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Timestral-209M-LiteRT

Time Series Forecasting
LiteRT
LiteRT
android
on-device
gpu
npu
time-series
forecasting
timestral
Model card Files
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Timestral-209M-LiteRT
File size: 2,069 Bytes
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{
  "model": "Timestral-209M",
  "host_tables": {
    "forecast_query": "forecast_query.f32",
    "rope_cos": "rope_cos.f32",
    "rope_sin": "rope_sin.f32",
    "rope_first_position": -1023
  },
  "graphs": [
    {
      "name": "c2048-h256",
      "file": "timestral-209m-c2048-h256.tflite",
      "context_patches": 64,
      "horizon_patches": 8,
      "rows": 2,
      "mask": -3e4,
      "backends": ["gpu", "npu"]
    },
    {
      "name": "c2048-h1024",
      "file": "timestral-209m-c2048-h1024.tflite",
      "context_patches": 64,
      "horizon_patches": 32,
      "rows": 2,
      "mask": -3e4,
      "backends": ["gpu", "npu"]
    },
    {
      "name": "c8192-h256",
      "file": "timestral-209m-c8192-h256.tflite",
      "context_patches": 256,
      "horizon_patches": 8,
      "rows": 2,
      "mask": -3e4,
      "backends": ["gpu"]
    },
    {
      "name": "c8192-h1024",
      "file": "timestral-209m-c8192-h1024.tflite",
      "context_patches": 256,
      "horizon_patches": 32,
      "rows": 2,
      "mask": -3e4,
      "backends": ["gpu"]
    },
    {
      "name": "c2048-h256-int8",
      "file": "timestral-209m-c2048-h256-int8.tflite",
      "context_patches": 64,
      "horizon_patches": 8,
      "rows": 2,
      "mask": -3e4,
      "backends": ["cpu"]
    },
    {
      "name": "c2048-h1024-int8",
      "file": "timestral-209m-c2048-h1024-int8.tflite",
      "context_patches": 64,
      "horizon_patches": 32,
      "rows": 2,
      "mask": -3e4,
      "backends": ["cpu"]
    },
    {
      "name": "c8192-h256-int8",
      "file": "timestral-209m-c8192-h256-int8.tflite",
      "context_patches": 256,
      "horizon_patches": 8,
      "rows": 2,
      "mask": -3e4,
      "backends": ["cpu"]
    },
    {
      "name": "c8192-h1024-int8",
      "file": "timestral-209m-c8192-h1024-int8.tflite",
      "context_patches": 256,
      "horizon_patches": 32,
      "rows": 2,
      "mask": -3e4,
      "backends": ["cpu"]
    }
  ],
  "backends": {
    "cpu": {"threads": 4},
    "gpu": {"precision": "fp16"},
    "npu": {}
  }
}