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Chronos_Small_2003_Global

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Chronos_Small_2003_Global
File size: 2,152 Bytes
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{
    "training_config": {
        "training_data_paths": "['/scratch/q69394er/Chronos/code/train_chronos/data/time_series_2003.arrow']",
        "probability": "[1.0]",
        "context_length": 512,
        "prediction_length": 64,
        "min_past": 60,
        "max_steps": 200000,
        "save_steps": 25000,
        "log_steps": 500,
        "per_device_train_batch_size": 128,
        "learning_rate": 0.001,
        "optim": "adamw_torch_fused",
        "shuffle_buffer_length": 100000,
        "gradient_accumulation_steps": 1,
        "model_id": "google/t5-efficient-small",
        "model_type": "seq2seq",
        "random_init": true,
        "tie_embeddings": true,
        "output_dir": "/scratch/q69394er/Chronos/code/train_chronos/output_new/Small/2003",
        "tf32": true,
        "torch_compile": true,
        "tokenizer_class": "MeanScaleUniformBins",
        "tokenizer_kwargs": "{'low_limit': -15.0, 'high_limit': 15.0}",
        "n_tokens": 4096,
        "n_special_tokens": 2,
        "pad_token_id": 0,
        "eos_token_id": 1,
        "use_eos_token": true,
        "lr_scheduler_type": "linear",
        "warmup_ratio": 0.0,
        "dataloader_num_workers": 24,
        "max_missing_prop": 0.9,
        "num_samples": 20,
        "temperature": 1.0,
        "top_k": 50,
        "top_p": 1.0,
        "seed": 1234,
        "model_name": "Small_2003"
    },
    "job_info": {
        "cuda_available": true,
        "device_count": 2,
        "device_names": {
            "0": "NVIDIA A100-SXM4-80GB",
            "1": "NVIDIA A100-SXM4-80GB"
        },
        "mem_info": {
            "0": [
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                84974239744
            ],
            "1": [
                84428718080,
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            ]
        },
        "torchelastic_launched": true,
        "world_size": 2,
        "python_version": "3.11.5 (main, Sep 11 2023, 13:54:46) [GCC 11.2.0]",
        "torch_version": "2.2.0+cu121",
        "numpy_version": "1.24.3",
        "gluonts_version": "0.16.0",
        "transformers_version": "4.41.0.dev0",
        "accelerate_version": "0.34.2"
    }
}