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Quantization files (for Moment and LPTM) to create tables for VLDB paper. Should be run with GPU.
CPU results:
LPTM Results (ETTh1, Horizon=192)
Float32 | MSE: 1.04811 | Size: 491.96 MB | Speedup: 1.0x
Float16 | MSE: 1.04811 | Size: 246.00 MB | Speedup: 0.28x
INT8 | MSE: 1.04816 | Size: 209.10 MB | Speedup: 0.44x
MOMENT Results (ETTh1, Horizon=192)
Float32 | MSE: 0.11024 | Size: 1435.86 MB | Speedup: 1.0x
Float16 | MSE: 0.11024 | Size: 717.97 MB | Speedup: 0.17x
INT8 | MSE: 0.11024 | Size: 474.45 MB | Speedup: 0.41x