016739302635100108, 'epoch': 0.8}
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{'loss': 0.8563, 'learning_rate': 0.00016578225745814907, 'epoch': 0.82}
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 30%|██▉       | 4497{'loss': 0.8562, 'learning_rate': 0.000164140821963114, 'epoch': 0.84}
{'loss': 0.8562, 'learning_rate': 0.000164140821963114, 'epoch': 0.84}
{'loss': 0.8562, 'learning_rate': 0.000164140821963114, 'epoch': 0.84}
2:22:38, 21.37s/it]
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 {'loss': 0.8548, 'learning_rate': 0.00016246948507601914, 'epoch': 0.86}
{'loss': 0.8548, 'learning_rate': 0.00016246948507601914, 'epoch': 0.86}
{'loss': 0.8548, 'learning_rate': 0.00016246948507601914, 'epoch': 0.86}
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 31%{'loss': 0.8519, 'learning_rate': 0.0001607690259465229, 'epoch': 0.88}
{'loss': 0.8519, 'learning_rate': 0.0001607690259465229, 'epoch': 0.88}
{'loss': 0.8519, 'learning_rate': 0.0001607690259465229, 'epoch': 0.88}
5/15000 [21:41:40<43:01:33, 15.03s/it]
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{'loss': 0.8509, 'learning_rate': 0.00015904023730059228, 'epoch': 0.9}
{'loss': 0.8509, 'learning_rate': 0.00015904023730059228, 'epoch': 0.9}
.51s/it]
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{'loss': 0.8497, 'learning_rate': 0.000157283925070947, 'epoch': 0.92}
{'loss': 0.8497, 'learning_rate': 0.000157283925070947, 'epoch': 0.92}
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 33{'loss': 0.8509, 'learning_rate': 0.000155500908021347, 'epoch': 0.94}
{'loss': 0.8509, 'learning_rate': 0.000155500908021347, 'epoch': 0.94}
{'loss': 0.8509, 'learning_rate': 0.000155500908021347, 'epoch': 0.94}
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{'loss': 0.8481, 'learning_rate': 0.0001536920173648984, 'epoch': 0.95}
{'loss': 0.8481, 'learning_rate': 0.0001536920173648984, 'epoch': 0.95}
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  warnings.warn("The dataset reached end and the iterator is reset to the start.")
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{'loss': 0.8584, 'learning_rate': 0.0001518580963765555, 'epoch': 0.97}
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 35%|███▌      | 5300/1{'loss': 0.834, 'learning_rate': 0.00015000000000000001, 'epoch': 0.99}
{'loss': 0.834, 'learning_rate': 0.00015000000000000001, 'epoch': 0.99}
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{'loss': 0.827, 'learning_rate': 0.00014811859444908052, 'epoch': 1.01}
{'loss': 0.827, 'learning_rate': 0.00014811859444908052, 'epoch': 1.01}
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 37%|███▋{'loss': 0.8251, 'learning_rate': 0.0001462147568039977, 'epoch': 1.03}
{'loss': 0.8251, 'learning_rate': 0.0001462147568039977, 'epoch': 1.03}
{'loss': 0.8251, 'learning_rate': 0.0001462147568039977, 'epoch': 1.03}
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{'loss': 0.821, 'learning_rate': 0.00014428937460242417, 'epoch': 1.05}
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{'loss': 0.8221, 'learning_rate': 0.00014234334542574906, 'epoch': 1.07}
{'loss': 0.8221, 'learning_rate': 0.00014234334542574906, 'epoch': 1.07}
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 39%|███{'loss': 0.8184, 'learning_rate': 0.00014037757648064018, 'epoch': 1.09}
{'loss': 0.8184, 'learning_rate': 0.00014037757648064018, 'epoch': 1.09}
{'loss': 0.8184, 'learning_rate': 0.00014037757648064018, 'epoch': 1.09}
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{'loss': 0.8152, 'learning_rate': 0.00013839298417611963, 'epoch': 1.1}
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{'loss': 0.8154, 'learning_rate': 0.00013639049369634876, 'epoch': 1.12}
{'loss': 0.8154, 'learning_rate': 0.00013639049369634876, 'epoch': 1.12}
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tokenizer config file saved in /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-6000/tokenizer_config.json
Special tokens file saved in /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-6000/special_tokens_map.json
15000 [27:43:57<55:12:06, 22.08s/it]
                                                          

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{'loss': 0.8127, 'learning_rate': 0.00013437103856932264, 'epoch': 1.14}
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{'loss': 0.8118, 'learning_rate': 0.00013233556023167485, 'epoch': 1.16}
{'loss': 0.8118, 'learning_rate': 0.00013233556023167485, 'epoch': 1.16}
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{'loss': 0.8108, 'learning_rate': 0.00013028500758979506, 'epoch': 1.18}
{'loss': 0.8108, 'learning_rate': 0.00013028500758979506, 'epoch': 1.18}
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{'loss': 0.8066, 'learning_rate': 0.00012822033657746478, 'epoch': 1.2}
{'loss': 0.8066, 'learning_rate': 0.00012822033657746478, 'epoch': 1.2}
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{'loss': 0.8285, 'learning_rate': 0.00012405249563662537, 'epoch': 1.24}
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{'loss': 0.8375, 'learning_rate': 0.00012195126868674051, 'epoch': 1.25}
{'loss': 0.8375, 'learning_rate': 0.00012195126868674051, 'epoch': 1.25}
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{'loss': 0.8353, 'learning_rate': 0.0001177190991579223, 'epoch': 1.29}
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{'loss': 0.833, 'learning_rate': 0.00011559012954653865, 'epoch': 1.31}
{'loss': 0.833, 'learning_rate': 0.00011559012954653865, 'epoch': 1.31}
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{'loss': 0.8302, 'learning_rate': 0.00011131138261952845, 'epoch': 1.35}
t]
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{'loss': 0.8324, 'learning_rate': 0.00010701154543160541, 'epoch': 1.38}
{'loss': 0.8324, 'learning_rate': 0.00010701154543160541, 'epoch': 1.38}
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{'loss': 0.8293, 'learning_rate': 0.00010485622221144484, 'epoch': 1.4}
{'loss': 0.8293, 'learning_rate': 0.00010485622221144484, 'epoch': 1.4}
{'loss': 0.8293, 'learning_rate': 0.00010485622221144484, 'epoch': 1.4}
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 {'loss': 0.8309, 'learning_rate': 0.00010269863510067872, 'epoch': 1.42}
{'loss': 0.8309, 'learning_rate': 0.00010269863510067872, 'epoch': 1.42}
{'loss': 0.8309, 'learning_rate': 0.00010269863510067872, 'epoch': 1.42}
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{'loss': 0.8262, 'learning_rate': 0.00010053978993079045, 'epoch': 1.44}
{'loss': 0.8262, 'learning_rate': 0.00010053978993079045, 'epoch': 1.44}
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{'loss': 0.8282, 'learning_rate': 9.838069311974986e-05, 'epoch': 1.46}
{'loss': 0.8282, 'learning_rate': 9.838069311974986e-05, 'epoch': 1.46}
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{'loss': 0.8286, 'learning_rate': 9.622235120283769e-05, 'epoch': 1.48}
{'loss': 0.8286, 'learning_rate': 9.622235120283769e-05, 'epoch': 1.48}
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{'loss': 0.8346, 'learning_rate': 9.406577036341548e-05, 'epoch': 1.5}
{'loss': 0.8346, 'learning_rate': 9.406577036341548e-05, 'epoch': 1.5}
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tokenizer config file saved in /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-8000/tokenizer_config.json
Special tokens file saved in /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-8000/special_tokens_map.json
56, 17.20s/it]
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{'loss': 0.8458, 'learning_rate': 9.19119559638596e-05, 'epoch': 1.52}
{'loss': 0.8458, 'learning_rate': 9.19119559638596e-05, 'epoch': 1.52}
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 {'loss': 0.8459, 'learning_rate': 8.976191207687775e-05, 'epoch': 1.53}
{'loss': 0.8459, 'learning_rate': 8.976191207687775e-05, 'epoch': 1.53}
{'loss': 0.8459, 'learning_rate': 8.976191207687775e-05, 'epoch': 1.53}
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{'loss': 0.8457, 'learning_rate': 8.7616641017427e-05, 'epoch': 1.55}
{'loss': 0.8457, 'learning_rate': 8.7616641017427e-05, 'epoch': 1.55}
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 56%|█████{'loss': 0.8452, 'learning_rate': 8.5477142875451e-05, 'epoch': 1.57}
{'loss': 0.8452, 'learning_rate': 8.5477142875451e-05, 'epoch': 1.57}
{'loss': 0.8452, 'learning_rate': 8.5477142875451e-05, 'epoch': 1.57}
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 57%|█████▋    | 8597/15{'loss': 0.8266, 'learning_rate': 8.1219451782533e-05, 'epoch': 1.61}
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 57{'loss': 0.8266, 'learning_rate': 8.1219451782533e-05, 'epoch': 1.61}
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 57{'loss': 0.8266, 'learning_rate': 8.1219451782533e-05, 'epoch': 1.61}
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{'loss': 0.8259, 'learning_rate': 7.91032436968725e-05, 'epoch': 1.63}
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{'loss': 0.8259, 'learning_rate': 7.91032436968725e-05, 'epoch': 1.63}
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{'loss': 0.8249, 'learning_rate': 7.699677733393826e-05, 'epoch': 1.65}
{'loss': 0.8249, 'learning_rate': 7.699677733393826e-05, 'epoch': 1.65}
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 59%|███{'loss': 0.8225, 'learning_rate': 7.490103469356513e-05, 'epoch': 1.67}
{'loss': 0.8225, 'learning_rate': 7.490103469356513e-05, 'epoch': 1.67}
{'loss': 0.8225, 'learning_rate': 7.490103469356513e-05, 'epoch': 1.67}
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{'loss': 0.8216, 'learning_rate': 7.281699277636572e-05, 'epoch': 1.68}
{'loss': 0.8216, 'learning_rate': 7.281699277636572e-05, 'epoch': 1.68}
t]
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{'loss': 0.8224, 'learning_rate': 7.07456231282686e-05, 'epoch': 1.7}
{'loss': 0.8224, 'learning_rate': 7.07456231282686e-05, 'epoch': 1.7}
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{'loss': 0.8218, 'learning_rate': 6.868789138759976e-05, 'epoch': 1.72}
{'loss': 0.8218, 'learning_rate': 6.868789138759976e-05, 'epoch': 1.72}
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{'loss': 0.8221, 'learning_rate': 6.260608194688206e-05, 'epoch': 1.78}
{'loss': 0.8221, 'learning_rate': 6.260608194688206e-05, 'epoch': 1.78}
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{'loss': 0.821, 'learning_rate': 6.061242437507131e-05, 'epoch': 1.8}
{'loss': 0.821, 'learning_rate': 6.061242437507131e-05, 'epoch': 1.8}
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{'loss': 0.8219, 'learning_rate': 5.863712864062089e-05, 'epoch': 1.82}
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{'loss': 0.8193, 'learning_rate': 5.474529709554612e-05, 'epoch': 1.85}
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{'loss': 0.8199, 'learning_rate': 5.283057559252341e-05, 'epoch': 1.87}
{'loss': 0.8199, 'learning_rate': 5.283057559252341e-05, 'epoch': 1.87}
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 67%|██████▋   | 10000/15000 [46:19:46<20:53:03, 15.04s/it]Saving model checkpoint to /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-10000
tokenizer config file saved in /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-10000/tokenizer_config.json
Special tokens file saved in /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-10000/special_tokens_map.json
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{'loss': 0.8186, 'learning_rate': 5.0937843696263966e-05, 'epoch': 1.89}
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{'loss': 0.8218, 'learning_rate': 4.9067983767123736e-05, 'epoch': 1.91}
{'loss': 0.8218, 'learning_rate': 4.9067983767123736e-05, 'epoch': 1.91}
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{'loss': 0.8182, 'learning_rate': 4.722186750292511e-05, 'epoch': 1.93}
{'loss': 0.8182, 'learning_rate': 4.722186750292511e-05, 'epoch': 1.93}
/it]
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{'loss': 0.8282, 'learning_rate': 4.540035553258619e-05, 'epoch': 1.95}
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{'loss': 0.8007, 'learning_rate': 4.360429701490934e-05, 'epoch': 1.97}
{'loss': 0.8007, 'learning_rate': 4.360429701490934e-05, 'epoch': 1.97}
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{'loss': 0.7967, 'learning_rate': 4.183452924271776e-05, 'epoch': 1.98}
{'loss': 0.7967, 'learning_rate': 4.183452924271776e-05, 'epoch': 1.98}
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 7{'loss': 0.7962, 'learning_rate': 4.009187725252309e-05, 'epoch': 2.0}
{'loss': 0.7962, 'learning_rate': 4.009187725252309e-05, 'epoch': 2.0}
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{'loss': 0.7933, 'learning_rate': 3.8377153439907266e-05, 'epoch': 2.02}
{'loss': 0.7933, 'learning_rate': 3.8377153439907266e-05, 'epoch': 2.02}
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{'loss': 0.797, 'learning_rate': 3.669115718079702e-05, 'epoch': 2.04}
{'loss': 0.797, 'learning_rate': 3.669115718079702e-05, 'epoch': 2.04}
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 73{'loss': 0.7939, 'learning_rate': 3.503467445880789e-05, 'epoch': 2.06}
{'loss': 0.7939, 'learning_rate': 3.503467445880789e-05, 'epoch': 2.06}
{'loss': 0.7939, 'learning_rate': 3.503467445880789e-05, 'epoch': 2.06}
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{'loss': 0.7925, 'learning_rate': 3.340847749883191e-05, 'epoch': 2.08}
{'loss': 0.7925, 'learning_rate': 3.340847749883191e-05, 'epoch': 2.08}
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{'loss': 0.7934, 'learning_rate': 3.1813324407038825e-05, 'epoch': 2.1}
{'loss': 0.7934, 'learning_rate': 3.1813324407038825e-05, 'epoch': 2.1}
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{'loss': 0.7916, 'learning_rate': 3.0249958817459722e-05, 'epoch': 2.11}
{'loss': 0.7916, 'learning_rate': 3.0249958817459722e-05, 'epoch': 2.11}
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 76{'loss': 0.7933, 'learning_rate': 2.8719109545317103e-05, 'epoch': 2.13}
{'loss': 0.7933, 'learning_rate': 2.8719109545317103e-05, 'epoch': 2.13}
{'loss': 0.7933, 'learning_rate': 2.8719109545317103e-05, 'epoch': 2.13}
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 7{'loss': 0.7905, 'learning_rate': 2.722149024726307e-05, 'epoch': 2.15}
{'loss': 0.7905, 'learning_rate': 2.722149024726307e-05, 'epoch': 2.15}
{'loss': 0.7905, 'learning_rate': 2.722149024726307e-05, 'epoch': 2.15}
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{'loss': 0.7876, 'learning_rate': 2.5757799088684654e-05, 'epoch': 2.17}
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 {'loss': 0.7876, 'learning_rate': 2.5757799088684654e-05, 'epoch': 2.17}
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{'loss': 0.7825, 'learning_rate': 2.432871841823047e-05, 'epoch': 2.19}
{'loss': 0.7825, 'learning_rate': 2.432871841823047e-05, 'epoch': 2.19}
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{'loss': 0.815, 'learning_rate': 2.2934914449711087e-05, 'epoch': 2.21}
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 7{'loss': 0.8167, 'learning_rate': 2.157703695152109e-05, 'epoch': 2.23}
{'loss': 0.8167, 'learning_rate': 2.157703695152109e-05, 'epoch': 2.23}
{'loss': 0.8167, 'learning_rate': 2.157703695152109e-05, 'epoch': 2.23}
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{'loss': 0.8181, 'learning_rate': 2.025571894372794e-05, 'epoch': 2.25}
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 {'loss': 0.8181, 'learning_rate': 2.025571894372794e-05, 'epoch': 2.25}
                                                          

 80%|████████  | 12000/15000 [55:34:46<13:09:50, 15.80s/it]Saving model checkpoint to /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-12000
tokenizer config file saved in /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-12000/tokenizer_config.json
Special tokens file saved in /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-12000/special_tokens_map.json
5, 17.00s/it]
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{'loss': 0.8173, 'learning_rate': 1.897157640296825e-05, 'epoch': 2.26}
{'loss': 0.8173, 'learning_rate': 1.897157640296825e-05, 'epoch': 2.26}
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{'loss': 0.8158, 'learning_rate': 1.772520797528988e-05, 'epoch': 2.28}
{'loss': 0.8158, 'learning_rate': 1.772520797528988e-05, 'epoch': 2.28}
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{'loss': 0.8173, 'learning_rate': 1.65171946970729e-05, 'epoch': 2.3}
{'loss': 0.8173, 'learning_rate': 1.65171946970729e-05, 'epoch': 2.3}
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 83%|██████{'loss': 0.814, 'learning_rate': 1.534809972415998e-05, 'epoch': 2.32}
{'loss': 0.814, 'learning_rate': 1.534809972415998e-05, 'epoch': 2.32}
{'loss': 0.814, 'learning_rate': 1.534809972415998e-05, 'epoch': 2.32}
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{'loss': 0.816, 'learning_rate': 1.4218468069322578e-05, 'epoch': 2.34}
{'loss': 0.816, 'learning_rate': 1.4218468069322578e-05, 'epoch': 2.34}
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{'loss': 0.8186, 'learning_rate': 1.3128826348184887e-05, 'epoch': 2.36}
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{'loss': 0.8146, 'learning_rate': 1.2079682533724379e-05, 'epoch': 2.38}
{'loss': 0.8146, 'learning_rate': 1.2079682533724379e-05, 'epoch': 2.38}
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 85%{'loss': 0.8176, 'learning_rate': 1.1071525719463095e-05, 'epoch': 2.4}
{'loss': 0.8176, 'learning_rate': 1.1071525719463095e-05, 'epoch': 2.4}
{'loss': 0.8176, 'learning_rate': 1.1071525719463095e-05, 'epoch': 2.4}
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{'loss': 0.8143, 'learning_rate': 1.010482589146048e-05, 'epoch': 2.41}
{'loss': 0.8143, 'learning_rate': 1.010482589146048e-05, 'epoch': 2.41}
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{'loss': 0.8161, 'learning_rate': 9.180033709213454e-06, 'epoch': 2.43}
{'loss': 0.8161, 'learning_rate': 9.180033709213454e-06, 'epoch': 2.43}
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{'loss': 0.8164, 'learning_rate': 8.297580295566575e-06, 'epoch': 2.45}
{'loss': 0.8164, 'learning_rate': 8.297580295566575e-06, 'epoch': 2.45}
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{'loss': 0.8264, 'learning_rate': 7.457877035729588e-06, 'epoch': 2.47}
{'loss': 0.8264, 'learning_rate': 7.457877035729588e-06, 'epoch': 2.47}
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{'loss': 0.8354, 'learning_rate': 6.661315385496425e-06, 'epoch': 2.49}
{'loss': 0.8354, 'learning_rate': 6.661315385496425e-06, 'epoch': 2.49}
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{'loss': 0.8357, 'learning_rate': 5.908266688755049e-06, 'epoch': 2.51}
{'loss': 0.8357, 'learning_rate': 5.908266688755049e-06, 'epoch': 2.51}
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{'loss': 0.8341, 'learning_rate': 5.199082004372957e-06, 'epoch': 2.53}
{'loss': 0.8341, 'learning_rate': 5.199082004372957e-06, 'epoch': 2.53}
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{'loss': 0.8358, 'learning_rate': 4.534091942539475e-06, 'epoch': 2.55}
{'loss': 0.8358, 'learning_rate': 4.534091942539475e-06, 'epoch': 2.55}
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{'loss': 0.8264, 'learning_rate': 3.913606510640644e-06, 'epoch': 2.56}
{'loss': 0.8264, 'learning_rate': 3.913606510640644e-06, 'epoch': 2.56}
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{'loss': 0.8142, 'learning_rate': 3.3379149687388867e-06, 'epoch': 2.58}
{'loss': 0.8142, 'learning_rate': 3.3379149687388867e-06, 'epoch': 2.58}
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{'loss': 0.8155, 'learning_rate': 2.8072856947248037e-06, 'epoch': 2.6}
{'loss': 0.8155, 'learning_rate': 2.8072856947248037e-06, 'epoch': 2.6}
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 93%|███████{'loss': 0.8142, 'learning_rate': 2.3219660592038285e-06, 'epoch': 2.62}
{'loss': 0.8142, 'learning_rate': 2.3219660592038285e-06, 'epoch': 2.62}
{'loss': 0.8142, 'learning_rate': 2.3219660592038285e-06, 'epoch': 2.62}
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 93%|█████████▎| 14000/15000 [64:50:01<4:07:45, 14.87s/it]Saving model checkpoint to /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-14000
tokenizer config file saved in /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-14000/tokenizer_config.json
Special tokens file saved in /leonardo_work/IscrC_fineNLP/llamantino_chat/UltraChat/train/results/checkpoint-14000/special_tokens_map.json
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{'loss': 0.8113, 'learning_rate': 1.882182310176095e-06, 'epoch': 2.64}
{'loss': 0.8113, 'learning_rate': 1.882182310176095e-06, 'epoch': 2.64}
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{'loss': 0.812, 'learning_rate': 1.488139467563354e-06, 'epoch': 2.66}
{'loss': 0.812, 'learning_rate': 1.488139467563354e-06, 'epoch': 2.66}
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{'loss': 0.8132, 'learning_rate': 8.379898773574924e-07, 'epoch': 2.7}
{'loss': 0.8132, 'learning_rate': 8.379898773574924e-07, 'epoch': 2.7}
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{'loss': 0.8164, 'learning_rate': 5.821862187675775e-07, 'epoch': 2.71}
{'loss': 0.8164, 'learning_rate': 5.821862187675775e-07, 'epoch': 2.71}
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{'loss': 0.8144, 'learning_rate': 3.727295033040035e-07, 'epoch': 2.73}
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{'loss': 0.815, 'learning_rate': 2.0971737622883515e-07, 'epoch': 2.75}
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{'loss': 0.8131, 'learning_rate': 9.32258311039269e-08, 'epoch': 2.77}
{'loss': 0.8131, 'learning_rate': 9.32258311039269e-08, 'epoch': 2.77}
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{'loss': 0.8154, 'learning_rate': 2.3309174364027907e-08, 'epoch': 2.79}
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Training completed. Do not forget to share your model on huggingface.co/models =)


{'loss': 0.8134, 'learning_rate': 0.0, 'epoch': 2.81}
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Training completed. Do not forget to share your model on huggingface.co/models =)


{'loss': 0.8134, 'learning_rate': 0.0, 'epoch': 2.81}
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Training completed. Do not forget to share your model on huggingface.co/models =)


{'train_runtime': 250081.6545, 'train_samples_per_second': 5.758, 'train_steps_per_second': 0.06, 'train_loss': 0.8493305440266927, 'epoch': 2.81}
{'train_runtime': 250082.0071, 'train_samples_per_second': 5.758, 'train_steps_per_second': 0.06, 'train_loss': 0.8493305440266927, 'epoch': 2.81}
{'train_runtime': 250081.6132, 'train_samples_per_second': 5.758, 'train_steps_per_second': 0.06, 'train_loss': 0.8493305440266927, 'epoch': 2.81}
Saving last checkpoint of the model...
Saving last checkpoint of the model...
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Saving last checkpoint of the model...
Saving last checkpoint of the model...
Saving last checkpoint of the model...
Saving last checkpoint of the model...

                                                        

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Saving last checkpoint of the model...

                                                        

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loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
Instantiating LlamaForCausalLM model under default dtype torch.float16.
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/config.json
Model config LlamaConfig {
  "_name_or_path": "/leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "initializer_range": 0.02,
  "intermediate_size": 13824,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 40,
  "num_hidden_layers": 40,
  "num_key_value_heads": 40,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.31.0",
  "use_cache": true,
  "vocab_size": 32000
}

Instantiating LlamaForCausalLM model under default dtype torch.float16.
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}

loading weights file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/model.safetensors.index.json
Instantiating LlamaForCausalLM model under default dtype torch.float16.
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.31.0"
}


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]
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All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.

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All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.

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All model checkpoint weights were used when initializing LlamaForCausalLM.

All the weights of LlamaForCausalLM were initialized from the model checkpoint at /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.
loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}

loading configuration file /leonardo_work/IscrC_fineNLP/llamantino_chat/13B_MODELS_final/Llamantino-2-13b-chat-hf-ITA/generation_config.json
Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "temperature": 0.9,
  "top_p": 0.6,
  "transformers_version": "4.31.0"
}

loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
Assigning <pad> to the pad_token key of the tokenizer
Configuration saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/config.json
Configuration saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/generation_config.json
loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
Assigning <pad> to the pad_token key of the tokenizer
Configuration saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/config.json
Configuration saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/generation_config.json
loading file tokenizer.model
loading file tokenizer.json
loading file added_tokens.json
loading file special_tokens_map.json
loading file tokenizer_config.json
Assigning <pad> to the pad_token key of the tokenizer
Configuration saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/config.json
Configuration saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/generation_config.json
The model is bigger than the maximum size per checkpoint (10GB) and is going to be split in 3 checkpoint shards. You can find where each parameters has been saved in the index located at Llamantino-2-13b-chat-hf-ITA_UltraB_final/model.safetensors.index.json.
Configuration saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/config.json
Configuration saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/generation_config.json
The model is bigger than the maximum size per checkpoint (10GB) and is going to be split in 3 checkpoint shards. You can find where each parameters has been saved in the index located at Llamantino-2-13b-chat-hf-ITA_UltraB_final/model.safetensors.index.json.
Configuration saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/config.json
Configuration saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/generation_config.json
The model is bigger than the maximum size per checkpoint (10GB) and is going to be split in 3 checkpoint shards. You can find where each parameters has been saved in the index located at Llamantino-2-13b-chat-hf-ITA_UltraB_final/model.safetensors.index.json.
Configuration saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/config.json
Configuration saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/generation_config.json
The model is bigger than the maximum size per checkpoint (10GB) and is going to be split in 3 checkpoint shards. You can find where each parameters has been saved in the index located at Llamantino-2-13b-chat-hf-ITA_UltraB_final/pytorch_model.bin.index.json.
tokenizer config file saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/tokenizer_config.json
Special tokens file saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/special_tokens_map.json
INFO:torch.distributed.elastic.agent.server.api:[default] worker group successfully finished. Waiting 300 seconds for other agents to finish.
INFO:torch.distributed.elastic.agent.server.api:Local worker group finished (SUCCEEDED). Waiting 300 seconds for other agents to finish
The model is bigger than the maximum size per checkpoint (10GB) and is going to be split in 3 checkpoint shards. You can find where each parameters has been saved in the index located at Llamantino-2-13b-chat-hf-ITA_UltraB_final/pytorch_model.bin.index.json.
tokenizer config file saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/tokenizer_config.json
Special tokens file saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/special_tokens_map.json
INFO:torch.distributed.elastic.agent.server.api:[default] worker group successfully finished. Waiting 300 seconds for other agents to finish.
INFO:torch.distributed.elastic.agent.server.api:Local worker group finished (SUCCEEDED). Waiting 300 seconds for other agents to finish
The model is bigger than the maximum size per checkpoint (10GB) and is going to be split in 3 checkpoint shards. You can find where each parameters has been saved in the index located at Llamantino-2-13b-chat-hf-ITA_UltraB_final/pytorch_model.bin.index.json.
tokenizer config file saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/tokenizer_config.json
Special tokens file saved in Llamantino-2-13b-chat-hf-ITA_UltraB_final/special_tokens_map.json
INFO:torch.distributed.elastic.agent.server.api:[default] worker group successfully finished. Waiting 300 seconds for other agents to finish.
INFO:torch.distributed.elastic.agent.server.api:Local worker group finished (SUCCEEDED). Waiting 300 seconds for other agents to finish
INFO:torch.distributed.elastic.agent.server.api:Done waiting for other agents. Elapsed: 0.0009827613830566406 seconds
INFO:torch.distributed.elastic.agent.server.api:Done waiting for other agents. Elapsed: 48.7719452381134 seconds
INFO:torch.distributed.elastic.agent.server.api:Done waiting for other agents. Elapsed: 38.99942111968994 seconds
