diff --git a/results/TiRex/Australia_Solar/H/long/config.json b/results/TiRex/Australia_Solar/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..44c333c9dd799a29dc01d34e96d7ed628585f0e8 --- /dev/null +++ b/results/TiRex/Australia_Solar/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/long", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Australia_Solar/H/long/metrics.npz b/results/TiRex/Australia_Solar/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bf11b831ed24d70c2565b92ad75e3a48e7468447 --- /dev/null +++ b/results/TiRex/Australia_Solar/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a362bed8a9c1e4655c968050b34b932b78012aa60ec234b8c14f95d7c7b5dbc +size 4538 diff --git a/results/TiRex/Australia_Solar/H/long/predictions.npz b/results/TiRex/Australia_Solar/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cf2df11b9d58009925f58a890c6b99a76d7a2a27 --- /dev/null +++ b/results/TiRex/Australia_Solar/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c449bbe1ddd54b82e01a52947e286fa64f88193172d03c7658fee82f96f8b806 +size 123621 diff --git a/results/TiRex/Australia_Solar/H/medium/config.json b/results/TiRex/Australia_Solar/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..79b942bc4720767688e6d71b39357a2105837528 --- /dev/null +++ b/results/TiRex/Australia_Solar/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/medium", + "num_series": 1, + "num_windows": 35, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Australia_Solar/H/medium/metrics.npz b/results/TiRex/Australia_Solar/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fff589b38c81f578441055add8ff5df28238510a --- /dev/null +++ b/results/TiRex/Australia_Solar/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac1255b854b0b709f1503cae6bcff1f05dc8154a8229f23df6d7aab373d2cc6b +size 8365 diff --git a/results/TiRex/Australia_Solar/H/medium/predictions.npz b/results/TiRex/Australia_Solar/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..83be80d086abc8b145e91df5930ef239681edae2 --- /dev/null +++ b/results/TiRex/Australia_Solar/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a64831c1c7d1b171c91b694a3ed2a9947a347ea50006981c154fb356538b450d +size 123555 diff --git a/results/TiRex/Australia_Solar/H/short/config.json b/results/TiRex/Australia_Solar/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..39f0d6ed254aabdc457f7e34db01c11273b3a397 --- /dev/null +++ b/results/TiRex/Australia_Solar/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/short", + "num_series": 1, + "num_windows": 105, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Australia_Solar/H/short/metrics.npz b/results/TiRex/Australia_Solar/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fc670de23be97bfefa7fc62a5cd5db2fa9d0acab --- /dev/null +++ b/results/TiRex/Australia_Solar/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b040d8d88fc4758b85221f1156e7299b32c96fdf4392b68c47170d2a5d8f25ee +size 20797 diff --git a/results/TiRex/Australia_Solar/H/short/predictions.npz b/results/TiRex/Australia_Solar/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..93d9177c3fd10c54a0e10eb7cbec3ea50f908499 --- /dev/null +++ b/results/TiRex/Australia_Solar/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07553015f096e1f35ca5ad2d03c66ee086255288021a475618098715739c5338 +size 123243 diff --git a/results/TiRex/Auto_Production_SF/M/short/config.json b/results/TiRex/Auto_Production_SF/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2268c3d7f21278fc93b0f4a7d829a50546148946 --- /dev/null +++ b/results/TiRex/Auto_Production_SF/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Auto_Production_SF/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Auto_Production_SF/M/short/metrics.npz b/results/TiRex/Auto_Production_SF/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..916e0b6b4ad9fb162aef4fc67b30099e6130ac92 --- /dev/null +++ b/results/TiRex/Auto_Production_SF/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c97e66e402ac3008a6097826f793e8fe62423a9552ffe7273b11174985211d4 +size 1826 diff --git a/results/TiRex/Auto_Production_SF/M/short/predictions.npz b/results/TiRex/Auto_Production_SF/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d3264d7130520c0dcbc494b4b9f7d6fe32c2614f --- /dev/null +++ b/results/TiRex/Auto_Production_SF/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f369e0912a7429ef9205cf88d5c8873c1317c324f8bc84320b7c2dcbf8ed76b +size 1320 diff --git a/results/TiRex/CPHL/15T/long/config.json b/results/TiRex/CPHL/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d9edc57265f2f2cc802d885eca690d402d0e8d06 --- /dev/null +++ b/results/TiRex/CPHL/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/long", + "num_series": 2, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/CPHL/15T/long/metrics.npz b/results/TiRex/CPHL/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7e30751c316e1bb47930ac3faaffae4658c4f7fd --- /dev/null +++ b/results/TiRex/CPHL/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96f57ce7280dee0bd95faa72b30b2b06bb6658195dcadf494d2ca29570d27cd5 +size 2172 diff --git a/results/TiRex/CPHL/15T/long/predictions.npz b/results/TiRex/CPHL/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..62a5c0641280352a91b3afd34ac21d5dc4aff17f --- /dev/null +++ b/results/TiRex/CPHL/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a588c4399ae3e36f89f1c6366202001e38471d8778703e7b81f1e3da022ad2ae +size 37975 diff --git a/results/TiRex/CPHL/15T/medium/config.json b/results/TiRex/CPHL/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6b8fcc8f733a68605e528bb63673b91fac0d5b7a --- /dev/null +++ b/results/TiRex/CPHL/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/medium", + "num_series": 2, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/CPHL/15T/medium/metrics.npz b/results/TiRex/CPHL/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5e0eb41ff5460fb5b608a19c59b86f4b10cd8754 --- /dev/null +++ b/results/TiRex/CPHL/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ca84e0ba68abfb8de5371946ddae9921ecd8e003a25d846ad13cd5682c48412 +size 3468 diff --git a/results/TiRex/CPHL/15T/medium/predictions.npz b/results/TiRex/CPHL/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3d7702224e9561977a451752e86deef1437741ad --- /dev/null +++ b/results/TiRex/CPHL/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66eaca7248878aa7e45f81c3055522cce52ab9826c3d7ffb6923b9a68affbee7 +size 38932 diff --git a/results/TiRex/CPHL/15T/short/config.json b/results/TiRex/CPHL/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..21eabc5680856da08aa461de25e75d2439a6f4da --- /dev/null +++ b/results/TiRex/CPHL/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/CPHL/15T/short/metrics.npz b/results/TiRex/CPHL/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f01fa35d491c8aab43c6fbb22f94a4a7fb142fb0 --- /dev/null +++ b/results/TiRex/CPHL/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63cdf26485a97f5e70b4ed6740a4300b906a90a9a46e6d043188c3b4143c83f4 +size 15727 diff --git a/results/TiRex/CPHL/15T/short/predictions.npz b/results/TiRex/CPHL/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f5abb1fe54da5c57ec9f4f750b19d57be2894d17 --- /dev/null +++ b/results/TiRex/CPHL/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:885b90374aa9977ec53c8e2c073af66977664287941cfbcaae172ad76bf51d28 +size 40161 diff --git a/results/TiRex/CPHL/30T/long/config.json b/results/TiRex/CPHL/30T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7d709b199ecc96c9e1fd8e77d4b8ce5e2f5e5efb --- /dev/null +++ b/results/TiRex/CPHL/30T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/long", + "num_series": 2, + "num_windows": 10, + "num_variates": 1, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/CPHL/30T/long/metrics.npz b/results/TiRex/CPHL/30T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e79950c9e9046aad7612e689d4f37f79b694c988 --- /dev/null +++ b/results/TiRex/CPHL/30T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c79e98d80d2abf9b96e16fd64409a590c659e149c2cc9dde2b0e56e2eccb81f +size 2837 diff --git a/results/TiRex/CPHL/30T/long/predictions.npz b/results/TiRex/CPHL/30T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ee1bda1e877d786baea50036e0135b687f1a07e9 --- /dev/null +++ b/results/TiRex/CPHL/30T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:640a51cbed379e984df26079a1ca38c60e91c8ad11deae763c47bb6c3fce72ae +size 40089 diff --git a/results/TiRex/CPHL/30T/medium/config.json b/results/TiRex/CPHL/30T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..216d5bda74d49efc816f5266567c900d96f15b02 --- /dev/null +++ b/results/TiRex/CPHL/30T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/medium", + "num_series": 2, + "num_windows": 30, + "num_variates": 1, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/CPHL/30T/medium/metrics.npz b/results/TiRex/CPHL/30T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6cf39ec91cdc6466153a150e0c100b2b210f9da6 --- /dev/null +++ b/results/TiRex/CPHL/30T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2dc8d07d39f9c3a250f5427c5d287d16f46b7ea143da44165ca58b5567deb0a +size 5461 diff --git a/results/TiRex/CPHL/30T/medium/predictions.npz b/results/TiRex/CPHL/30T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..95a16be36a73178af7fd22cb976d5d3bc52d740f --- /dev/null +++ b/results/TiRex/CPHL/30T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e40749c5a6c1e5479f4bcc90a09111608b8f0a8781b6bb0eebb4e21f7c735456 +size 40560 diff --git a/results/TiRex/CPHL/30T/short/config.json b/results/TiRex/CPHL/30T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..516f43d24b47f6ee9f8ec4b6593a0269036f41f5 --- /dev/null +++ b/results/TiRex/CPHL/30T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/CPHL/30T/short/metrics.npz b/results/TiRex/CPHL/30T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9982e2d4f3960453ee28d66228f74748666f8af5 --- /dev/null +++ b/results/TiRex/CPHL/30T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9198905d2394e6fd9cb50859867f41b8003e4bc7c0d44a7ed551c45a499ecf3 +size 15861 diff --git a/results/TiRex/CPHL/30T/short/predictions.npz b/results/TiRex/CPHL/30T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ea1d11d6df7fd547de4f94d0b868c1f65a39e947 --- /dev/null +++ b/results/TiRex/CPHL/30T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66c9416d96c9afc3f23ba44d6a7941751da16ebc417cbfeed15754d3aa838c3c +size 41469 diff --git a/results/TiRex/CPHL/H/long/config.json b/results/TiRex/CPHL/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..918d564e193b2c40fc00e1a38e806c28997b2801 --- /dev/null +++ b/results/TiRex/CPHL/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/long", + "num_series": 4, + "num_windows": 2, + "num_variates": 1, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/CPHL/H/long/metrics.npz b/results/TiRex/CPHL/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8ba0982eb817e9e4d4e8a39959a6d8c7a11892e3 --- /dev/null +++ b/results/TiRex/CPHL/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a5b52a745057715af4f26117a10f39d92c2467c6882390da008acfb06355ce7 +size 2038 diff --git a/results/TiRex/CPHL/H/long/predictions.npz b/results/TiRex/CPHL/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f21869dc1eccde6204b0a70c5ea28bf28f1abb3a --- /dev/null +++ b/results/TiRex/CPHL/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c269440f433b7cee60026034e3a608efaec4eaf9b0898d99af459282f3de7521 +size 38349 diff --git a/results/TiRex/CPHL/H/medium/config.json b/results/TiRex/CPHL/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d4aa97a2d5ff6b58d40f43bcc8aa8281110f5d61 --- /dev/null +++ b/results/TiRex/CPHL/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/medium", + "num_series": 4, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/CPHL/H/medium/metrics.npz b/results/TiRex/CPHL/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d1a3798da217bb76860ca8169f04de77e2217155 --- /dev/null +++ b/results/TiRex/CPHL/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a96c4c483e942870c659f637f624a038e9038f9f7b0a4e60e3e9e4655fff02d +size 2561 diff --git a/results/TiRex/CPHL/H/medium/predictions.npz b/results/TiRex/CPHL/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..02c7dc364646ca4576d19cfaee08bab1a3996cd2 --- /dev/null +++ b/results/TiRex/CPHL/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8378c09a5022c600c1f4ea53ac61007dae4c4e3dbd27fc56562d6e521ea12744 +size 38609 diff --git a/results/TiRex/CPHL/H/short/config.json b/results/TiRex/CPHL/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f8045d8e298c3418a03dfacfa4d45430d05fdddc --- /dev/null +++ b/results/TiRex/CPHL/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/short", + "num_series": 4, + "num_windows": 28, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/CPHL/H/short/metrics.npz b/results/TiRex/CPHL/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c6d1368229d7e78b676c616d1aa115d62e4f440b --- /dev/null +++ b/results/TiRex/CPHL/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ecf8a5cb8e46495e4dcd018732302faa3aa744ba52d8ffb4dcbfb798f0d687aa +size 8505 diff --git a/results/TiRex/CPHL/H/short/predictions.npz b/results/TiRex/CPHL/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..14f3b7499ee682d0d886a6188d1d8d523d885a16 --- /dev/null +++ b/results/TiRex/CPHL/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c1f171aa6681337bffd60423265b230b120a5be00a15795857b579da7634f00 +size 39397 diff --git a/results/TiRex/Coastal_T_S/15T/long/config.json b/results/TiRex/Coastal_T_S/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..abbb0c05511231cadd3673260c0399a528ca10c5 --- /dev/null +++ b/results/TiRex/Coastal_T_S/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Coastal_T_S/15T/long/metrics.npz b/results/TiRex/Coastal_T_S/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3be1ae53f40dcfc8441e802e69ae668e7d216426 --- /dev/null +++ b/results/TiRex/Coastal_T_S/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f742a7a3ab00391a5c51b40bc4d71929449d451fed628cbdda2d341c4f8f1fe4 +size 6279 diff --git a/results/TiRex/Coastal_T_S/15T/long/predictions.npz b/results/TiRex/Coastal_T_S/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1a90bdf74381fed079bf8d7b543a9d62e53fc07f --- /dev/null +++ b/results/TiRex/Coastal_T_S/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af3b86805450cfbba298531cb98d2b0d951dafb704df86a0a0e165bc5e899e44 +size 107966 diff --git a/results/TiRex/Coastal_T_S/15T/medium/config.json b/results/TiRex/Coastal_T_S/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ba9430266370c9ef4c1fd64fdf7c4c0c216f51ba --- /dev/null +++ b/results/TiRex/Coastal_T_S/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Coastal_T_S/15T/medium/metrics.npz b/results/TiRex/Coastal_T_S/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bb97fc06126b5f11db086da2cb134e45fd862422 --- /dev/null +++ b/results/TiRex/Coastal_T_S/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0dead92420c7e5154738f455dd2d7560142e87d05774361b0266c8c893169994 +size 14842 diff --git a/results/TiRex/Coastal_T_S/15T/medium/predictions.npz b/results/TiRex/Coastal_T_S/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5421475be34285aad7215b8da3091d0727ed1bd6 --- /dev/null +++ b/results/TiRex/Coastal_T_S/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6fa1256ccc92e984666f0855567aaf327eaff9fa2936c3015f69151904029e22 +size 115948 diff --git a/results/TiRex/Coastal_T_S/15T/short/config.json b/results/TiRex/Coastal_T_S/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..638eec4b1001505862800da537b5fcd0a3e83b96 --- /dev/null +++ b/results/TiRex/Coastal_T_S/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Coastal_T_S/15T/short/metrics.npz b/results/TiRex/Coastal_T_S/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..254eedaec02ab3760b5212c548972b0ba076125d --- /dev/null +++ b/results/TiRex/Coastal_T_S/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c3754a21fab4d5de0bf1220039ca82e54eb33abf47f20ea55ac7881731532e3a +size 103008 diff --git a/results/TiRex/Coastal_T_S/15T/short/predictions.npz b/results/TiRex/Coastal_T_S/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cccaac19dbc1faee13d8962e3347cb97945e5f4e --- /dev/null +++ b/results/TiRex/Coastal_T_S/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0caf8c3ed759d92e0d5b22a08653a5757518febadc7d35c085888b7df8ba85eb +size 142881 diff --git a/results/TiRex/Coastal_T_S/20T/long/config.json b/results/TiRex/Coastal_T_S/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e8bf1ba9f7d67588916a2288bdd65a7ae0faead8 --- /dev/null +++ b/results/TiRex/Coastal_T_S/20T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Coastal_T_S/20T/long/metrics.npz b/results/TiRex/Coastal_T_S/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..999b3df4606602499b03a42a70c70be807516e18 --- /dev/null +++ b/results/TiRex/Coastal_T_S/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ab00a52707e31ba01d3e4a69ad57458770b316c80fc90471b306dae1b5668f3 +size 2487 diff --git a/results/TiRex/Coastal_T_S/20T/long/predictions.npz b/results/TiRex/Coastal_T_S/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..77f236a7e256831f5df38f34c4818278c46f80ca --- /dev/null +++ b/results/TiRex/Coastal_T_S/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86607244ea8dcc486557003c0f9472a362f77862dec7f3d62f7d5e13ce9fc675 +size 18211 diff --git a/results/TiRex/Coastal_T_S/20T/medium/config.json b/results/TiRex/Coastal_T_S/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c0d7b342443cec71a96d0eacbd0873dc4b67d639 --- /dev/null +++ b/results/TiRex/Coastal_T_S/20T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Coastal_T_S/20T/medium/metrics.npz b/results/TiRex/Coastal_T_S/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..55884d46d57b5a4fbdc216cef8512697f43b833f --- /dev/null +++ b/results/TiRex/Coastal_T_S/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc60aa432fa31d040c247a2827eb1fbfa892b535599d3b5d6035e18192568918 +size 4357 diff --git a/results/TiRex/Coastal_T_S/20T/medium/predictions.npz b/results/TiRex/Coastal_T_S/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9d3a98d89746e93d706bde02274c3d31e4527257 --- /dev/null +++ b/results/TiRex/Coastal_T_S/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f20422a89c2c86c55e14ce4a3b82abc48862b5821fe5ec61a0066665afa5bb7 +size 18577 diff --git a/results/TiRex/Coastal_T_S/20T/short/config.json b/results/TiRex/Coastal_T_S/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a36fa30a62d32dac69659a8663f1ce3ebc7ece41 --- /dev/null +++ b/results/TiRex/Coastal_T_S/20T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Coastal_T_S/20T/short/metrics.npz b/results/TiRex/Coastal_T_S/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b6e7fece001235e2e60de4614efc9f5e73bc3f1f --- /dev/null +++ b/results/TiRex/Coastal_T_S/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20aa945774e46cbb529b5ecadbe8e76a57a28874407660063176f0a47cc46662 +size 21843 diff --git a/results/TiRex/Coastal_T_S/20T/short/predictions.npz b/results/TiRex/Coastal_T_S/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..31e2be05f57c906c06a769bba91c985ec40a61f7 --- /dev/null +++ b/results/TiRex/Coastal_T_S/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:009839c280857868d892090fb523856d834a9ac0de1693757f0198f0efaa5637 +size 16624 diff --git a/results/TiRex/Coastal_T_S/5T/long/config.json b/results/TiRex/Coastal_T_S/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..998234ef7e19207b4cbba8ec81edbe9ce89dca47 --- /dev/null +++ b/results/TiRex/Coastal_T_S/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/long", + "num_series": 18, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Coastal_T_S/5T/long/metrics.npz b/results/TiRex/Coastal_T_S/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2296d5ff30b2439e1d31ed3dd9aa84adebad9954 --- /dev/null +++ b/results/TiRex/Coastal_T_S/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98dfe8837d27f894dd7f37774426ff7427795e0c7f9c2b7be7febf97377a46ff +size 17741 diff --git a/results/TiRex/Coastal_T_S/5T/long/predictions.npz b/results/TiRex/Coastal_T_S/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6a76396197ed42516a2cc3108a683f883b18c106 --- /dev/null +++ b/results/TiRex/Coastal_T_S/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28131f7834b28edaa288a53d9108116d14618dfd677c252393083a95811254d2 +size 1017422 diff --git a/results/TiRex/Coastal_T_S/5T/medium/config.json b/results/TiRex/Coastal_T_S/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ea871163dc56e4804b7a65a6dd364e4412659d19 --- /dev/null +++ b/results/TiRex/Coastal_T_S/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/medium", + "num_series": 18, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Coastal_T_S/5T/medium/metrics.npz b/results/TiRex/Coastal_T_S/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..46df55903cef2dc27acb815d5ceb9b708e9e842c --- /dev/null +++ b/results/TiRex/Coastal_T_S/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee1e50d7a49de9208723331789ea3d0593a99400fc32301dd74e899c277cc8ce +size 48499 diff --git a/results/TiRex/Coastal_T_S/5T/medium/predictions.npz b/results/TiRex/Coastal_T_S/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..201e767779ad27800a3d1a8a7790a2fbe0e06603 --- /dev/null +++ b/results/TiRex/Coastal_T_S/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c9e8b5906e7a9c6c14a590dae22b3b63c01ebeb5773463a335cad713c9aeed04 +size 1046538 diff --git a/results/TiRex/Coastal_T_S/5T/short/config.json b/results/TiRex/Coastal_T_S/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0393e146cfbe3ab697f9d70fc7afbac6a25f918d --- /dev/null +++ b/results/TiRex/Coastal_T_S/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/short", + "num_series": 18, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Coastal_T_S/5T/short/metrics.npz b/results/TiRex/Coastal_T_S/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..19b7985322d7b25fee9e90efd1909e9ec36d1cb1 --- /dev/null +++ b/results/TiRex/Coastal_T_S/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:297f283bfd92002c4b03f351336f781e3fa8a495de9e2250a7496436b8be315f +size 368131 diff --git a/results/TiRex/Coastal_T_S/5T/short/predictions.npz b/results/TiRex/Coastal_T_S/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..02bc197c0949f69a61fa7524b074f3290731c936 --- /dev/null +++ b/results/TiRex/Coastal_T_S/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13f6467ed0cf508d108def34ca05455df597505f87fce7ff06164ef5f8760c3c +size 1169890 diff --git a/results/TiRex/Coastal_T_S/H/long/config.json b/results/TiRex/Coastal_T_S/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1dbe65f3dd7fd60a342d2efae5959a38d8b2c3d3 --- /dev/null +++ b/results/TiRex/Coastal_T_S/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/long", + "num_series": 24, + "num_windows": 2, + "num_variates": 3, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Coastal_T_S/H/long/metrics.npz b/results/TiRex/Coastal_T_S/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..32fc376597a11dd7b8cb771736b2450b6b29c270 --- /dev/null +++ b/results/TiRex/Coastal_T_S/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04652bbfc5ccaf5a70819d40831e6c5cf2034af6af82d60161948a966f3e1de2 +size 10411 diff --git a/results/TiRex/Coastal_T_S/H/long/predictions.npz b/results/TiRex/Coastal_T_S/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..75c5456ca5b22434c5cf456d42fde6f9e72ba25d --- /dev/null +++ b/results/TiRex/Coastal_T_S/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ca012441ceec12c57263e585844e53738a1c5ec2a522eb348c9802f7c2135db +size 292380 diff --git a/results/TiRex/Coastal_T_S/H/medium/config.json b/results/TiRex/Coastal_T_S/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fe21c7762aae71b9a5ebe1262ebf126d45205da5 --- /dev/null +++ b/results/TiRex/Coastal_T_S/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/medium", + "num_series": 24, + "num_windows": 4, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Coastal_T_S/H/medium/metrics.npz b/results/TiRex/Coastal_T_S/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3d8e7332bd2bdf6a32039a02a9e2404e86e95475 --- /dev/null +++ b/results/TiRex/Coastal_T_S/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90ebb77a3fdcf0fd4980bec9d752bf0dbc6f52d583357dd02adbfe94c4ed5173 +size 18635 diff --git a/results/TiRex/Coastal_T_S/H/medium/predictions.npz b/results/TiRex/Coastal_T_S/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c618dfa6a617511b29c779e0c562ec33ccb13ac5 --- /dev/null +++ b/results/TiRex/Coastal_T_S/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11121697ae55fcf2c011adb373c32ee13f86ccbad2995ce47b72232e5ad43c46 +size 311689 diff --git a/results/TiRex/Coastal_T_S/H/short/config.json b/results/TiRex/Coastal_T_S/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4ca11d09f33b4bb98ce41c56a313a82e98cb34df --- /dev/null +++ b/results/TiRex/Coastal_T_S/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/short", + "num_series": 24, + "num_windows": 28, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Coastal_T_S/H/short/metrics.npz b/results/TiRex/Coastal_T_S/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bec0f7f9b08e0fbecad3a4e946d91ff64524ebe8 --- /dev/null +++ b/results/TiRex/Coastal_T_S/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1aa2d6b054d74a625ede512820a94f75ea8efded033773e66d8b22759650b266 +size 115188 diff --git a/results/TiRex/Coastal_T_S/H/short/predictions.npz b/results/TiRex/Coastal_T_S/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..137125701274b285130cae010adad96bccc81169 --- /dev/null +++ b/results/TiRex/Coastal_T_S/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:158b5a92a06ef7e365493ebc69e2fdb80a45c1cc2724d6e0ecf7dc0bddd3f37b +size 340747 diff --git a/results/TiRex/Commodity_Import/M/short/config.json b/results/TiRex/Commodity_Import/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..938d99329197789d5e55d5217c3a3dcbcbcece85 --- /dev/null +++ b/results/TiRex/Commodity_Import/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Commodity_Import/M/short", + "num_series": 8, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Commodity_Import/M/short/metrics.npz b/results/TiRex/Commodity_Import/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..116ef6aa5f91282b2fab3d35edac9894b739d26b --- /dev/null +++ b/results/TiRex/Commodity_Import/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9effd949faf1b7e53d1a3b8a0f9fead0b30728e03c6ad2f955cc00551a5fc2d3 +size 4091 diff --git a/results/TiRex/Commodity_Import/M/short/predictions.npz b/results/TiRex/Commodity_Import/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9ad15e0109b37ac528e444ee9300e4f241d81658 --- /dev/null +++ b/results/TiRex/Commodity_Import/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9698474b5a99f7a003bc356cdaf611b9fbf84d83b300660ea1a9add7b0f2ca4 +size 7887 diff --git a/results/TiRex/Commodity_Production/M/short/config.json b/results/TiRex/Commodity_Production/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..656960e3db55056ba6f8a9e890080cabb5399837 --- /dev/null +++ b/results/TiRex/Commodity_Production/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Commodity_Production/M/short", + "num_series": 32, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Commodity_Production/M/short/metrics.npz b/results/TiRex/Commodity_Production/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4dcf3066409f672b1f2a60a36e4945c54797b1b4 --- /dev/null +++ b/results/TiRex/Commodity_Production/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5efddca039779be20e379f0ffe980af2c82da37e789e26ea833f7f5da9a02b0 +size 11177 diff --git a/results/TiRex/Commodity_Production/M/short/predictions.npz b/results/TiRex/Commodity_Production/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cd5e9bbf7c2df15cea5375178147c20db8916a28 --- /dev/null +++ b/results/TiRex/Commodity_Production/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39ac8e0f201925152da0c0893aa4f4c4ed246f7e937a5b0b3123f1c36bba9ac5 +size 29883 diff --git a/results/TiRex/Crypto/D/short/config.json b/results/TiRex/Crypto/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0f6ee669b558ca1cd849164795a7bff4fc44a3db --- /dev/null +++ b/results/TiRex/Crypto/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Crypto/D/short", + "num_series": 1, + "num_windows": 9, + "num_variates": 4, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Crypto/D/short/metrics.npz b/results/TiRex/Crypto/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3975d2dcb6621c47c9ae1582292a561352e52128 --- /dev/null +++ b/results/TiRex/Crypto/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d3e40be03ba4123f19311f33838c1cdffdacaaa053e32524b40edb3b7f465d3 +size 3849 diff --git a/results/TiRex/Crypto/D/short/predictions.npz b/results/TiRex/Crypto/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..294a2f244d50e98ee9ef2d3600789a29bdb812ac --- /dev/null +++ b/results/TiRex/Crypto/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c90d3f17ef4583309c974cdb6c5a04a2853dde9031b32b0b0eaa9dc4ad441b12 +size 15050 diff --git a/results/TiRex/ECDC_COVID/D/short/config.json b/results/TiRex/ECDC_COVID/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5067f43cd79a0265366f3252e85d72d1a640482d --- /dev/null +++ b/results/TiRex/ECDC_COVID/D/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "ECDC_COVID/D/short", + "num_series": 9, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/ECDC_COVID/D/short/metrics.npz b/results/TiRex/ECDC_COVID/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..525a695c02b95e6d00a2d2d0e5ad1de066f10ab3 --- /dev/null +++ b/results/TiRex/ECDC_COVID/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b2531db7c9d2ec9fbc28a9c2fb6129a760721501a18070cf88eef590a2e4c38 +size 4445 diff --git a/results/TiRex/ECDC_COVID/D/short/predictions.npz b/results/TiRex/ECDC_COVID/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7f6e33ac436a89e2c188981c451076ac559f2e3f --- /dev/null +++ b/results/TiRex/ECDC_COVID/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e2219d98c9994fb41c45f2f53abcd5d79eccac7499096cee09524740ca516a4 +size 21043 diff --git a/results/TiRex/ECDC_COVID/W/short/config.json b/results/TiRex/ECDC_COVID/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5e80a5ae72de4a8f738ec7124a9ffd5267947d4a --- /dev/null +++ b/results/TiRex/ECDC_COVID/W/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "ECDC_COVID/W/short", + "num_series": 16, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/ECDC_COVID/W/short/metrics.npz b/results/TiRex/ECDC_COVID/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..419cc01debf703126386dc0d17e22a34e4911b5e --- /dev/null +++ b/results/TiRex/ECDC_COVID/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1854fd18d207f45240fa391b83ce76949812e79f9f9643df5952df94ac518e83 +size 5689 diff --git a/results/TiRex/ECDC_COVID/W/short/predictions.npz b/results/TiRex/ECDC_COVID/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9b87c6f21ad69cb121c2cadaf4c7d0530f6f6ca1 --- /dev/null +++ b/results/TiRex/ECDC_COVID/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:599a6f1d6e8dac0452d49edd859f0bd91f8e8f9421e423fc1bf512c0eccde407 +size 14486 diff --git a/results/TiRex/EWELD_Load/15T/long/config.json b/results/TiRex/EWELD_Load/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4cca5921775dccb330569288733dee60ff17fc47 --- /dev/null +++ b/results/TiRex/EWELD_Load/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/long", + "num_series": 1, + "num_windows": 2, + "num_variates": 10, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/EWELD_Load/15T/long/metrics.npz b/results/TiRex/EWELD_Load/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1107cadbe3efd6c78c137811478e3a2b71d8fc4b --- /dev/null +++ b/results/TiRex/EWELD_Load/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7deca3abe51949dac328da206b2707bca41abd0334a8f5201214a8094dc5095c +size 2847 diff --git a/results/TiRex/EWELD_Load/15T/long/predictions.npz b/results/TiRex/EWELD_Load/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ee1773df28e64efc1ea5da39665a7c1168f770dc --- /dev/null +++ b/results/TiRex/EWELD_Load/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:263554686aa49b60ba2efd40ded22c079b49650f00f9055f1eda3933c439a40a +size 203306 diff --git a/results/TiRex/EWELD_Load/15T/medium/config.json b/results/TiRex/EWELD_Load/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b900240d9ef40121300d19360f8108a71456576d --- /dev/null +++ b/results/TiRex/EWELD_Load/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/medium", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/EWELD_Load/15T/medium/metrics.npz b/results/TiRex/EWELD_Load/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0271c7df2b49bdb37fc3350cf7436cd022503dae --- /dev/null +++ b/results/TiRex/EWELD_Load/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9cb8b7a975a9f6eecc76dd5011a8425aa031b3b1fd77e04ee8660b46bffb505 +size 10213 diff --git a/results/TiRex/EWELD_Load/15T/medium/predictions.npz b/results/TiRex/EWELD_Load/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..74edfdf8003a9a3cfa69884e554ae9c3aa1be85c --- /dev/null +++ b/results/TiRex/EWELD_Load/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d61141f36fd160641ca4bfc33d4381102742024aaa7021dcddf68d2461cb3c6 +size 209094 diff --git a/results/TiRex/EWELD_Load/15T/short/config.json b/results/TiRex/EWELD_Load/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3d6db7725db695d959f3aa0e23a9fefaa29f6250 --- /dev/null +++ b/results/TiRex/EWELD_Load/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/short", + "num_series": 1, + "num_windows": 56, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/EWELD_Load/15T/short/metrics.npz b/results/TiRex/EWELD_Load/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fa054776fd1082e88cc2a8e4b4e2e2b6eaee5895 --- /dev/null +++ b/results/TiRex/EWELD_Load/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e7517beea27c57e9e9a2b2bc14892e6acdee84977c84d653415e7fccb17b5ec +size 34483 diff --git a/results/TiRex/EWELD_Load/15T/short/predictions.npz b/results/TiRex/EWELD_Load/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..464196fb6c3719e2b535e1c2d84215d881247d9e --- /dev/null +++ b/results/TiRex/EWELD_Load/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1d717b4dba94909c7e6554e693a6654473554d067d44c1a438c6171bcafcd8e +size 209883 diff --git a/results/TiRex/Finland_Traffic/15T/long/config.json b/results/TiRex/Finland_Traffic/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7b4f37d908d102fe951c54a49e93afe52db619c9 --- /dev/null +++ b/results/TiRex/Finland_Traffic/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Finland_Traffic/15T/long/metrics.npz b/results/TiRex/Finland_Traffic/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f4e2fb11a7e4b4fa0f9747a1fd11e914f93b9ce9 --- /dev/null +++ b/results/TiRex/Finland_Traffic/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a60514a1ebbce778208c58b0b8f6c3a9bcda520149cb303f75db6ecedfa6bc95 +size 1767 diff --git a/results/TiRex/Finland_Traffic/15T/long/predictions.npz b/results/TiRex/Finland_Traffic/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a9a66a230383eb67a7243ed60d2552c81e18b035 --- /dev/null +++ b/results/TiRex/Finland_Traffic/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:efcb57b27fb58a01473c665f3b903d7dfb1c2a9698ec52667469d3d3931670bb +size 41438 diff --git a/results/TiRex/Finland_Traffic/15T/medium/config.json b/results/TiRex/Finland_Traffic/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..faa00b77e20f4371e00002634efd7b206a72005b --- /dev/null +++ b/results/TiRex/Finland_Traffic/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/medium", + "num_series": 1, + "num_windows": 31, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Finland_Traffic/15T/medium/metrics.npz b/results/TiRex/Finland_Traffic/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ac4268c251cc87ac7c0cac3bde0990e667a55652 --- /dev/null +++ b/results/TiRex/Finland_Traffic/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4db01c7069353348bb878e86574362413d83194de1b6953b940bd880325d189c +size 3514 diff --git a/results/TiRex/Finland_Traffic/15T/medium/predictions.npz b/results/TiRex/Finland_Traffic/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0e4f24ae59b0931785a623d8d865d48cdd765c4e --- /dev/null +++ b/results/TiRex/Finland_Traffic/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5fe79c5ad8728c0658ddfd63cb3dda86811fd11ab150aa9a2d16697ed3b3c7c4 +size 46142 diff --git a/results/TiRex/Finland_Traffic/15T/short/config.json b/results/TiRex/Finland_Traffic/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6aa1f2d561950504602c4104100d4e340ba02cdf --- /dev/null +++ b/results/TiRex/Finland_Traffic/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/short", + "num_series": 1, + "num_windows": 186, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Finland_Traffic/15T/short/metrics.npz b/results/TiRex/Finland_Traffic/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..293129c43231db34e391d9fd2fa4b9efb1ed4ad0 --- /dev/null +++ b/results/TiRex/Finland_Traffic/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:189e25918c4a6bfe6d3ef420af481b96b8db988124e47e3a87df6ff89de68888 +size 12651 diff --git a/results/TiRex/Finland_Traffic/15T/short/predictions.npz b/results/TiRex/Finland_Traffic/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..850bc729a933141754a139583da1bbf03ca50b14 --- /dev/null +++ b/results/TiRex/Finland_Traffic/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:201cfe7238d9a77ab64b3950e2427261eda61e8f2bd4a546d81fa895db773739 +size 46329 diff --git a/results/TiRex/Global_Influenza/W/short/config.json b/results/TiRex/Global_Influenza/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5156479a9a73a89fa99251058f8aeaface3f04bf --- /dev/null +++ b/results/TiRex/Global_Influenza/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Global_Influenza/W/short", + "num_series": 15, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Global_Influenza/W/short/metrics.npz b/results/TiRex/Global_Influenza/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2dd2436804b88e2d11a4764cdced5968e6e2306b --- /dev/null +++ b/results/TiRex/Global_Influenza/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ad0f68d4570a8e3339a44121c5d372ee6e91c76c2d3b73031c6c31c88afc912 +size 15845 diff --git a/results/TiRex/Global_Influenza/W/short/predictions.npz b/results/TiRex/Global_Influenza/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8eba8ee8494e5b0a13b9106a3fc73dbd60aabe4e --- /dev/null +++ b/results/TiRex/Global_Influenza/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:300ff15f8dddd34e7a3730a4ebf5633381a7ca95380b233efa7e584e8fdb2aa7 +size 51935 diff --git a/results/TiRex/Global_Price/Q/short/config.json b/results/TiRex/Global_Price/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7dc67ee1eee0c8a384436a9c1bcc3e2d62895717 --- /dev/null +++ b/results/TiRex/Global_Price/Q/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Global_Price/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 60, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Global_Price/Q/short/metrics.npz b/results/TiRex/Global_Price/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..eae52eee068d9760977608e61214780def4260df --- /dev/null +++ b/results/TiRex/Global_Price/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99d565b4269083b59f315f6652ca3dbf23f355f76737d80e47e11a4bda448d4d +size 19130 diff --git a/results/TiRex/Global_Price/Q/short/predictions.npz b/results/TiRex/Global_Price/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f70fe8c4feebcde8a0d0594e822616d2b5d0a247 --- /dev/null +++ b/results/TiRex/Global_Price/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f6b83d8cdf17cda2f81e315351a18f37311bf283251c170e1f7204c3a195a89 +size 20182 diff --git a/results/TiRex/Housing_Inventory/M/short/config.json b/results/TiRex/Housing_Inventory/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2b289fa57f677690e5ee315d6fdf7b12c1f5f61e --- /dev/null +++ b/results/TiRex/Housing_Inventory/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Housing_Inventory/M/short", + "num_series": 1, + "num_windows": 3, + "num_variates": 4, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Housing_Inventory/M/short/metrics.npz b/results/TiRex/Housing_Inventory/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8166fef254b9b645a5aacea2835e63cde1b71d66 --- /dev/null +++ b/results/TiRex/Housing_Inventory/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:126ce0162a6c3f26de0ebc3a72d5119f28f42d7a13c0a528e1b7f1e3e7ee1891 +size 2271 diff --git a/results/TiRex/Housing_Inventory/M/short/predictions.npz b/results/TiRex/Housing_Inventory/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f14326d636100711140366b21185133296b1773f --- /dev/null +++ b/results/TiRex/Housing_Inventory/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5399082da02eb486521c3c2eced660f4d46bcf10c64c88c465db78e00f4fcd6e +size 2673 diff --git a/results/TiRex/JOLTS/M/short/config.json b/results/TiRex/JOLTS/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..aa4b7b9f6b3bded688f15b5c5872ada33844b112 --- /dev/null +++ b/results/TiRex/JOLTS/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "JOLTS/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/JOLTS/M/short/metrics.npz b/results/TiRex/JOLTS/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..83729d127cd911ffea2417e7189d2ee85d964517 --- /dev/null +++ b/results/TiRex/JOLTS/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e58685960072f503cb609f15f2d47cb14edc7e8a19462c2278155b530b4fa6ed +size 3436 diff --git a/results/TiRex/JOLTS/M/short/predictions.npz b/results/TiRex/JOLTS/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..963b4b3a758be05544b2c69098b36e6bf5e7db95 --- /dev/null +++ b/results/TiRex/JOLTS/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c45256e23099dc59a09c4e62802408d22737c70bbfe71adae6ef76fca3e73b98 +size 5990 diff --git a/results/TiRex/Job_Claims/W/short/config.json b/results/TiRex/Job_Claims/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d8476854c4921b0e0339d4571162fd0f8e0e62dd --- /dev/null +++ b/results/TiRex/Job_Claims/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Job_Claims/W/short", + "num_series": 1, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Job_Claims/W/short/metrics.npz b/results/TiRex/Job_Claims/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..94f4164ac43ad0d92689d62d7b4946aef2cd0b01 --- /dev/null +++ b/results/TiRex/Job_Claims/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f09235917f4fef312d82bd47ce37f77ba4a3e1e85b8c1aab806592d37c5b1b2f +size 2026 diff --git a/results/TiRex/Job_Claims/W/short/predictions.npz b/results/TiRex/Job_Claims/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1ed32f2aa44f2d797ec31171bccdbd5c8d2588e0 --- /dev/null +++ b/results/TiRex/Job_Claims/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d91ac200d04b05a78701bd7adea5ed21e7eb3da19858636a3529c861377ce46 +size 1688 diff --git a/results/TiRex/MetroPT-3/5T/long/config.json b/results/TiRex/MetroPT-3/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..97740318300c755af1764f0a3d181d452a4b3591 --- /dev/null +++ b/results/TiRex/MetroPT-3/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/long", + "num_series": 1, + "num_windows": 3, + "num_variates": 6, + "prediction_length": 576, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/MetroPT-3/5T/long/metrics.npz b/results/TiRex/MetroPT-3/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..de2adf3c5aeef008a9f19ccb6d5c54871935fcac --- /dev/null +++ b/results/TiRex/MetroPT-3/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:500f58a55635a7e73fc89d83b4c2ddd1d666d45a6a2139d1976ec47bb993d42f +size 2708 diff --git a/results/TiRex/MetroPT-3/5T/long/predictions.npz b/results/TiRex/MetroPT-3/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3f060296e02f3ef5cb7c100a1a0b8891e5148340 --- /dev/null +++ b/results/TiRex/MetroPT-3/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3bcf888e3f1aed8fa99a2f70f25b4fba0a96e05e676d747e04fd8c72a9efb775 +size 116722 diff --git a/results/TiRex/MetroPT-3/5T/medium/config.json b/results/TiRex/MetroPT-3/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b723279edf9d0413b32002018d92dd9ecc7f5dd7 --- /dev/null +++ b/results/TiRex/MetroPT-3/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/medium", + "num_series": 1, + "num_windows": 6, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/MetroPT-3/5T/medium/metrics.npz b/results/TiRex/MetroPT-3/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..08d7576871673f041112188c4c25aee44175b6f4 --- /dev/null +++ b/results/TiRex/MetroPT-3/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de445eee7204c2b11876c976402db6374e9ad083dd294fae8ca74f1d33ae0834 +size 3908 diff --git a/results/TiRex/MetroPT-3/5T/medium/predictions.npz b/results/TiRex/MetroPT-3/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a10a00f8e604cc29c2dcea2876f350354474b481 --- /dev/null +++ b/results/TiRex/MetroPT-3/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a55c9967276c0e29752085bfdc7ff1782b52372affb0c2d22ce71dc28d5d3d5 +size 122798 diff --git a/results/TiRex/MetroPT-3/5T/short/config.json b/results/TiRex/MetroPT-3/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c415e8a64c044bd49f315503314507d450c341d2 --- /dev/null +++ b/results/TiRex/MetroPT-3/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/short", + "num_series": 1, + "num_windows": 36, + "num_variates": 6, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/MetroPT-3/5T/short/metrics.npz b/results/TiRex/MetroPT-3/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8011e13a31f77f6129ccee7dd2f549f6d44d03bf --- /dev/null +++ b/results/TiRex/MetroPT-3/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11fa6d3f2eb940510483f7761bef8a15a33b3f4416457184c88727a65f37730a +size 14398 diff --git a/results/TiRex/MetroPT-3/5T/short/predictions.npz b/results/TiRex/MetroPT-3/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3c54c691537a15ba4e502a6fafe7cf327bf63cbd --- /dev/null +++ b/results/TiRex/MetroPT-3/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f54ff3806d21095ca691f230d5797c3c462f23676f1ccfa0c5072b8c22f3383 +size 138791 diff --git a/results/TiRex/NE_China_Wind/H/long/config.json b/results/TiRex/NE_China_Wind/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4bd2b03ade41de9a3694be8d8e36adddf59ca318 --- /dev/null +++ b/results/TiRex/NE_China_Wind/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/NE_China_Wind/H/long/metrics.npz b/results/TiRex/NE_China_Wind/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..760209d51b4821be50a329e92fed0d1597722571 --- /dev/null +++ b/results/TiRex/NE_China_Wind/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:144830547caa24cd9d60b5ba83cacebbdb60c3685ef2e4706de17f0fa5c06fd1 +size 2560 diff --git a/results/TiRex/NE_China_Wind/H/long/predictions.npz b/results/TiRex/NE_China_Wind/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4df4b442ad0dd4be50e4395134436c7411594561 --- /dev/null +++ b/results/TiRex/NE_China_Wind/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9bce73d7239b0ecc71687c1a81e2acf414796b0fc65d36f65da870b931c57de6 +size 42055 diff --git a/results/TiRex/NE_China_Wind/H/medium/config.json b/results/TiRex/NE_China_Wind/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2efbbefe193cd0172fa8357eff3c67f70147f2a2 --- /dev/null +++ b/results/TiRex/NE_China_Wind/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/medium", + "num_series": 1, + "num_windows": 10, + "num_variates": 4, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/NE_China_Wind/H/medium/metrics.npz b/results/TiRex/NE_China_Wind/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2ddb8d855385e18577348352354999fd4d634e42 --- /dev/null +++ b/results/TiRex/NE_China_Wind/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:738bb57bd922af1489b304f731d1ea17c8b313c4afc70897c83f293c5ef4a1a6 +size 4144 diff --git a/results/TiRex/NE_China_Wind/H/medium/predictions.npz b/results/TiRex/NE_China_Wind/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b76c9a00b55f9c096d121396827caba9798be836 --- /dev/null +++ b/results/TiRex/NE_China_Wind/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:846c9811e9ebdbc32763bbb6fe978686d4aa726781f17b8659390f0efab8b9da +size 45878 diff --git a/results/TiRex/NE_China_Wind/H/short/config.json b/results/TiRex/NE_China_Wind/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ed027789396614da9a9e9413b728bf399703504e --- /dev/null +++ b/results/TiRex/NE_China_Wind/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/short", + "num_series": 1, + "num_windows": 30, + "num_variates": 4, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/NE_China_Wind/H/short/metrics.npz b/results/TiRex/NE_China_Wind/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c16d49be509463d7822451c853582572238618ec --- /dev/null +++ b/results/TiRex/NE_China_Wind/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66db04ad2f09452af9c178fb9836a2da770c0a42553bc3ccc34c4b29e681cde0 +size 8955 diff --git a/results/TiRex/NE_China_Wind/H/short/predictions.npz b/results/TiRex/NE_China_Wind/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d0aac900f3fac6cebf689ba41f031f86266ac018 --- /dev/null +++ b/results/TiRex/NE_China_Wind/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee432ab456f3f5d331dd4219de067c6905c19d679de47abb9b7d03657558b797 +size 45696 diff --git a/results/TiRex/Oil_Price/B/short/config.json b/results/TiRex/Oil_Price/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..be5e8b6517c510fcd0ffdd042e0248e9af944b45 --- /dev/null +++ b/results/TiRex/Oil_Price/B/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Oil_Price/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 12, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Oil_Price/B/short/metrics.npz b/results/TiRex/Oil_Price/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..eed5ebc58c3a6a16ed0d343a324852c30fe6665c --- /dev/null +++ b/results/TiRex/Oil_Price/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b693378b9a52ed884d3645e094bbc6d43bf5b471caa0fb31b3bc5ee138c73a3 +size 26229 diff --git a/results/TiRex/Oil_Price/B/short/predictions.npz b/results/TiRex/Oil_Price/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cf3ff9582c9af72e3f3ad3cd10bf76825cf6b214 --- /dev/null +++ b/results/TiRex/Oil_Price/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88a238db54dd56c27aad7fc124758f3099ddfb0f4173ab8c71ac82b2edd3b0b8 +size 93793 diff --git a/results/TiRex/Online_Retail_2_UCI/D/short/config.json b/results/TiRex/Online_Retail_2_UCI/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0719008cda0cf1c68b84b8c55cf08dcbfa238a9f --- /dev/null +++ b/results/TiRex/Online_Retail_2_UCI/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Online_Retail_2_UCI/D/short", + "num_series": 1, + "num_windows": 6, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Online_Retail_2_UCI/D/short/metrics.npz b/results/TiRex/Online_Retail_2_UCI/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cbef827b65d89c0c717dd14852fa9dcf1e6be920 --- /dev/null +++ b/results/TiRex/Online_Retail_2_UCI/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be604baa508ac28e1ac2ca326d99421125f18dec6bf04a60e018fc48c5b33f37 +size 1902 diff --git a/results/TiRex/Online_Retail_2_UCI/D/short/predictions.npz b/results/TiRex/Online_Retail_2_UCI/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b4bdd379a8be794cc0eb4317e706a36e2049df59 --- /dev/null +++ b/results/TiRex/Online_Retail_2_UCI/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7cb572bcb3b31c9077f75fd8b939aa51dc3f2cb88ea4fbc5f28fd3384e1582a +size 3365 diff --git a/results/TiRex/OpenElectricity_NEM/5T/long/config.json b/results/TiRex/OpenElectricity_NEM/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0b9bc32f7a5648e9e1f7d5cb5b3e6ff0701cbf96 --- /dev/null +++ b/results/TiRex/OpenElectricity_NEM/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/long", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/OpenElectricity_NEM/5T/long/metrics.npz b/results/TiRex/OpenElectricity_NEM/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c58e938f422e2412267a6def7287a3faef42d159 --- /dev/null +++ b/results/TiRex/OpenElectricity_NEM/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b29a4db04c452cf21f018d98d82ae16b917178fefc9ece04e2a977338d1ef28d +size 10234 diff --git a/results/TiRex/OpenElectricity_NEM/5T/long/predictions.npz b/results/TiRex/OpenElectricity_NEM/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bde4476b6c3602ef45bdd0796de50ad0a17ebdbb --- /dev/null +++ b/results/TiRex/OpenElectricity_NEM/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:755bed7a878a36574d840d7efadac35d1a74bfa0d1dc4e3f80e975ef9775bca0 +size 577691 diff --git a/results/TiRex/OpenElectricity_NEM/5T/medium/config.json b/results/TiRex/OpenElectricity_NEM/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..64ec1212911fd441d38823833ca8771f8a740d7a --- /dev/null +++ b/results/TiRex/OpenElectricity_NEM/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/medium", + "num_series": 1, + "num_windows": 42, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/OpenElectricity_NEM/5T/medium/metrics.npz b/results/TiRex/OpenElectricity_NEM/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6fd91a467459bd03a57ad5c1b6f6eaa581e6800b --- /dev/null +++ b/results/TiRex/OpenElectricity_NEM/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1cd283afb13d51e0cfc14ccc7be4ca512c1bfaa524b1027fd7f79628e299fa3 +size 26318 diff --git a/results/TiRex/OpenElectricity_NEM/5T/medium/predictions.npz b/results/TiRex/OpenElectricity_NEM/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e49408aa8b8e24fc39bb41dc5ef559098ed60bc6 --- /dev/null +++ b/results/TiRex/OpenElectricity_NEM/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99d0118e5def7e784039ec2ec2f4b081d9b2a721567ecf8298ee8ea72d53ba80 +size 570386 diff --git a/results/TiRex/OpenElectricity_NEM/5T/short/config.json b/results/TiRex/OpenElectricity_NEM/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d46ae00e1cecf1da09e6827fbf4d28e108ebe09a --- /dev/null +++ b/results/TiRex/OpenElectricity_NEM/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/short", + "num_series": 1, + "num_windows": 168, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/OpenElectricity_NEM/5T/short/metrics.npz b/results/TiRex/OpenElectricity_NEM/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..915461f578e3dfae29b01f72f1948043b14a707b --- /dev/null +++ b/results/TiRex/OpenElectricity_NEM/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af0360b33d96890de132b75267adcb8d7ec0785ecb44e7a803ccd69e46f26a49 +size 98314 diff --git a/results/TiRex/OpenElectricity_NEM/5T/short/predictions.npz b/results/TiRex/OpenElectricity_NEM/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ff61038f04bc7026b95504b658a9bb030fedc82f --- /dev/null +++ b/results/TiRex/OpenElectricity_NEM/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec8564329d6f8726c26127dc3954df46f300b239c65c3874e2006ce49c60bb55 +size 565095 diff --git a/results/TiRex/Port_Activity/D/short/config.json b/results/TiRex/Port_Activity/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a2df5e00a814a6bd14caf8fcee93f054d33faac4 --- /dev/null +++ b/results/TiRex/Port_Activity/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Port_Activity/D/short", + "num_series": 99, + "num_windows": 12, + "num_variates": 2, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Port_Activity/D/short/metrics.npz b/results/TiRex/Port_Activity/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..79aa4315c93f476f36f2ef30c2b024dd6ae0a87c --- /dev/null +++ b/results/TiRex/Port_Activity/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a1a629767b73f69f0423b82f6684ed7c95a59db1b4c8106b4891e5d51b9ca66 +size 141182 diff --git a/results/TiRex/Port_Activity/D/short/predictions.npz b/results/TiRex/Port_Activity/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2a9f44082db43bea1f40bc6f9f3f8bbca29cf4f6 --- /dev/null +++ b/results/TiRex/Port_Activity/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aae1e3e670199fccb1ed29095a150ae5fd46fd4fb4ed54edd636fce3a1de63e8 +size 1133827 diff --git a/results/TiRex/Port_Activity/W/short/config.json b/results/TiRex/Port_Activity/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8c767e769b47cfb0caaafd75cc13bd1fbed479b4 --- /dev/null +++ b/results/TiRex/Port_Activity/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Port_Activity/W/short", + "num_series": 99, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Port_Activity/W/short/metrics.npz b/results/TiRex/Port_Activity/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ea45a63420a0cc2f294f8a60ccdea7f397251580 --- /dev/null +++ b/results/TiRex/Port_Activity/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6aa13facc7b718a02b127d1c32b76aa1d33ddc8933fe2443aee567043adf7686 +size 47826 diff --git a/results/TiRex/Port_Activity/W/short/predictions.npz b/results/TiRex/Port_Activity/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..77e0b8a6d76fef4d24a353295e43c58e5942f5e7 --- /dev/null +++ b/results/TiRex/Port_Activity/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e66897ec510d3330cdbc157a63ef63c49714e2aedccc2d9b3d6744bf66b77f9 +size 156511 diff --git a/results/TiRex/SG_Carpark/15T/long/config.json b/results/TiRex/SG_Carpark/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9cd1e4c4fce4b8b0cbec179ed8abfe9b8d840d80 --- /dev/null +++ b/results/TiRex/SG_Carpark/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/long", + "num_series": 354, + "num_windows": 1, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/SG_Carpark/15T/long/metrics.npz b/results/TiRex/SG_Carpark/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a608811d715b951f737cfb5d718a67353451d843 --- /dev/null +++ b/results/TiRex/SG_Carpark/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3fc53a16da37fa45f9438d14de686227c7723a437aea6dc61d6f0004e43cb891 +size 22716 diff --git a/results/TiRex/SG_Carpark/15T/long/predictions.npz b/results/TiRex/SG_Carpark/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4a7d1a6b0e6df48ade91d19df9e00c6ffd3ffcf4 --- /dev/null +++ b/results/TiRex/SG_Carpark/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6df6cfd45955397856d54e78e85510e1820c9f58381c1fb351ce12755a58c01d +size 2754673 diff --git a/results/TiRex/SG_Carpark/15T/medium/config.json b/results/TiRex/SG_Carpark/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..def5bcd5076413f274ea4227f6bfd15c6cd2cf34 --- /dev/null +++ b/results/TiRex/SG_Carpark/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/medium", + "num_series": 354, + "num_windows": 7, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/SG_Carpark/15T/medium/metrics.npz b/results/TiRex/SG_Carpark/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..84aea66a8b72ff16e4a8d044c3308711a25afe5e --- /dev/null +++ b/results/TiRex/SG_Carpark/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80567e407135339f5100d34c58c8fd133d26c7e0755b377a2163896e844febd0 +size 145259 diff --git a/results/TiRex/SG_Carpark/15T/medium/predictions.npz b/results/TiRex/SG_Carpark/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2d2ae6a9e56b3384b7df5e495058e3779fc64d8e --- /dev/null +++ b/results/TiRex/SG_Carpark/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd3497fce2b8a7232d59c435a963acc8a9f737769cc91674e4376768e842ae41 +size 2768077 diff --git a/results/TiRex/SG_Carpark/15T/short/config.json b/results/TiRex/SG_Carpark/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9e1bbf40f48cc0d579a006e1a87273d584f10e41 --- /dev/null +++ b/results/TiRex/SG_Carpark/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/short", + "num_series": 354, + "num_windows": 42, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/SG_Carpark/15T/short/metrics.npz b/results/TiRex/SG_Carpark/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3ec8984777985f306297d38fffab3d2089d37527 --- /dev/null +++ b/results/TiRex/SG_Carpark/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc01d9c4d76dea4f76c55119a6debbce0d47c17b9bad196d7245e8a46c6ab6cf +size 840521 diff --git a/results/TiRex/SG_Carpark/15T/short/predictions.npz b/results/TiRex/SG_Carpark/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9f41735a7a4f994491927a73d05fcd3e7ac86f00 --- /dev/null +++ b/results/TiRex/SG_Carpark/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1d2b3cea87ffc4357c66287083b3e2332d857a6a45a32d790e5a117758cb987 +size 2768507 diff --git a/results/TiRex/SG_PM25/H/long/config.json b/results/TiRex/SG_PM25/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b1230160a6fcfa13e593fff74923f4f31e0fb589 --- /dev/null +++ b/results/TiRex/SG_PM25/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/long", + "num_series": 1, + "num_windows": 13, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/SG_PM25/H/long/metrics.npz b/results/TiRex/SG_PM25/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6a3ee8d1d3748d145093374c2729391a99bec3b3 --- /dev/null +++ b/results/TiRex/SG_PM25/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:62a757be88875a9bfe96b08ebc0650ccf3d441bbf23c0669cb0fc7504c9ffd98 +size 5734 diff --git a/results/TiRex/SG_PM25/H/long/predictions.npz b/results/TiRex/SG_PM25/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4b322d3ee68ae3691cef4e979c4a0993a5170981 --- /dev/null +++ b/results/TiRex/SG_PM25/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a26fdb12834437a61c2415e64fafd61c940efbbf70105b181b05630f82473499 +size 151729 diff --git a/results/TiRex/SG_PM25/H/medium/config.json b/results/TiRex/SG_PM25/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ab021da1d59b5c5588ab212e6b257f6e30c3e603 --- /dev/null +++ b/results/TiRex/SG_PM25/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/medium", + "num_series": 1, + "num_windows": 30, + "num_variates": 5, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/SG_PM25/H/medium/metrics.npz b/results/TiRex/SG_PM25/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c2598d0dc679a5112d54a0f428971a1fef4416b7 --- /dev/null +++ b/results/TiRex/SG_PM25/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d95fe5ec34a4895864ac083b92072ac96d0c2491e2a68eb7c19190fecc9753b +size 10642 diff --git a/results/TiRex/SG_PM25/H/medium/predictions.npz b/results/TiRex/SG_PM25/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..de912326ba84fd20cb6760fd386119f11f2d8f9a --- /dev/null +++ b/results/TiRex/SG_PM25/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54e57a834eee268e6d05443b334b8be0dcf3a58027ac4836f402897dae203356 +size 154067 diff --git a/results/TiRex/SG_PM25/H/short/config.json b/results/TiRex/SG_PM25/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b4e23f1905123dbc3290ea05f6b445e1efad6d65 --- /dev/null +++ b/results/TiRex/SG_PM25/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/short", + "num_series": 1, + "num_windows": 92, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/SG_PM25/H/short/metrics.npz b/results/TiRex/SG_PM25/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..73cf6dfa65ac022f8bb83280b8746f7d822beecf --- /dev/null +++ b/results/TiRex/SG_PM25/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8ba1fea0997ba3851c0ddb00051ac44ab0776fc9e5c2e6f83f5eecc637ed5a0 +size 28307 diff --git a/results/TiRex/SG_PM25/H/short/predictions.npz b/results/TiRex/SG_PM25/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fcb9503629903718f433bb382c63d79fa8511e66 --- /dev/null +++ b/results/TiRex/SG_PM25/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc54735062b49aa8375ac7bb7f083682d6c6e7362e28f02daa5e873e3a042fee +size 158530 diff --git a/results/TiRex/SG_Weather/D/long/config.json b/results/TiRex/SG_Weather/D/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b6291ae5933d5ade150f7595644570466a72441a --- /dev/null +++ b/results/TiRex/SG_Weather/D/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/long", + "num_series": 6, + "num_windows": 26, + "num_variates": 4, + "prediction_length": 14, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/SG_Weather/D/long/metrics.npz b/results/TiRex/SG_Weather/D/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a6f5d539ab416811a2e8fb32f3873793a7bfc4f0 --- /dev/null +++ b/results/TiRex/SG_Weather/D/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bbbac7ee385e7c3ff45ddc0b572f4f44253e72c1c393baffb16f037aee213ea7 +size 38038 diff --git a/results/TiRex/SG_Weather/D/long/predictions.npz b/results/TiRex/SG_Weather/D/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e2f0470233ab7206e8a18ecf8ece669c60ec1689 --- /dev/null +++ b/results/TiRex/SG_Weather/D/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6da3ce0721af7ee9c9f89d3f9d598916eee8170a19c8b3fb77ab6563141d990b +size 110859 diff --git a/results/TiRex/SG_Weather/D/medium/config.json b/results/TiRex/SG_Weather/D/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0e363bc80f940264b750a539d2960a8fdf597bd5 --- /dev/null +++ b/results/TiRex/SG_Weather/D/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/medium", + "num_series": 6, + "num_windows": 52, + "num_variates": 4, + "prediction_length": 7, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/SG_Weather/D/medium/metrics.npz b/results/TiRex/SG_Weather/D/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..38dcd684354865483d791aa1525a19d1281241fc --- /dev/null +++ b/results/TiRex/SG_Weather/D/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68ff1e34fb4b239da36e8dfa4232bb736809a3ed125674114b5765869a62ccf4 +size 72551 diff --git a/results/TiRex/SG_Weather/D/medium/predictions.npz b/results/TiRex/SG_Weather/D/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9c5645786b4abf4e66d9050cab9a0b22ff013c01 --- /dev/null +++ b/results/TiRex/SG_Weather/D/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca469d9dc6f3eb74c77d8ebbfa19d94eb1cbed4bf16c84c31cb311d62b172b5a +size 118344 diff --git a/results/TiRex/SG_Weather/D/short/config.json b/results/TiRex/SG_Weather/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..656c03fc2603cd4ace3cfc112d786bb61a8e6190 --- /dev/null +++ b/results/TiRex/SG_Weather/D/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/short", + "num_series": 6, + "num_windows": 122, + "num_variates": 4, + "prediction_length": 3, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/SG_Weather/D/short/metrics.npz b/results/TiRex/SG_Weather/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a2d0799e81f836c8e477f230c64a5b45fb3cf199 --- /dev/null +++ b/results/TiRex/SG_Weather/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:073698d3524b950c56ad5567249c898943f8b0b7905f0f7a7178bc36cc33ff12 +size 166008 diff --git a/results/TiRex/SG_Weather/D/short/predictions.npz b/results/TiRex/SG_Weather/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d3a809e9701fe8927b8bccc60991eaa21c9384c0 --- /dev/null +++ b/results/TiRex/SG_Weather/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:283f88b60c2487c92aa0fbc68923796a1a4355c37845a220bb2614ee41f8b3e9 +size 129155 diff --git a/results/TiRex/Smart_Manufacturing/H/long/config.json b/results/TiRex/Smart_Manufacturing/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b203cedcc185a3457e7a92efd5ab42cf88b85a1b --- /dev/null +++ b/results/TiRex/Smart_Manufacturing/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/long", + "num_series": 34, + "num_windows": 1, + "num_variates": 5, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Smart_Manufacturing/H/long/metrics.npz b/results/TiRex/Smart_Manufacturing/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5c2c1b6c93c761b95fa5cdb233cbc6e211515455 --- /dev/null +++ b/results/TiRex/Smart_Manufacturing/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee2895f4601e9dcf8311cf3dc4d74374e38be89bae077abf07ba6efae3e8b420 +size 12144 diff --git a/results/TiRex/Smart_Manufacturing/H/long/predictions.npz b/results/TiRex/Smart_Manufacturing/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..04a5aec0526fc767880e59690bdd38ce7068ab7e --- /dev/null +++ b/results/TiRex/Smart_Manufacturing/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e606b35d5b8f2cf9dcf01f3fdc6bebca78044ea02f243b752e7bb8fabb5e83b +size 631988 diff --git a/results/TiRex/Smart_Manufacturing/H/medium/config.json b/results/TiRex/Smart_Manufacturing/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cc1680824dcf7e3a2377e810030221097931160f --- /dev/null +++ b/results/TiRex/Smart_Manufacturing/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/medium", + "num_series": 34, + "num_windows": 2, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Smart_Manufacturing/H/medium/metrics.npz b/results/TiRex/Smart_Manufacturing/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4eb63f49eb822ab4aec9721513310e3b7ebcc5ce --- /dev/null +++ b/results/TiRex/Smart_Manufacturing/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa38e9a9f7356c675e412375b2563c6e8fe434c987443a834307b7f7bdb0f5a8 +size 22259 diff --git a/results/TiRex/Smart_Manufacturing/H/medium/predictions.npz b/results/TiRex/Smart_Manufacturing/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4bbd286c2c8ee2c9ec11f4854c3727d9fd927111 --- /dev/null +++ b/results/TiRex/Smart_Manufacturing/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43c375c6de00af65ec61cbad49488dce812982046eb963d6d00b688139cb4300 +size 650632 diff --git a/results/TiRex/Smart_Manufacturing/H/short/config.json b/results/TiRex/Smart_Manufacturing/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c4fc23b796e97a130a2a92ac454b82f2d9ee0b85 --- /dev/null +++ b/results/TiRex/Smart_Manufacturing/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/short", + "num_series": 34, + "num_windows": 14, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Smart_Manufacturing/H/short/metrics.npz b/results/TiRex/Smart_Manufacturing/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a35e754d362461eeb43b7e435df23db977c746ea --- /dev/null +++ b/results/TiRex/Smart_Manufacturing/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48174a36dcbe72f29c1c7e38dc4fab03ada61ad7183d405493b40030934cbcb2 +size 140835 diff --git a/results/TiRex/Smart_Manufacturing/H/short/predictions.npz b/results/TiRex/Smart_Manufacturing/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e97d4f64316f4c0493da534af46a11666e4a4b97 --- /dev/null +++ b/results/TiRex/Smart_Manufacturing/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0328d4f56632ad4e2e637ca7b7c8b40fad579ed5c9e61817c19a46a563c03426 +size 696586 diff --git a/results/TiRex/Supply_Chain_Customer/D/short/config.json b/results/TiRex/Supply_Chain_Customer/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1d0614a88a0894fdad52d491de10664b90c269ae --- /dev/null +++ b/results/TiRex/Supply_Chain_Customer/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Supply_Chain_Customer/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 36, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Supply_Chain_Customer/D/short/metrics.npz b/results/TiRex/Supply_Chain_Customer/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1447a2204849563e24615dc11dea7df21e8d78fc --- /dev/null +++ b/results/TiRex/Supply_Chain_Customer/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59cc9d7ccc1490d3abd2c0900994d37332e92ae05d897e49e0ce7fa8f16190f4 +size 27074 diff --git a/results/TiRex/Supply_Chain_Customer/D/short/predictions.npz b/results/TiRex/Supply_Chain_Customer/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..34116ea425a501c11894ba7af6bb5d1eabaa1d55 --- /dev/null +++ b/results/TiRex/Supply_Chain_Customer/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc5bd12af37e0514bd6e71e695970e8e36f763db10c5f1f1b8d04d2333f9736f +size 217364 diff --git a/results/TiRex/Supply_Chain_Location/D/short/config.json b/results/TiRex/Supply_Chain_Location/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..75477afb452910417046a88f3890576de4ca35b6 --- /dev/null +++ b/results/TiRex/Supply_Chain_Location/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Supply_Chain_Location/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 51, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Supply_Chain_Location/D/short/metrics.npz b/results/TiRex/Supply_Chain_Location/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b23ae43e6133e7597ca975a7416876fe8e583a61 --- /dev/null +++ b/results/TiRex/Supply_Chain_Location/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae7fba91877c0e1fc82253ccee2fa2e491e0967d5cdafc49735be9322b01f8d4 +size 37488 diff --git a/results/TiRex/Supply_Chain_Location/D/short/predictions.npz b/results/TiRex/Supply_Chain_Location/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f7b456b7c489e22732c41104d93f1fc7a77acf4a --- /dev/null +++ b/results/TiRex/Supply_Chain_Location/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8870f81060de84a8356804024f60e69fd2c57aa7c5f741bc53d1c5ba4dfa3c9d +size 304855 diff --git a/results/TiRex/US_Labor/M/short/config.json b/results/TiRex/US_Labor/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..31ab95d3eced0e13ada09570c74144c776b5934e --- /dev/null +++ b/results/TiRex/US_Labor/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "US_Labor/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 14, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/US_Labor/M/short/metrics.npz b/results/TiRex/US_Labor/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..23ddf552109c3188c852ab0460363e4a6083be4c --- /dev/null +++ b/results/TiRex/US_Labor/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:613b9c3c90f33ac282dd870ec319bec995728cf1eac18859426d51433f9f6409 +size 5945 diff --git a/results/TiRex/US_Labor/M/short/predictions.npz b/results/TiRex/US_Labor/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4692369c0db59f4262f3a90c643813c25522b271 --- /dev/null +++ b/results/TiRex/US_Labor/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13c0c072dea517bcd1d57c62e5845d477efacacf0516d89ae7477baa896d14fd +size 12002 diff --git a/results/TiRex/US_Term_Structure/B/short/config.json b/results/TiRex/US_Term_Structure/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..15c066c26433f50c087a10c6a1902dfb4a105cb5 --- /dev/null +++ b/results/TiRex/US_Term_Structure/B/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "US_Term_Structure/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 40, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/US_Term_Structure/B/short/metrics.npz b/results/TiRex/US_Term_Structure/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..425fe175a52933caec112f7751b0c4990ed03379 --- /dev/null +++ b/results/TiRex/US_Term_Structure/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a418101ac6887d46819850a198e953210b3ac6c9c68b3189f75b4fdb5fefae0 +size 82792 diff --git a/results/TiRex/US_Term_Structure/B/short/predictions.npz b/results/TiRex/US_Term_Structure/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..21cbef6575c39dc149c50671f062e796fcdbda85 --- /dev/null +++ b/results/TiRex/US_Term_Structure/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7612f9e7fece60af4bd096a515e2db43f384753e4c716c844902921b3becd0cf +size 369220 diff --git a/results/TiRex/Uncertainty_1M/M/short/config.json b/results/TiRex/Uncertainty_1M/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..890552facd50278a0318d6431aeabe97563b0402 --- /dev/null +++ b/results/TiRex/Uncertainty_1M/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Uncertainty_1M/M/short", + "num_series": 1, + "num_windows": 7, + "num_variates": 3, + "prediction_length": 6, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Uncertainty_1M/M/short/metrics.npz b/results/TiRex/Uncertainty_1M/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f8ebaa8605e2eed473ebee2033bdf230dac0fbda --- /dev/null +++ b/results/TiRex/Uncertainty_1M/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:229ceba1f3f6af0619d9f8eb5df150ff8e2bc8e6755030cef915d8f538585646 +size 2838 diff --git a/results/TiRex/Uncertainty_1M/M/short/predictions.npz b/results/TiRex/Uncertainty_1M/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bba52f178b0dc085282e4964c9dd35fbc82c8440 --- /dev/null +++ b/results/TiRex/Uncertainty_1M/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0e1ae86f01a4ee176159c63e54822dacc4bacfb32df4f2060aadced13fdc379 +size 2234 diff --git a/results/TiRex/Vehicle_Sales/M/short/config.json b/results/TiRex/Vehicle_Sales/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2504bd29bdabd6ae4716aa3a911ed7f0ca6f9df5 --- /dev/null +++ b/results/TiRex/Vehicle_Sales/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Vehicle_Sales/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 10, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Vehicle_Sales/M/short/metrics.npz b/results/TiRex/Vehicle_Sales/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..21595f23fe844c42519f92195e2cbe6ff84173db --- /dev/null +++ b/results/TiRex/Vehicle_Sales/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8353b1f4bc5e87d2768fbf99e5a97efe8a0522f11da88798f10a351a53c21561 +size 4740 diff --git a/results/TiRex/Vehicle_Sales/M/short/predictions.npz b/results/TiRex/Vehicle_Sales/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fc0b55c7178950314373986bbbc323014fd948e0 --- /dev/null +++ b/results/TiRex/Vehicle_Sales/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c205e9fe85a55d69ee9d0ea714499c72227375ef5583e7c3be8b9ec54411e0d6 +size 9363 diff --git a/results/TiRex/Vehicle_Supply/M/short/config.json b/results/TiRex/Vehicle_Supply/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5e55d850a8855fe29cab5532b1de08666a9a0cb5 --- /dev/null +++ b/results/TiRex/Vehicle_Supply/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Vehicle_Supply/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Vehicle_Supply/M/short/metrics.npz b/results/TiRex/Vehicle_Supply/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..305bde334dbb3bda443b3a2864ef9d1b13c5675a --- /dev/null +++ b/results/TiRex/Vehicle_Supply/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a3c454cd78b11e5be4df7cc5d7917c3cc6cab00d7c14f107160986d60504727 +size 3438 diff --git a/results/TiRex/Vehicle_Supply/M/short/predictions.npz b/results/TiRex/Vehicle_Supply/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..53fd4ae517325158811898490f4d7da4b74109f8 --- /dev/null +++ b/results/TiRex/Vehicle_Supply/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33b9522e57827e62c4b1b26a7a165493c73eddbd54d46a9b699c62ed8b707eb2 +size 6041 diff --git a/results/TiRex/WUI_Global/Q/short/config.json b/results/TiRex/WUI_Global/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..be5ad40e3eb5e07b1d09285f4b136f7b209fac92 --- /dev/null +++ b/results/TiRex/WUI_Global/Q/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "WUI_Global/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 15, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/WUI_Global/Q/short/metrics.npz b/results/TiRex/WUI_Global/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bcd89316f779c755b773c6a1cc45af051523447a --- /dev/null +++ b/results/TiRex/WUI_Global/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f007b47909559d6a9eb0134670601100cef873a32799725983eae18ff4cb32cf +size 6261 diff --git a/results/TiRex/WUI_Global/Q/short/predictions.npz b/results/TiRex/WUI_Global/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a935a21943eb012ab2d6d913396470ec89cd7207 --- /dev/null +++ b/results/TiRex/WUI_Global/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8648d43b90be8cc23633d6f537e72f77168a558f64adb351d35d636d77ce48db +size 5264 diff --git a/results/TiRex/Water_Quality_Darwin/15T/long/config.json b/results/TiRex/Water_Quality_Darwin/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6df28c9b38c603022c2a15caf6778607d9035fc9 --- /dev/null +++ b/results/TiRex/Water_Quality_Darwin/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/long", + "num_series": 7, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Water_Quality_Darwin/15T/long/metrics.npz b/results/TiRex/Water_Quality_Darwin/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ce16b7f11cecc22b9f8a0da0f401d586030a1ed2 --- /dev/null +++ b/results/TiRex/Water_Quality_Darwin/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7f148e291217a25813eb6023464282c49f51848dc57c93b7f8a1c34f74bde1f +size 14188 diff --git a/results/TiRex/Water_Quality_Darwin/15T/long/predictions.npz b/results/TiRex/Water_Quality_Darwin/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ca1f1b85fe9df4bfadbf5b9d8987a00c5eb2722e --- /dev/null +++ b/results/TiRex/Water_Quality_Darwin/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de8435a8fb8cc57b50a557c0b040133431f54ed82aaacf5a780a5339ef650ac3 +size 443590 diff --git a/results/TiRex/Water_Quality_Darwin/15T/medium/config.json b/results/TiRex/Water_Quality_Darwin/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..880ec8eb50f5f2fe6d21a6cb1d7fa4fdf47459fa --- /dev/null +++ b/results/TiRex/Water_Quality_Darwin/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/medium", + "num_series": 7, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Water_Quality_Darwin/15T/medium/metrics.npz b/results/TiRex/Water_Quality_Darwin/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a3d63f69bf36bdbda996ce3bd6d15c3646cfc32e --- /dev/null +++ b/results/TiRex/Water_Quality_Darwin/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c8fea6973c222b53f22b4193f25a8218dde8a56622bedceebf9bc88907af816 +size 37953 diff --git a/results/TiRex/Water_Quality_Darwin/15T/medium/predictions.npz b/results/TiRex/Water_Quality_Darwin/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..46cd2db261ecb29cd3be1b95bab3fad2d85afbf5 --- /dev/null +++ b/results/TiRex/Water_Quality_Darwin/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e57334253499809a799793fbf1e4ed3b6be2f34f483fb4aad1df331ecf22f34 +size 459561 diff --git a/results/TiRex/Water_Quality_Darwin/15T/short/config.json b/results/TiRex/Water_Quality_Darwin/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b9ba21c1a689b41a8e67f0d975456634f5dc05f3 --- /dev/null +++ b/results/TiRex/Water_Quality_Darwin/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/short", + "num_series": 7, + "num_windows": 90, + "num_variates": 6, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/Water_Quality_Darwin/15T/short/metrics.npz b/results/TiRex/Water_Quality_Darwin/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0f11a50205bae4bdf04a57930fda714e5334abbd --- /dev/null +++ b/results/TiRex/Water_Quality_Darwin/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b5e1686f8783b90ba7bb41d26f752d9bc23ff1e32443c408cd728a28df90ebc +size 214632 diff --git a/results/TiRex/Water_Quality_Darwin/15T/short/predictions.npz b/results/TiRex/Water_Quality_Darwin/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e4492197d785e60a41681e256a618b1c35d1ce96 --- /dev/null +++ b/results/TiRex/Water_Quality_Darwin/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8755e291712398a3b4f86acdf13751acde3b6c8fe8cacc5105209e819eb6f95a +size 494094 diff --git a/results/TiRex/azure2019_D/5T/short/config.json b/results/TiRex/azure2019_D/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..984e87d33378425923d30b67ea445c489055de18 --- /dev/null +++ b/results/TiRex/azure2019_D/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_D/5T/short", + "num_series": 989, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/azure2019_D/5T/short/metrics.npz b/results/TiRex/azure2019_D/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..492513b9f2eeda2ba82712e0e517987d41566977 --- /dev/null +++ b/results/TiRex/azure2019_D/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f93817eea5b41d4796a82db72c53a66b8be3f42c1b3cd95299fe5b8a1361f9ec +size 522962 diff --git a/results/TiRex/azure2019_D/5T/short/predictions.npz b/results/TiRex/azure2019_D/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e70e3bf74a4663298965060b3070286260ea64b1 --- /dev/null +++ b/results/TiRex/azure2019_D/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:264b0336a0aeb0b5a6335cb77231f75a87b3f8e1ab15072b9bb101baa95711f8 +size 33475108 diff --git a/results/TiRex/azure2019_I/5T/short/config.json b/results/TiRex/azure2019_I/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e2c7c310c24304e5e2b580d22c3ba3bdbb003ce0 --- /dev/null +++ b/results/TiRex/azure2019_I/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_I/5T/short", + "num_series": 492, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/azure2019_I/5T/short/metrics.npz b/results/TiRex/azure2019_I/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1b7e2dd58f4a52b7c32361a22a0408e4595d05a1 --- /dev/null +++ b/results/TiRex/azure2019_I/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d5f1518142b47e6503ec7c1bf587c5bc0dd01602349b2621ed3c11b83768f5d +size 261229 diff --git a/results/TiRex/azure2019_I/5T/short/predictions.npz b/results/TiRex/azure2019_I/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7148f348b8e834c76a7fc89216d8ec5680152147 --- /dev/null +++ b/results/TiRex/azure2019_I/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26a6f650249e65b448a0a9507b22e16f8c7640fea33496a007b5c71e26a91d04 +size 16380564 diff --git a/results/TiRex/azure2019_U/5T/short/config.json b/results/TiRex/azure2019_U/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b489eaa1625acab6adf4f838f1676a7e06cd361f --- /dev/null +++ b/results/TiRex/azure2019_U/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_U/5T/short", + "num_series": 78, + "num_windows": 6, + "num_variates": 3, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/azure2019_U/5T/short/metrics.npz b/results/TiRex/azure2019_U/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a7551ddc0c32d09cf55bd5efa1dd06af4a764c70 --- /dev/null +++ b/results/TiRex/azure2019_U/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dd3c923bbda2308ed05fd011dd217a0113eb6a9b537d75bbb6f791a39de7bfd +size 83482 diff --git a/results/TiRex/azure2019_U/5T/short/predictions.npz b/results/TiRex/azure2019_U/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..63288ff4e0fe9c26e2db1aeaca20901f05367959 --- /dev/null +++ b/results/TiRex/azure2019_U/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d35cd2a301beb254cd1e2c981981883bba71e417c179080a03a873e54d34966c +size 927340 diff --git a/results/TiRex/current_velocity/10T/long/config.json b/results/TiRex/current_velocity/10T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6d2739314568a791f51a93e52cc680ed42232fc8 --- /dev/null +++ b/results/TiRex/current_velocity/10T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/long", + "num_series": 10, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 432, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/10T/long/metrics.npz b/results/TiRex/current_velocity/10T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ad6f12af9a45d43f4b863b21c3b4614971188c17 --- /dev/null +++ b/results/TiRex/current_velocity/10T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be2fb3be18429c167ef8b22e3350699ca5654ad6530b9c0457182dc2253badd9 +size 19749 diff --git a/results/TiRex/current_velocity/10T/long/predictions.npz b/results/TiRex/current_velocity/10T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f5709a90c56f9d46bd5b7106a9505bd57d20ab4f --- /dev/null +++ b/results/TiRex/current_velocity/10T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69620d66ad7370616c6f7a0a3e8602a9c50a7cb0ae3abaf28a31d6b9d4d19e17 +size 1488434 diff --git a/results/TiRex/current_velocity/10T/medium/config.json b/results/TiRex/current_velocity/10T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e7d96e48bc4982bee64a97915deeb783c87d7ebb --- /dev/null +++ b/results/TiRex/current_velocity/10T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/medium", + "num_series": 10, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/10T/medium/metrics.npz b/results/TiRex/current_velocity/10T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..37682ea6c453091d9979b1b3b898efb703200632 --- /dev/null +++ b/results/TiRex/current_velocity/10T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2571b8ba21477ab2c7afe24e5030f32322e4f6a3c5c2b503f75784f04283a3e4 +size 54594 diff --git a/results/TiRex/current_velocity/10T/medium/predictions.npz b/results/TiRex/current_velocity/10T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..abf8ede070ae69473bef158e8b4a06ad8243f95a --- /dev/null +++ b/results/TiRex/current_velocity/10T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:998b7b1437aad5aa1018effbc54265b8084dae5e4eaa0e82f94148c56d98e007 +size 1535348 diff --git a/results/TiRex/current_velocity/10T/short/config.json b/results/TiRex/current_velocity/10T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0e96080d4802ec721830a7b5c2d8b8d63d967058 --- /dev/null +++ b/results/TiRex/current_velocity/10T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/short", + "num_series": 10, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 18, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/10T/short/metrics.npz b/results/TiRex/current_velocity/10T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4b6288db892d4528b543f9ebcd7950966d7728ff --- /dev/null +++ b/results/TiRex/current_velocity/10T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0965f43832ef8f442be5e5e062b37914789c8d0f621a45bdbec911038c20862d +size 416311 diff --git a/results/TiRex/current_velocity/10T/short/predictions.npz b/results/TiRex/current_velocity/10T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..41d68a5e5a2e18a7659f305fd8d82bae74baca7b --- /dev/null +++ b/results/TiRex/current_velocity/10T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ebc01b97d18b5e69f974bf31b79df0c7788015fe802488c09a9edbdf8f865f35 +size 1598934 diff --git a/results/TiRex/current_velocity/15T/long/config.json b/results/TiRex/current_velocity/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6de68bed045c94147fe1c403eb4c88cf335059e6 --- /dev/null +++ b/results/TiRex/current_velocity/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/15T/long/metrics.npz b/results/TiRex/current_velocity/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a58fea280726d5aaeca5020def25b817f87f53fc --- /dev/null +++ b/results/TiRex/current_velocity/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:023c278ca068161f3ec0343dea07fb4d84a9c8dc6f0f01a128fcf9e4f9021b39 +size 10842 diff --git a/results/TiRex/current_velocity/15T/long/predictions.npz b/results/TiRex/current_velocity/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c31a973e9130163b33830961a0b0ccc4532d7a3f --- /dev/null +++ b/results/TiRex/current_velocity/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c458ea2015add78abf40a0c9026e9407900d6ecf77b05f9cee74033aa6e0eae +size 460177 diff --git a/results/TiRex/current_velocity/15T/medium/config.json b/results/TiRex/current_velocity/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e5237d56f7843e67117d8b3a05903aeed844c9c8 --- /dev/null +++ b/results/TiRex/current_velocity/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/15T/medium/metrics.npz b/results/TiRex/current_velocity/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c35f64a7e9c1f877e21fbe30c75865301d175f7f --- /dev/null +++ b/results/TiRex/current_velocity/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c070dd15ac9c8bf8afde9862c0deb92334c0c8bbc1c2d555ba95349c0080d089 +size 28306 diff --git a/results/TiRex/current_velocity/15T/medium/predictions.npz b/results/TiRex/current_velocity/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ea2941223e5da40090045a6f6eaceb6f4c9db91a --- /dev/null +++ b/results/TiRex/current_velocity/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb06840cc7b1c5029ce36ee9e2cb804482d12cc653e14d74651d59fd245cf2c5 +size 481212 diff --git a/results/TiRex/current_velocity/15T/short/config.json b/results/TiRex/current_velocity/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1bbb92fba950496652168de00aa319e2da2c0b79 --- /dev/null +++ b/results/TiRex/current_velocity/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/15T/short/metrics.npz b/results/TiRex/current_velocity/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9982cff0c5acf32a8bc3d7275f9853998f6a4d0e --- /dev/null +++ b/results/TiRex/current_velocity/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:270fc1c183e41330e2704fabc7ea6d73f72112bd0c95937b647357b419f01f52 +size 208648 diff --git a/results/TiRex/current_velocity/15T/short/predictions.npz b/results/TiRex/current_velocity/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1a2d4dafc3e56ea20bf6b9023e70397302e07ea7 --- /dev/null +++ b/results/TiRex/current_velocity/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aef1b44b0cd203a181c8a51755aa3b82af7ea9686553773f5ae74dccb7865743 +size 516721 diff --git a/results/TiRex/current_velocity/20T/long/config.json b/results/TiRex/current_velocity/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c6e4fc32b728307133ca16b6bd6b1c0f3925604b --- /dev/null +++ b/results/TiRex/current_velocity/20T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/long", + "num_series": 27, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/20T/long/metrics.npz b/results/TiRex/current_velocity/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..88248869fe2f562f12faa1bcff50da53c95be33b --- /dev/null +++ b/results/TiRex/current_velocity/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d75241a0eed206dcf58a9b8f977143e2a155fb1d9b255fc0fe97ec3212ecaa84 +size 49600 diff --git a/results/TiRex/current_velocity/20T/long/predictions.npz b/results/TiRex/current_velocity/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e44ed9b92bde95012475502999d3bc36761132fc --- /dev/null +++ b/results/TiRex/current_velocity/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db03e256b7a71dc285e66bca9060f0a1e4f07f169a750fdf0f6548522cce2fdf +size 2030053 diff --git a/results/TiRex/current_velocity/20T/medium/config.json b/results/TiRex/current_velocity/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..09fd2f277fcc42531a8bac9e46ed3b68b32fadc4 --- /dev/null +++ b/results/TiRex/current_velocity/20T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/medium", + "num_series": 27, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/20T/medium/metrics.npz b/results/TiRex/current_velocity/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dcaacf70a17872fb7bdf38bae2cc3865190858b3 --- /dev/null +++ b/results/TiRex/current_velocity/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d97efa6d0a29b9541f3997c278724f03629a5cc2e0fe1923c063612bfaec110a +size 143504 diff --git a/results/TiRex/current_velocity/20T/medium/predictions.npz b/results/TiRex/current_velocity/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..dcc717ce07b4db5adff9e1ebb87be9c884f516d5 --- /dev/null +++ b/results/TiRex/current_velocity/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c68cc73411af2b90fd4a3bb4c70399d7bc9bf9bb70e2a1f84f1f84cc2ada6ecc +size 2097946 diff --git a/results/TiRex/current_velocity/20T/short/config.json b/results/TiRex/current_velocity/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..097baf2f5324ce69dbc000f4e7861437ddcd7c85 --- /dev/null +++ b/results/TiRex/current_velocity/20T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/short", + "num_series": 27, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/20T/short/metrics.npz b/results/TiRex/current_velocity/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a27436212663a357c65c27185a2952bb8a43173c --- /dev/null +++ b/results/TiRex/current_velocity/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a39172dfcd69b781e3e15754292f3b5045742dda6b3c9ae6fc4428e0c8ef0076 +size 1118151 diff --git a/results/TiRex/current_velocity/20T/short/predictions.npz b/results/TiRex/current_velocity/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bc0a4fa34b11dd8406c0966a13749afa1a817d01 --- /dev/null +++ b/results/TiRex/current_velocity/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d05a77490e1f96cdf8482e42a2546b833757442b445c250a1b9025dccdc66259 +size 2189470 diff --git a/results/TiRex/current_velocity/5T/long/config.json b/results/TiRex/current_velocity/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..32d3b2eb79389862afe11d87bad322614912b25f --- /dev/null +++ b/results/TiRex/current_velocity/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/5T/long/metrics.npz b/results/TiRex/current_velocity/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3f2a81a3bc63cc98bd67725e1dddb3cd8af7a530 --- /dev/null +++ b/results/TiRex/current_velocity/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d472ebd86d2b7aaf0f5161891770d3ac08e494b93e43ad29ecbb5f7c934c9c6 +size 3495 diff --git a/results/TiRex/current_velocity/5T/long/predictions.npz b/results/TiRex/current_velocity/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ddf56a694f0412b81e555ad6c7dc3905a3faf58f --- /dev/null +++ b/results/TiRex/current_velocity/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d1f4f5343876c017226c5f5255d7bfa9e0c4896b5dcacf0941b22744e899022 +size 232141 diff --git a/results/TiRex/current_velocity/5T/medium/config.json b/results/TiRex/current_velocity/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dd635e16edbe5098da1361e021fb02b1dc83c5fb --- /dev/null +++ b/results/TiRex/current_velocity/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/5T/medium/metrics.npz b/results/TiRex/current_velocity/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c1b2589f561cd70e971161668da648c12fa4f919 --- /dev/null +++ b/results/TiRex/current_velocity/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac32b7136ed7df971ced6cc51b1b64dbd687a4d492b628a769de2b8f8a8044ed +size 7266 diff --git a/results/TiRex/current_velocity/5T/medium/predictions.npz b/results/TiRex/current_velocity/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b62a6f52144ff8638adb152b3a4fed606d1bfaba --- /dev/null +++ b/results/TiRex/current_velocity/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fccb93536c67bf1e58d19fd8977a558b81f7e45044093d8e64c91b3cd6859716 +size 237267 diff --git a/results/TiRex/current_velocity/5T/short/config.json b/results/TiRex/current_velocity/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c44ff362c5b1597fc7067a02dc556730595668db --- /dev/null +++ b/results/TiRex/current_velocity/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/5T/short/metrics.npz b/results/TiRex/current_velocity/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7161cc17b4eafe3c83b67bcd3ba6970788323e13 --- /dev/null +++ b/results/TiRex/current_velocity/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f71a8ca6da57cb41f74a2148d36a306b956dcb42fe2a25276e32aa7e9506dfc7 +size 43310 diff --git a/results/TiRex/current_velocity/5T/short/predictions.npz b/results/TiRex/current_velocity/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1ba38dcdc759e3a35a4ef1a86bfe3805a82563eb --- /dev/null +++ b/results/TiRex/current_velocity/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:057c450c1fca95fbfe8918454076522672f402e7a084751bc820e86b570251c3 +size 262047 diff --git a/results/TiRex/current_velocity/H/long/config.json b/results/TiRex/current_velocity/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..46f463330f245ce32577318152875618292b756a --- /dev/null +++ b/results/TiRex/current_velocity/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/long", + "num_series": 21, + "num_windows": 2, + "num_variates": 6, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/H/long/metrics.npz b/results/TiRex/current_velocity/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ac1ec6b25b9b8a1779d6aa4f56d9fed5e9bdc8b9 --- /dev/null +++ b/results/TiRex/current_velocity/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:232423b8625b38c1240ec23482436c4a0da79f4d4fb5a5d8c620651d82430db0 +size 16913 diff --git a/results/TiRex/current_velocity/H/long/predictions.npz b/results/TiRex/current_velocity/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b5dce9c95ab84b2c9b6b4ef97588e5587d648683 --- /dev/null +++ b/results/TiRex/current_velocity/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43661ccae156ac418d843d4dac7a2cdf6facda5969ae81316720a61ebe2e3b46 +size 1082951 diff --git a/results/TiRex/current_velocity/H/medium/config.json b/results/TiRex/current_velocity/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..72bc55805dd370a7b1e18b86e2bf4c3ced77e714 --- /dev/null +++ b/results/TiRex/current_velocity/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/medium", + "num_series": 21, + "num_windows": 4, + "num_variates": 6, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/H/medium/metrics.npz b/results/TiRex/current_velocity/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c6a162eac7bcba715234c440b964695d7fe612b3 --- /dev/null +++ b/results/TiRex/current_velocity/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd428bb53d29deefe2513943c394498a72bc18fee5dff13630f11107afd0fbb2 +size 31677 diff --git a/results/TiRex/current_velocity/H/medium/predictions.npz b/results/TiRex/current_velocity/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..184a4ba2077756e14af49b39d65b792bfdf3ecdc --- /dev/null +++ b/results/TiRex/current_velocity/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0f8c539f3fba82fd185f5c918c0d6f159541ade055c9ffcaf6507171205e6b5 +size 1111853 diff --git a/results/TiRex/current_velocity/H/short/config.json b/results/TiRex/current_velocity/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3e23679573b9fd34cfb275bf09caba721184d075 --- /dev/null +++ b/results/TiRex/current_velocity/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/short", + "num_series": 21, + "num_windows": 28, + "num_variates": 6, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/current_velocity/H/short/metrics.npz b/results/TiRex/current_velocity/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ba30cae52fe42ff00cf7bdf8059b63e4d91b8d7f --- /dev/null +++ b/results/TiRex/current_velocity/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1fced5e43b3839491cfc1229e646627bda65f8fe661c67dae14916e98c5f01c2 +size 205797 diff --git a/results/TiRex/current_velocity/H/short/predictions.npz b/results/TiRex/current_velocity/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0beab6b82cee74d726e64275c8177c157e6ee5cc --- /dev/null +++ b/results/TiRex/current_velocity/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e08341f8ea511f4f3f1f7e8cb04453f86775e204f07a96efc3102beaaab57655 +size 1147981 diff --git a/results/TiRex/epf_electricity_price/H/long/config.json b/results/TiRex/epf_electricity_price/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..867c449ed66aac0ae3046f639b6454fded026524 --- /dev/null +++ b/results/TiRex/epf_electricity_price/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/long", + "num_series": 5, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/epf_electricity_price/H/long/metrics.npz b/results/TiRex/epf_electricity_price/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..02a24e1dd4197ad527f130db57759a499d69eef9 --- /dev/null +++ b/results/TiRex/epf_electricity_price/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e85fc8c1e4927576b44ca76b15adeebb4c0f077c088dee7f0495dc34da8f4981 +size 6351 diff --git a/results/TiRex/epf_electricity_price/H/long/predictions.npz b/results/TiRex/epf_electricity_price/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..62bb08e1769d8c8ee63063d35d5a996e646e65ae --- /dev/null +++ b/results/TiRex/epf_electricity_price/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc3f8054631c46454acd371ee9419c08652746a7adc2826bad59e00eeb32f12a +size 177255 diff --git a/results/TiRex/epf_electricity_price/H/medium/config.json b/results/TiRex/epf_electricity_price/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..982007f38210d77d3ac12f30f4fcb29c1ee48c79 --- /dev/null +++ b/results/TiRex/epf_electricity_price/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/medium", + "num_series": 5, + "num_windows": 35, + "num_variates": 1, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/epf_electricity_price/H/medium/metrics.npz b/results/TiRex/epf_electricity_price/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e4cacd406efd43c927a2d2d1dbd1f87b35cd34f2 --- /dev/null +++ b/results/TiRex/epf_electricity_price/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a3c27079bb2fabb1c661b1e8bf9d6612dfbec19816929fa6f574c535b4f8d69 +size 12176 diff --git a/results/TiRex/epf_electricity_price/H/medium/predictions.npz b/results/TiRex/epf_electricity_price/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..30c9c01f8bc95094284eea04a95486c49a854ed5 --- /dev/null +++ b/results/TiRex/epf_electricity_price/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6422ed8a1acb312c39e3deb568ec35e467e038bfe510c057d734a62bdbe87dad +size 177150 diff --git a/results/TiRex/epf_electricity_price/H/short/config.json b/results/TiRex/epf_electricity_price/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..eec8d2a7566c8172df91e5271b8ca8d5a696c3d8 --- /dev/null +++ b/results/TiRex/epf_electricity_price/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/short", + "num_series": 5, + "num_windows": 105, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "NX-AI/TiRex" +} \ No newline at end of file diff --git a/results/TiRex/epf_electricity_price/H/short/metrics.npz b/results/TiRex/epf_electricity_price/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ef6e101f48aa9dc3b6bdbfeeff9517b8f60a50da --- /dev/null +++ b/results/TiRex/epf_electricity_price/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f61f96a48f3dfa5fb041f0d9b95c49ae6b8b65d7438bee50e9b758545723294 +size 32238 diff --git a/results/TiRex/epf_electricity_price/H/short/predictions.npz b/results/TiRex/epf_electricity_price/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1d08d18a5cce89573c1290b59fcf5333d181b9e1 --- /dev/null +++ b/results/TiRex/epf_electricity_price/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d64d5b9036958506135af780798a571423ff94ff8b8c0d405444057bbee80820 +size 177593 diff --git a/results/TimesFM-1.0/Australia_Solar/H/long/config.json b/results/TimesFM-1.0/Australia_Solar/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1037998aca9e3bb3b5befe3a674c1517ffab9cf3 --- /dev/null +++ b/results/TimesFM-1.0/Australia_Solar/H/long/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Australia_Solar/H/long", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-1.0-200M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Australia_Solar/H/long/metrics.npz b/results/TimesFM-1.0/Australia_Solar/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..32cf238f2bffdf8a9dbdaec0b2b4397835893658 --- /dev/null +++ b/results/TimesFM-1.0/Australia_Solar/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:410cfff3254eea3e969296f55a278c58a6d282d2c3f7ecd71a176ee6b97e17cd +size 4539 diff --git a/results/TimesFM-1.0/Australia_Solar/H/long/predictions.npz b/results/TimesFM-1.0/Australia_Solar/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e018d4a89c8f4f4257df3617cc01f6ff305d903e --- /dev/null +++ b/results/TimesFM-1.0/Australia_Solar/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56d3a2be929d2a08575e6563ba8757c249056b2b814366c0107075f1f6fffaa2 +size 123013 diff --git a/results/TimesFM-1.0/Australia_Solar/H/medium/config.json b/results/TimesFM-1.0/Australia_Solar/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..54caedc78e933737747a5fbe88bdae53491354e0 --- /dev/null +++ b/results/TimesFM-1.0/Australia_Solar/H/medium/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Australia_Solar/H/medium", + "num_series": 1, + "num_windows": 35, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-1.0-200M", + "horizon_len": 72, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Australia_Solar/H/medium/metrics.npz b/results/TimesFM-1.0/Australia_Solar/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6d2a02bea8a4df6d91f0efea86278beb70d37599 --- /dev/null +++ b/results/TimesFM-1.0/Australia_Solar/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34025ff4e5855bc2f2426aec7509af63198e44b2391815903240a28844d786ae +size 8379 diff --git a/results/TimesFM-1.0/Australia_Solar/H/medium/predictions.npz b/results/TimesFM-1.0/Australia_Solar/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..137b9aefc83ceb84d214223acdc9cdd10b40909c --- /dev/null +++ b/results/TimesFM-1.0/Australia_Solar/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26e662ee1adbfa611f780f3646062642327347a6a0a6ee2b97ed2244a31b6f2b +size 123384 diff --git a/results/TimesFM-1.0/Australia_Solar/H/short/config.json b/results/TimesFM-1.0/Australia_Solar/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..232caf010dea113cd0238a84a9caa1e831ecc7f5 --- /dev/null +++ b/results/TimesFM-1.0/Australia_Solar/H/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Australia_Solar/H/short", + "num_series": 1, + "num_windows": 105, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-1.0-200M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Australia_Solar/H/short/metrics.npz b/results/TimesFM-1.0/Australia_Solar/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd2f9545e5590684aa4ba524b15742937f4b35ab --- /dev/null +++ b/results/TimesFM-1.0/Australia_Solar/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:240a78723db4553de56af5fed76970be034c5944498a5234e82a8b688f6c787c +size 20781 diff --git a/results/TimesFM-1.0/Australia_Solar/H/short/predictions.npz b/results/TimesFM-1.0/Australia_Solar/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..20232bdc4dff33f25ff0261f3927ef1e43b4171f --- /dev/null +++ b/results/TimesFM-1.0/Australia_Solar/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0050a60aa7e4ee1d587bec26ee2366f8258bac8608f1290827061d1dc4728dd5 +size 123285 diff --git a/results/TimesFM-1.0/Auto_Production_SF/M/short/config.json b/results/TimesFM-1.0/Auto_Production_SF/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b0df98e426d836086516ffd4f7be0db390e9da5f --- /dev/null +++ b/results/TimesFM-1.0/Auto_Production_SF/M/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Auto_Production_SF/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Auto_Production_SF/M/short/metrics.npz b/results/TimesFM-1.0/Auto_Production_SF/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0314ef330ae3f97600f615b521ba6a7eef3237dd --- /dev/null +++ b/results/TimesFM-1.0/Auto_Production_SF/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9caa964bd27646bc7cba7214c2b06fac5cee55e5a6f031aaa9a90f215cf5faad +size 1826 diff --git a/results/TimesFM-1.0/Auto_Production_SF/M/short/predictions.npz b/results/TimesFM-1.0/Auto_Production_SF/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..63d08e05406d30ff070872eeb7260db2da210f7c --- /dev/null +++ b/results/TimesFM-1.0/Auto_Production_SF/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1669c348bf728b6decc4ef20e4aed68368af67c8e954c65e94a4529bfde4b18b +size 1315 diff --git a/results/TimesFM-1.0/CPHL/15T/long/config.json b/results/TimesFM-1.0/CPHL/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..67f371f2530a8f22da686f76276c8f3a308134d1 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/15T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/15T/long", + "num_series": 2, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/CPHL/15T/long/metrics.npz b/results/TimesFM-1.0/CPHL/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..551fd6ed41219c8a3bbd02f8b2e61f7dfac1c765 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4bc76b83f8a50f2a6e2b04f37bd35d2a6fa4ce653f06ae49ebc8ef465c1fa9e +size 2171 diff --git a/results/TimesFM-1.0/CPHL/15T/long/predictions.npz b/results/TimesFM-1.0/CPHL/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..505e5d3096284a261a411440ba68fd63df2dc9d8 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a9597094f70807996be56667927614c6f89f98bcded9b5223ff0bd14120e31c +size 38819 diff --git a/results/TimesFM-1.0/CPHL/15T/medium/config.json b/results/TimesFM-1.0/CPHL/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7d6d80937a07169ec286150ec4fc9e32a090bcee --- /dev/null +++ b/results/TimesFM-1.0/CPHL/15T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/15T/medium", + "num_series": 2, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/CPHL/15T/medium/metrics.npz b/results/TimesFM-1.0/CPHL/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e82b482660da08eccdd12610dd6342f6f67ebc44 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0da85de4558430d41cd1de8e0c6f235c510b08ae4df745619acecb01b2cd140 +size 3471 diff --git a/results/TimesFM-1.0/CPHL/15T/medium/predictions.npz b/results/TimesFM-1.0/CPHL/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..eeaad2b37197c0c3f0dd638698cd29efa221b69d --- /dev/null +++ b/results/TimesFM-1.0/CPHL/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9076e3b643645e3d55f792c154f17680fa8974f3592ebf1a58e0dd0d7be43fc9 +size 40877 diff --git a/results/TimesFM-1.0/CPHL/15T/short/config.json b/results/TimesFM-1.0/CPHL/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..71c23489f0024ce600d330fdede5f7e6dca745dc --- /dev/null +++ b/results/TimesFM-1.0/CPHL/15T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/15T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/CPHL/15T/short/metrics.npz b/results/TimesFM-1.0/CPHL/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..08217fb9c894a00782878f5420635c508260002e --- /dev/null +++ b/results/TimesFM-1.0/CPHL/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61c2e2db3dd495783d1e3ce0a46bbba736b9b6568e51ccebdf5be0c02238b6e0 +size 15775 diff --git a/results/TimesFM-1.0/CPHL/15T/short/predictions.npz b/results/TimesFM-1.0/CPHL/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4741d57303412354e9a8a8ce8b1076313450ab53 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1d607b536041286e1b454711b885ade02017792c93549f3b6f760c1d9095bc3 +size 40705 diff --git a/results/TimesFM-1.0/CPHL/30T/long/config.json b/results/TimesFM-1.0/CPHL/30T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5299995b8d2a651d5eff0d24decef080bae751dc --- /dev/null +++ b/results/TimesFM-1.0/CPHL/30T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/30T/long", + "num_series": 2, + "num_windows": 10, + "num_variates": 1, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 144, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/CPHL/30T/long/metrics.npz b/results/TimesFM-1.0/CPHL/30T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e0258fc76b6dacd2ddbabfa96d7746495a8b2eb3 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/30T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0702d033a6ceb33ff790f651433a83695376f0fcdc4818a4b2baa6fe99c1c715 +size 2833 diff --git a/results/TimesFM-1.0/CPHL/30T/long/predictions.npz b/results/TimesFM-1.0/CPHL/30T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5685e4314c03a76ae38ebddbfb73121b1d694bfa --- /dev/null +++ b/results/TimesFM-1.0/CPHL/30T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ecddd45a6228548170f12cd75d74a2ed6e36f2fa331abd62c99a02e380a540a8 +size 40647 diff --git a/results/TimesFM-1.0/CPHL/30T/medium/config.json b/results/TimesFM-1.0/CPHL/30T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..52b7b61d164a8c57371c8b2ffba16e4a8f84d81e --- /dev/null +++ b/results/TimesFM-1.0/CPHL/30T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/30T/medium", + "num_series": 2, + "num_windows": 30, + "num_variates": 1, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 48, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/CPHL/30T/medium/metrics.npz b/results/TimesFM-1.0/CPHL/30T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5b6a93095c19ffa0083586d899d1baf87aa79e6b --- /dev/null +++ b/results/TimesFM-1.0/CPHL/30T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ef653c38ada0a9aa38c3ca3d108292d05166209606f4a1e2315dbc78ff538ba +size 5460 diff --git a/results/TimesFM-1.0/CPHL/30T/medium/predictions.npz b/results/TimesFM-1.0/CPHL/30T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cfcfc792f0183b55eeed68c8c8981a763d26c4de --- /dev/null +++ b/results/TimesFM-1.0/CPHL/30T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:767bbaaf1afc59bc9021eee95a78f05204745547ba502a79c767b90d77dce261 +size 40742 diff --git a/results/TimesFM-1.0/CPHL/30T/short/config.json b/results/TimesFM-1.0/CPHL/30T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3fdb556825c7eb23df279f2eead33d556ab8df00 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/30T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/30T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/CPHL/30T/short/metrics.npz b/results/TimesFM-1.0/CPHL/30T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ff0fc62dce37e3c73eba4531dbd790643f64b7a2 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/30T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43d458feff5e615eb0f50ff69a422f12ee10c1403a73edacaa320260ed38bca7 +size 15882 diff --git a/results/TimesFM-1.0/CPHL/30T/short/predictions.npz b/results/TimesFM-1.0/CPHL/30T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..980597e5ccd8d95c10d5d4aa85c438e8416a20ff --- /dev/null +++ b/results/TimesFM-1.0/CPHL/30T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:524fe76137bfcebf1ba7465af62eff44249c5a7b025e33d77ccf1c241924a5d6 +size 41328 diff --git a/results/TimesFM-1.0/CPHL/H/long/config.json b/results/TimesFM-1.0/CPHL/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4e01f2e01997ee564b1a27f012689b10d8429d71 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/H/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/H/long", + "num_series": 4, + "num_windows": 2, + "num_variates": 1, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 336, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/CPHL/H/long/metrics.npz b/results/TimesFM-1.0/CPHL/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..358c31c632f7a6f9174470cfedc24e9fb1416936 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37eff3b2512229cf732787f5d89128458b1897f141f7bafe7a6b251d82ff3a52 +size 2039 diff --git a/results/TimesFM-1.0/CPHL/H/long/predictions.npz b/results/TimesFM-1.0/CPHL/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..68bccbe3b511d9f01747fe507746870cbdebdca7 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39e5dd05033717e7f9ddc9d97857adb21f7e00fce65220e1dab5be9baa7b667e +size 37171 diff --git a/results/TimesFM-1.0/CPHL/H/medium/config.json b/results/TimesFM-1.0/CPHL/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..eb61158daa823f177953eefe1a151c28f7c40496 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/H/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/H/medium", + "num_series": 4, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/CPHL/H/medium/metrics.npz b/results/TimesFM-1.0/CPHL/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..012d5a1fc3cfa46900a6e2bc10e7d384f0b23303 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9dbc04962a54d06cebdb7efa8cc73c2e52977c617a571b9eed0223fed4edfd1a +size 2556 diff --git a/results/TimesFM-1.0/CPHL/H/medium/predictions.npz b/results/TimesFM-1.0/CPHL/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ac4b6edab16de92e61716cb8a2d9debac2992c66 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ec528423f29c2b3e4ea6be0a58a66a363c2d1a1f963f5b1bf03428d8968fbf9 +size 38862 diff --git a/results/TimesFM-1.0/CPHL/H/short/config.json b/results/TimesFM-1.0/CPHL/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5d63b53e1a2cc3a52e9abb14bc86eb47dc75fb6d --- /dev/null +++ b/results/TimesFM-1.0/CPHL/H/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/H/short", + "num_series": 4, + "num_windows": 28, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/CPHL/H/short/metrics.npz b/results/TimesFM-1.0/CPHL/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7c3e311df38a69fa7b33bea51275caa9cb95ba42 --- /dev/null +++ b/results/TimesFM-1.0/CPHL/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d69d8f4faf19dde4cb9b1220b333d63057f647fc765cd8f7a8019eacaf51e76 +size 8513 diff --git a/results/TimesFM-1.0/CPHL/H/short/predictions.npz b/results/TimesFM-1.0/CPHL/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9f500de93598c27115888fabcfb21eab1ec0215b --- /dev/null +++ b/results/TimesFM-1.0/CPHL/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa03b9bff5c7ae63860241c7954121fb2064ee103568e6e11f0509103bc0a73c +size 39272 diff --git a/results/TimesFM-1.0/Coastal_T_S/15T/long/config.json b/results/TimesFM-1.0/Coastal_T_S/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5c37d2f26e66e4160b765415cbb2bc2cbc4ad407 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/15T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Coastal_T_S/15T/long/metrics.npz b/results/TimesFM-1.0/Coastal_T_S/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9f231fd2f4496566d736449c0d20d771dcea2332 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b5c42e85330264ec9cdf93c527a3994933fd08f4ce1faba530e91335b4e973a +size 6261 diff --git a/results/TimesFM-1.0/Coastal_T_S/15T/long/predictions.npz b/results/TimesFM-1.0/Coastal_T_S/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ef9bb95e01ab11c6e300da381d29a5d39a53232f --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47c2d873c39ee767fb8611d9641cf08e7c3ca9fe9c61d63a470ec94beac5b4a9 +size 119579 diff --git a/results/TimesFM-1.0/Coastal_T_S/15T/medium/config.json b/results/TimesFM-1.0/Coastal_T_S/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a00834942efcfce35b4be80bc379ca8fc69b0a78 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/15T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Coastal_T_S/15T/medium/metrics.npz b/results/TimesFM-1.0/Coastal_T_S/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3435e4f3415400ab7c78e6dcf550cc9ab9252b65 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1fd079664eb805fe52dc92b21cefdfd67e66edc26d86293aed453d461a552eca +size 14818 diff --git a/results/TimesFM-1.0/Coastal_T_S/15T/medium/predictions.npz b/results/TimesFM-1.0/Coastal_T_S/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3666ee461ac2facfd12aff5c87314aac496198fc --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8b38fa7d2f363c4b44fb760c5c483c5eb0303b60136662ee63321f7815b5b06 +size 134883 diff --git a/results/TimesFM-1.0/Coastal_T_S/15T/short/config.json b/results/TimesFM-1.0/Coastal_T_S/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0435f44c951ab8ae299d2c068c58e161bca5d8e2 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/15T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Coastal_T_S/15T/short/metrics.npz b/results/TimesFM-1.0/Coastal_T_S/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d9759047fa6815e33ecfd4c42e241be9a4c63bb1 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:486d460fa5bfc20bb0c2cf767335971fb8bab81990e7d17a8392995cab11da55 +size 102801 diff --git a/results/TimesFM-1.0/Coastal_T_S/15T/short/predictions.npz b/results/TimesFM-1.0/Coastal_T_S/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4bbf2cd90dba1910479fb67b407ca6342631c864 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65fb975185796fa8b31ad9eb96d8512acfb66dea1ae478e5c346295c0a5ee96b +size 154860 diff --git a/results/TimesFM-1.0/Coastal_T_S/20T/long/config.json b/results/TimesFM-1.0/Coastal_T_S/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..853c7beec79fa38c8113cc0547d14f6bc6c991af --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/20T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/20T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 216, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Coastal_T_S/20T/long/metrics.npz b/results/TimesFM-1.0/Coastal_T_S/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d5d0f29623c414e6ab2dafb251c7d6c2094fa0be --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68d60ea86f313bb48f0dfde1685a6d625efc21943c2c01bbc98cf415049133e4 +size 2481 diff --git a/results/TimesFM-1.0/Coastal_T_S/20T/long/predictions.npz b/results/TimesFM-1.0/Coastal_T_S/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8460b569284347f702616be6879473dd6667cd58 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc68ace2285908b93abe3c97c862b42e1379de41c83bf63d1a6c66e09c8f0488 +size 18950 diff --git a/results/TimesFM-1.0/Coastal_T_S/20T/medium/config.json b/results/TimesFM-1.0/Coastal_T_S/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e28be782b0c878d7b40654d12a364e4058252d01 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/20T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/20T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 72, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Coastal_T_S/20T/medium/metrics.npz b/results/TimesFM-1.0/Coastal_T_S/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f10e737608544bec903049cd9596a45edf15c9f1 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a46641664b33bc547917c5ef19f191d4eccf499a6fab1f37305822c0bea7f98a +size 4357 diff --git a/results/TimesFM-1.0/Coastal_T_S/20T/medium/predictions.npz b/results/TimesFM-1.0/Coastal_T_S/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e17741836205988f064d74ff0b8290e7a1d08c0d --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7cbfee31200bf6f40934bc843659385687d0117e1383a6595feb556e57ccc649 +size 20276 diff --git a/results/TimesFM-1.0/Coastal_T_S/20T/short/config.json b/results/TimesFM-1.0/Coastal_T_S/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7f652e744a2f71abf39b22d4209e28c955c48367 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/20T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/20T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 9, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Coastal_T_S/20T/short/metrics.npz b/results/TimesFM-1.0/Coastal_T_S/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ef56a63c95fca1ddced4f892f378b0c6b61a0f16 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d10f2ae25fdd83a9c48a77b1303fcd3641639a8ef9eced39517cf735a6c77233 +size 21758 diff --git a/results/TimesFM-1.0/Coastal_T_S/20T/short/predictions.npz b/results/TimesFM-1.0/Coastal_T_S/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6d4b0ab8594bcdc5e7dfd50b1810fc2a04d6cd9e --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b7cdd24d18fe08e0457aec9ca6f133dea873b6f3e3c3de8eb118ce36251de39 +size 22265 diff --git a/results/TimesFM-1.0/Coastal_T_S/5T/long/config.json b/results/TimesFM-1.0/Coastal_T_S/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c03535d7c9bb215b58d222ddb61d9236df9ffa0c --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/5T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/5T/long", + "num_series": 18, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 864, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Coastal_T_S/5T/long/metrics.npz b/results/TimesFM-1.0/Coastal_T_S/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..09875bcf2cc50d2331626e90288d657bdd07289c --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9193d0353b483673204dc4decfe5033cdce3713d955e36b0d5659e60ec3026b0 +size 17759 diff --git a/results/TimesFM-1.0/Coastal_T_S/5T/long/predictions.npz b/results/TimesFM-1.0/Coastal_T_S/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5ac65bf9706f51d89e1ea49b2d45fb61f36cfa4d --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6973b2ee7b8879f164e69a69389613a30f9ad977611fca74e2fb0ba4d07c5da +size 763283 diff --git a/results/TimesFM-1.0/Coastal_T_S/5T/medium/config.json b/results/TimesFM-1.0/Coastal_T_S/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f4953f7040098b5e7ca4d109c3ef1622a0020aed --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/5T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/5T/medium", + "num_series": 18, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Coastal_T_S/5T/medium/metrics.npz b/results/TimesFM-1.0/Coastal_T_S/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f8a89a2ed2ff7338623c048f07115817c60553fe --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:03a391d58261e992e1f31f243eff936f8332d4f211793d48b1adc6e179e34404 +size 48564 diff --git a/results/TimesFM-1.0/Coastal_T_S/5T/medium/predictions.npz b/results/TimesFM-1.0/Coastal_T_S/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e0f8a53370fa84486ba8a73af1990eeab82054a8 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:504870632b31e297f878a2719e78566c9925e50f8387e893ef31f8156bef9300 +size 1114431 diff --git a/results/TimesFM-1.0/Coastal_T_S/5T/short/config.json b/results/TimesFM-1.0/Coastal_T_S/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8ed14bc94de64dd88dae8b087602e46458acacaf --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/5T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/5T/short", + "num_series": 18, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 36, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Coastal_T_S/5T/short/metrics.npz b/results/TimesFM-1.0/Coastal_T_S/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6b5e6adaf824eb8a6503f291ff5f066713aec061 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb288ffce1994c0aef9b644991778723f93fbf4b084f122057cb9c50be97d1e1 +size 368539 diff --git a/results/TimesFM-1.0/Coastal_T_S/5T/short/predictions.npz b/results/TimesFM-1.0/Coastal_T_S/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..25cf984fea15f7457c1fec7f9225769024e1fc84 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9fe05a363e4f26c484fbe8854d6ec81c26fa44a6c8e13171059707da14b5527 +size 1317061 diff --git a/results/TimesFM-1.0/Coastal_T_S/H/long/config.json b/results/TimesFM-1.0/Coastal_T_S/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c3346fa7be2b9707ff266cd8e03220f7ce4299a7 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/H/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/H/long", + "num_series": 24, + "num_windows": 2, + "num_variates": 3, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 336, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Coastal_T_S/H/long/metrics.npz b/results/TimesFM-1.0/Coastal_T_S/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..71b9faef30f0cb3fe9fba5d456260ea661bfaefe --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3375c84b3501b1edd709e0905ad56efb11f65ce559dfbf713a66c3de4363f7e +size 10415 diff --git a/results/TimesFM-1.0/Coastal_T_S/H/long/predictions.npz b/results/TimesFM-1.0/Coastal_T_S/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bc96c50d80acb6554f20deb82c9b39d0639e7d4b --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d11463b6095c52a1f92480f3e3e52cc965c7e730cde40dc7e01bfc861ead47c7 +size 271422 diff --git a/results/TimesFM-1.0/Coastal_T_S/H/medium/config.json b/results/TimesFM-1.0/Coastal_T_S/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2aafadf02cbaed45bb9d175e5c85723e1b532406 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/H/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/H/medium", + "num_series": 24, + "num_windows": 4, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Coastal_T_S/H/medium/metrics.npz b/results/TimesFM-1.0/Coastal_T_S/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0fee738c622b51eb9c23ee8d22c1f5ef7815d523 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:956c504fcd7292ca22c2c9dc0126a283c2ca2af995fa599a49af618b807ff9ac +size 18641 diff --git a/results/TimesFM-1.0/Coastal_T_S/H/medium/predictions.npz b/results/TimesFM-1.0/Coastal_T_S/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f7d6fe3df39933f972524f2d30c16624c9b20ba9 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2458a135d45a72a604b881c8939187b6a20f0c6759f06e7b9cb33c61a66717d2 +size 316613 diff --git a/results/TimesFM-1.0/Coastal_T_S/H/short/config.json b/results/TimesFM-1.0/Coastal_T_S/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3830e002808ff76708cb5ddfcc2e7cc7ac47995c --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/H/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/H/short", + "num_series": 24, + "num_windows": 28, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Coastal_T_S/H/short/metrics.npz b/results/TimesFM-1.0/Coastal_T_S/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..960bad50c8501f5496795ded52fa247b2f84e5a8 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d403bf38a321b32e2b3642f87b13ed2c158124f591efca80faf5750b2421dd1a +size 114636 diff --git a/results/TimesFM-1.0/Coastal_T_S/H/short/predictions.npz b/results/TimesFM-1.0/Coastal_T_S/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..980916f99d99574e63ec095f97f75b93b24354e9 --- /dev/null +++ b/results/TimesFM-1.0/Coastal_T_S/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c13375db0afd7b568620b0b53b91759d5f22552e26b4e38288b85a0ec9470967 +size 350140 diff --git a/results/TimesFM-1.0/Commodity_Import/M/short/config.json b/results/TimesFM-1.0/Commodity_Import/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e598036225795e8eae5a2362063b527bddf39e28 --- /dev/null +++ b/results/TimesFM-1.0/Commodity_Import/M/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Commodity_Import/M/short", + "num_series": 8, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Commodity_Import/M/short/metrics.npz b/results/TimesFM-1.0/Commodity_Import/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f5e4e9e74246853131f604e44c8bdc35d2dd64a2 --- /dev/null +++ b/results/TimesFM-1.0/Commodity_Import/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3464fec2516200586f931f7f9067280f4421d9afeb0d64d6f94d285444299c32 +size 4086 diff --git a/results/TimesFM-1.0/Commodity_Import/M/short/predictions.npz b/results/TimesFM-1.0/Commodity_Import/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..24bea4f5a1d548b335b433a3fc93c7410d7ab35f --- /dev/null +++ b/results/TimesFM-1.0/Commodity_Import/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a257965b1e1574cb488d862805499d81a4d55800993c601f8cde98a6d1ca05d6 +size 7958 diff --git a/results/TimesFM-1.0/Commodity_Production/M/short/config.json b/results/TimesFM-1.0/Commodity_Production/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8b5a106dc2dd2f4dc8959cde060b6a87031fa25f --- /dev/null +++ b/results/TimesFM-1.0/Commodity_Production/M/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Commodity_Production/M/short", + "num_series": 32, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Commodity_Production/M/short/metrics.npz b/results/TimesFM-1.0/Commodity_Production/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..99f8b8ea64507ff6c3c6bb8e1850f95062c484d6 --- /dev/null +++ b/results/TimesFM-1.0/Commodity_Production/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:523c0d1a24b1f1b837e6e682072be0880251876ffee97c978a5fb8dbe3615a67 +size 11181 diff --git a/results/TimesFM-1.0/Commodity_Production/M/short/predictions.npz b/results/TimesFM-1.0/Commodity_Production/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d44d524dabc3f9e7740d621ffe753406e0f906ac --- /dev/null +++ b/results/TimesFM-1.0/Commodity_Production/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c277db67e02635b9ef65f013e5c3225c37c80e43b352fc5ac68c200ab29e0614 +size 29511 diff --git a/results/TimesFM-1.0/Crypto/D/short/config.json b/results/TimesFM-1.0/Crypto/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c74df76eeb7f1588dd070d62a392ecda44c472ec --- /dev/null +++ b/results/TimesFM-1.0/Crypto/D/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Crypto/D/short", + "num_series": 1, + "num_windows": 9, + "num_variates": 4, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-1.0-200M", + "horizon_len": 30, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Crypto/D/short/metrics.npz b/results/TimesFM-1.0/Crypto/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c321ee3617f3493f7198c23b8541517c8ba38103 --- /dev/null +++ b/results/TimesFM-1.0/Crypto/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59656b7f942d44c59e22577d31a5d8969ff4eb374fc4cbfcd1161a9bcd3471b3 +size 3846 diff --git a/results/TimesFM-1.0/Crypto/D/short/predictions.npz b/results/TimesFM-1.0/Crypto/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e364fe298e40c8c16f1532ef1340063c27ef84ac --- /dev/null +++ b/results/TimesFM-1.0/Crypto/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b8e374ac39138814f436671b51dc3e980a3db16117781931b94e4f9172d325f +size 15299 diff --git a/results/TimesFM-1.0/ECDC_COVID/D/short/config.json b/results/TimesFM-1.0/ECDC_COVID/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..99b42f1aa12d73269a840201693126758ede701d --- /dev/null +++ b/results/TimesFM-1.0/ECDC_COVID/D/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "ECDC_COVID/D/short", + "num_series": 9, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 30, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/ECDC_COVID/D/short/metrics.npz b/results/TimesFM-1.0/ECDC_COVID/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8e4a0781b76faddeeaec6e0faf6b0ae37bd16ba6 --- /dev/null +++ b/results/TimesFM-1.0/ECDC_COVID/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16088863a1eece5510980a3542c414c35832c048c7bf2e929e30cde517261498 +size 4441 diff --git a/results/TimesFM-1.0/ECDC_COVID/D/short/predictions.npz b/results/TimesFM-1.0/ECDC_COVID/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ae5add69a6db457252ce67a0b4c4db66230d1ceb --- /dev/null +++ b/results/TimesFM-1.0/ECDC_COVID/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:223f5ad741cba78e5d35f7285148a08f1698e16fe4c093b86cbd0f448aa2ce7d +size 21535 diff --git a/results/TimesFM-1.0/ECDC_COVID/W/short/config.json b/results/TimesFM-1.0/ECDC_COVID/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f3b76c900b53d862087be4626558d749e7992221 --- /dev/null +++ b/results/TimesFM-1.0/ECDC_COVID/W/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "ECDC_COVID/W/short", + "num_series": 16, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 13, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/ECDC_COVID/W/short/metrics.npz b/results/TimesFM-1.0/ECDC_COVID/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dff286affea82bdce7910b069eaccfc1e7e8ee07 --- /dev/null +++ b/results/TimesFM-1.0/ECDC_COVID/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25096ee34fa4e3a23efe84d03a0cc4cc2a70ff96e252232df9ecbda1588d25db +size 5687 diff --git a/results/TimesFM-1.0/ECDC_COVID/W/short/predictions.npz b/results/TimesFM-1.0/ECDC_COVID/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..85780a1b29ff38d603cfd99044701aaad18db95b --- /dev/null +++ b/results/TimesFM-1.0/ECDC_COVID/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b0c25404af8360d390975f3498db9f6d9b0f26ed34ca452c7b2f4737294fe87 +size 14391 diff --git a/results/TimesFM-1.0/EWELD_Load/15T/long/config.json b/results/TimesFM-1.0/EWELD_Load/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1828fc57a23c1a5e70babc084239412039d52906 --- /dev/null +++ b/results/TimesFM-1.0/EWELD_Load/15T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "EWELD_Load/15T/long", + "num_series": 1, + "num_windows": 2, + "num_variates": 10, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 672, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/EWELD_Load/15T/long/metrics.npz b/results/TimesFM-1.0/EWELD_Load/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..344599da886490848e9f67c1c62fb023bcd067d0 --- /dev/null +++ b/results/TimesFM-1.0/EWELD_Load/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:905f041c3af58f17d4ed97b761099bd1790ee789e3c83ad7de7f635836100c6c +size 2841 diff --git a/results/TimesFM-1.0/EWELD_Load/15T/long/predictions.npz b/results/TimesFM-1.0/EWELD_Load/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cd9352028de5a3ddbba37e4b2219a725cd6aa23f --- /dev/null +++ b/results/TimesFM-1.0/EWELD_Load/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:390957486d029f9b076c799a3bad68a15cdc72cbfc05196f1010538e37c52561 +size 193150 diff --git a/results/TimesFM-1.0/EWELD_Load/15T/medium/config.json b/results/TimesFM-1.0/EWELD_Load/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..42c6f74c2cd678167575546b2b45d0daf1c3be49 --- /dev/null +++ b/results/TimesFM-1.0/EWELD_Load/15T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "EWELD_Load/15T/medium", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/EWELD_Load/15T/medium/metrics.npz b/results/TimesFM-1.0/EWELD_Load/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f43579a2304f19f60af3c25878018d05f7a1a5ef --- /dev/null +++ b/results/TimesFM-1.0/EWELD_Load/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:854feed2aa9d36cea4154fdacabaab1a4f9d89776b8c823650eb32d857b7d370 +size 10214 diff --git a/results/TimesFM-1.0/EWELD_Load/15T/medium/predictions.npz b/results/TimesFM-1.0/EWELD_Load/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c17f6e4f98c5ccf238496f8ddc1873a1ea71790d --- /dev/null +++ b/results/TimesFM-1.0/EWELD_Load/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a6a2eefe9ec5b61c742260b72acbc37688336abf7e6e7ef2de21320441862f0 +size 209983 diff --git a/results/TimesFM-1.0/EWELD_Load/15T/short/config.json b/results/TimesFM-1.0/EWELD_Load/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d168f90e58b8e834c2668fc441d94968cfb54bed --- /dev/null +++ b/results/TimesFM-1.0/EWELD_Load/15T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "EWELD_Load/15T/short", + "num_series": 1, + "num_windows": 56, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/EWELD_Load/15T/short/metrics.npz b/results/TimesFM-1.0/EWELD_Load/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ec700876305c1063ac3b6bb8773c6079bbeacd74 --- /dev/null +++ b/results/TimesFM-1.0/EWELD_Load/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:893df591d7dd4f2e0f6f0e24721d333c1df9305a5d5056e9d2baa96b7c444968 +size 34568 diff --git a/results/TimesFM-1.0/EWELD_Load/15T/short/predictions.npz b/results/TimesFM-1.0/EWELD_Load/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e30eed8fa47f2a3228d558b390991093ed7114e9 --- /dev/null +++ b/results/TimesFM-1.0/EWELD_Load/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0cb8a29fd47dd85b0ed465abb24080e49779669f2453d365e8f332ed3bc43b0b +size 212737 diff --git a/results/TimesFM-1.0/Finland_Traffic/15T/long/config.json b/results/TimesFM-1.0/Finland_Traffic/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..eed4b4b1d94063b196288beb62acfceec6551e72 --- /dev/null +++ b/results/TimesFM-1.0/Finland_Traffic/15T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Finland_Traffic/15T/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 672, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Finland_Traffic/15T/long/metrics.npz b/results/TimesFM-1.0/Finland_Traffic/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4a4e9710e2a5edb582f97c04e179b4b2ef76e338 --- /dev/null +++ b/results/TimesFM-1.0/Finland_Traffic/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cbf13822d815f6faa53fedb3b8dc1f61cb246e81a0a9d329a876b1f8d864523f +size 1768 diff --git a/results/TimesFM-1.0/Finland_Traffic/15T/long/predictions.npz b/results/TimesFM-1.0/Finland_Traffic/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..abd8e9834c17169aeb0f6ed605d7daac1e1e0510 --- /dev/null +++ b/results/TimesFM-1.0/Finland_Traffic/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8854799bbdc77c3b8e3110d8d2871af3f190168f9236aeb4b859cb66ab35fb64 +size 41680 diff --git a/results/TimesFM-1.0/Finland_Traffic/15T/medium/config.json b/results/TimesFM-1.0/Finland_Traffic/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0cda2b8e4afdaf18831962e98b3f21fc120bf0ff --- /dev/null +++ b/results/TimesFM-1.0/Finland_Traffic/15T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Finland_Traffic/15T/medium", + "num_series": 1, + "num_windows": 31, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Finland_Traffic/15T/medium/metrics.npz b/results/TimesFM-1.0/Finland_Traffic/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cc016ce69a4e11d8ec9279db16b4b68ae5e51771 --- /dev/null +++ b/results/TimesFM-1.0/Finland_Traffic/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac790820a8cbdfb494895efbdf7a7c2af21e782c7290f14a6849aeca336a74c1 +size 3507 diff --git a/results/TimesFM-1.0/Finland_Traffic/15T/medium/predictions.npz b/results/TimesFM-1.0/Finland_Traffic/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6c6946559fa71910ff98cbb550806a1152c62058 --- /dev/null +++ b/results/TimesFM-1.0/Finland_Traffic/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2757c96a81a68a2cd48eae97467b0849b8584dcfe78d70466497fcc08f4fefe2 +size 46574 diff --git a/results/TimesFM-1.0/Finland_Traffic/15T/short/config.json b/results/TimesFM-1.0/Finland_Traffic/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a3b04a507f489697f39259b07642d728eae1a655 --- /dev/null +++ b/results/TimesFM-1.0/Finland_Traffic/15T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Finland_Traffic/15T/short", + "num_series": 1, + "num_windows": 186, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 16, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Finland_Traffic/15T/short/metrics.npz b/results/TimesFM-1.0/Finland_Traffic/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d3044de1224dffc4bf866beac07f62179bdce926 --- /dev/null +++ b/results/TimesFM-1.0/Finland_Traffic/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a64997519edb9f111324c76daa0771244aaabf7690cf5ca9d5904bb47c101843 +size 12626 diff --git a/results/TimesFM-1.0/Finland_Traffic/15T/short/predictions.npz b/results/TimesFM-1.0/Finland_Traffic/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..57844861f82be1342672c0fb29af9a6d5fac9b24 --- /dev/null +++ b/results/TimesFM-1.0/Finland_Traffic/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8d18a8684cfb0798c873674bd327d5b7b3b42f1a2ded17c19358030635291f5 +size 46636 diff --git a/results/TimesFM-1.0/Global_Influenza/W/short/config.json b/results/TimesFM-1.0/Global_Influenza/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5785e8173b3056bc78b3fdaf51713c660fb5ab78 --- /dev/null +++ b/results/TimesFM-1.0/Global_Influenza/W/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Global_Influenza/W/short", + "num_series": 15, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-1.0-200M", + "horizon_len": 13, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Global_Influenza/W/short/metrics.npz b/results/TimesFM-1.0/Global_Influenza/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c8cd9c92c4df6793a0e208040acc4108f460e7f9 --- /dev/null +++ b/results/TimesFM-1.0/Global_Influenza/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f4931361dcb0a53b1b652ba6956e5ce1f799041739779bab305b84808ac087c +size 15820 diff --git a/results/TimesFM-1.0/Global_Influenza/W/short/predictions.npz b/results/TimesFM-1.0/Global_Influenza/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e4645cb57ca2f1ef252d88a39f887df14be02784 --- /dev/null +++ b/results/TimesFM-1.0/Global_Influenza/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f0cabae14ff588249be686ff006a8094d17c312004fffac66370bf03270cfab +size 51666 diff --git a/results/TimesFM-1.0/Global_Price/Q/short/config.json b/results/TimesFM-1.0/Global_Price/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9bea775df35d440cb0da66cd37d3beef42d762d0 --- /dev/null +++ b/results/TimesFM-1.0/Global_Price/Q/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Global_Price/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 60, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 4, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Global_Price/Q/short/metrics.npz b/results/TimesFM-1.0/Global_Price/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..40afc765f0bee13124ad3bfb89a4793b512ed6d4 --- /dev/null +++ b/results/TimesFM-1.0/Global_Price/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5fd87a8adaad9795fc3ff9d344698bf83771c6205ec155cb00faa9b92f16e84 +size 19102 diff --git a/results/TimesFM-1.0/Global_Price/Q/short/predictions.npz b/results/TimesFM-1.0/Global_Price/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f691d34280159d651a19f9aa6676b9c949cb5d0e --- /dev/null +++ b/results/TimesFM-1.0/Global_Price/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4af85a8ee5f96804119099ebbfffaec2428221e50aa03a7508cba882ecad9707 +size 20066 diff --git a/results/TimesFM-1.0/Housing_Inventory/M/short/config.json b/results/TimesFM-1.0/Housing_Inventory/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..75e56934172a8d0c1e90c1de7026c2f6c9456d67 --- /dev/null +++ b/results/TimesFM-1.0/Housing_Inventory/M/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Housing_Inventory/M/short", + "num_series": 1, + "num_windows": 3, + "num_variates": 4, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-1.0-200M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Housing_Inventory/M/short/metrics.npz b/results/TimesFM-1.0/Housing_Inventory/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5d45533105ce0558c18eabae541c902fdbba4888 --- /dev/null +++ b/results/TimesFM-1.0/Housing_Inventory/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4046a255261a2c56f83466ba835c24faafb1851bdfc8205ab56c7ffd817d282 +size 2276 diff --git a/results/TimesFM-1.0/Housing_Inventory/M/short/predictions.npz b/results/TimesFM-1.0/Housing_Inventory/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1ac26230ae6aacf74d3f56f5ea3e54b8dc9b1ef8 --- /dev/null +++ b/results/TimesFM-1.0/Housing_Inventory/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:521855d3f55ddbd6091e2a8c5ff9e0f0a7a235799b4c5249d0f012652c6f390a +size 2628 diff --git a/results/TimesFM-1.0/JOLTS/M/short/config.json b/results/TimesFM-1.0/JOLTS/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dd7240bbbdfa2f0ad80384b850e2b2b316a56082 --- /dev/null +++ b/results/TimesFM-1.0/JOLTS/M/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "JOLTS/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/JOLTS/M/short/metrics.npz b/results/TimesFM-1.0/JOLTS/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..30a9e05b8d1a40e484d3612c69c1aa91802df5db --- /dev/null +++ b/results/TimesFM-1.0/JOLTS/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b8f79493a67bb568f352e6477803c7d05dfb49b4b12a258a1906c8b6b7cb5b9 +size 3434 diff --git a/results/TimesFM-1.0/JOLTS/M/short/predictions.npz b/results/TimesFM-1.0/JOLTS/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7d19e26f8bf9684378524c5050c4b5dd270124b6 --- /dev/null +++ b/results/TimesFM-1.0/JOLTS/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2d12129d09feb4e358d59a459d61e791f3399c69f298ad06b521cbe174ceeae +size 5971 diff --git a/results/TimesFM-1.0/Job_Claims/W/short/config.json b/results/TimesFM-1.0/Job_Claims/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..659bd8f9b579b2e54275793dcea52f1b92b29fbf --- /dev/null +++ b/results/TimesFM-1.0/Job_Claims/W/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Job_Claims/W/short", + "num_series": 1, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-1.0-200M", + "horizon_len": 13, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Job_Claims/W/short/metrics.npz b/results/TimesFM-1.0/Job_Claims/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9d8e3da36b8005fb541219ddc58de92176c77fdc --- /dev/null +++ b/results/TimesFM-1.0/Job_Claims/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b2fca2617ce19fd227d26e4f8c7911da480110b4200d50acc71d4bba69bce742 +size 2030 diff --git a/results/TimesFM-1.0/Job_Claims/W/short/predictions.npz b/results/TimesFM-1.0/Job_Claims/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b8f6384a02adb49768b2cf72505161ba1c991f92 --- /dev/null +++ b/results/TimesFM-1.0/Job_Claims/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40a89233873632d07dffaf0f516ef0e7aba9e1853bdeef05c735057da0965d55 +size 1759 diff --git a/results/TimesFM-1.0/MetroPT-3/5T/long/config.json b/results/TimesFM-1.0/MetroPT-3/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..df4d4d03b2ef014d8550a3f19874128404e0c9e6 --- /dev/null +++ b/results/TimesFM-1.0/MetroPT-3/5T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "MetroPT-3/5T/long", + "num_series": 1, + "num_windows": 3, + "num_variates": 6, + "prediction_length": 576, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 576, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/MetroPT-3/5T/long/metrics.npz b/results/TimesFM-1.0/MetroPT-3/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..17793df0068f6f432e03e68eebf6aedd7533036a --- /dev/null +++ b/results/TimesFM-1.0/MetroPT-3/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f7ef3c7475636a9aa4b7a5a0f9590fd16561c6252422fae217b3ef7d240f384 +size 2703 diff --git a/results/TimesFM-1.0/MetroPT-3/5T/long/predictions.npz b/results/TimesFM-1.0/MetroPT-3/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bdce585ff24fb850535d6e56b2a4a77fe86d5459 --- /dev/null +++ b/results/TimesFM-1.0/MetroPT-3/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f50894db1c1180e86fc923208665951272c225549f6dd63b24d8cf612d4661d +size 97570 diff --git a/results/TimesFM-1.0/MetroPT-3/5T/medium/config.json b/results/TimesFM-1.0/MetroPT-3/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e20b449f12118f7356a06e3237dc95a6da8c23b5 --- /dev/null +++ b/results/TimesFM-1.0/MetroPT-3/5T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "MetroPT-3/5T/medium", + "num_series": 1, + "num_windows": 6, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/MetroPT-3/5T/medium/metrics.npz b/results/TimesFM-1.0/MetroPT-3/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0051a9f280376c0607759804d5aa695b2da7bf92 --- /dev/null +++ b/results/TimesFM-1.0/MetroPT-3/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be32c4b37ca6c58238a85e519cb475356f61d0ca8b8999d8e42d5cf2395dfef9 +size 3908 diff --git a/results/TimesFM-1.0/MetroPT-3/5T/medium/predictions.npz b/results/TimesFM-1.0/MetroPT-3/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..11cfbf856258e5f6ea8f61f21cc1640e7e15a6c7 --- /dev/null +++ b/results/TimesFM-1.0/MetroPT-3/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d748cefd488dfef2ae95696f816075a0dab5f3de39546f6ce951d8a27c1d39f3 +size 116149 diff --git a/results/TimesFM-1.0/MetroPT-3/5T/short/config.json b/results/TimesFM-1.0/MetroPT-3/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..151821886eaa3b040fdf23aeb22db6cbd71f9c42 --- /dev/null +++ b/results/TimesFM-1.0/MetroPT-3/5T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "MetroPT-3/5T/short", + "num_series": 1, + "num_windows": 36, + "num_variates": 6, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 48, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/MetroPT-3/5T/short/metrics.npz b/results/TimesFM-1.0/MetroPT-3/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..57567d6a633c28457a57db8f35ee5b7a66e318fa --- /dev/null +++ b/results/TimesFM-1.0/MetroPT-3/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15fca45ab4f5de86d19c60aecc2e0f95a086ab0220c3e7538b6c867d984f0493 +size 14407 diff --git a/results/TimesFM-1.0/MetroPT-3/5T/short/predictions.npz b/results/TimesFM-1.0/MetroPT-3/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2f421b2ecae96358097acd95adea898c86260f12 --- /dev/null +++ b/results/TimesFM-1.0/MetroPT-3/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d7abcad631ff1fba309fc46be251779b310343e7e892c6d7ea90703d25ab3d2 +size 136506 diff --git a/results/TimesFM-1.0/NE_China_Wind/H/long/config.json b/results/TimesFM-1.0/NE_China_Wind/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2afa5d370289229c6e8f4666276f531444ef3c53 --- /dev/null +++ b/results/TimesFM-1.0/NE_China_Wind/H/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "NE_China_Wind/H/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/NE_China_Wind/H/long/metrics.npz b/results/TimesFM-1.0/NE_China_Wind/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ce33b7e6f8f237f19e53ddc408dd6e85028fae5d --- /dev/null +++ b/results/TimesFM-1.0/NE_China_Wind/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe7ed5cf7429c36a63f78d0e2fca665b6602bd918951b0fed3a10ff4a06647ce +size 2563 diff --git a/results/TimesFM-1.0/NE_China_Wind/H/long/predictions.npz b/results/TimesFM-1.0/NE_China_Wind/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9800680fa78a585b2a92e8b55c5ed040b552a90c --- /dev/null +++ b/results/TimesFM-1.0/NE_China_Wind/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f436b6d691a44393dce543cad51af63423502ceb1b93dabba71f2905d9bbea22 +size 41061 diff --git a/results/TimesFM-1.0/NE_China_Wind/H/medium/config.json b/results/TimesFM-1.0/NE_China_Wind/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..eb5dc585305f93c1d8b89627f90c1adabd1cfdca --- /dev/null +++ b/results/TimesFM-1.0/NE_China_Wind/H/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "NE_China_Wind/H/medium", + "num_series": 1, + "num_windows": 10, + "num_variates": 4, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 72, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/NE_China_Wind/H/medium/metrics.npz b/results/TimesFM-1.0/NE_China_Wind/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b7641f56837fe1a9f81f8e1e7fff090f6226dc99 --- /dev/null +++ b/results/TimesFM-1.0/NE_China_Wind/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:adc385ae17a23fda826daac3a712a2561492e52e963db2a1dbf67195051cf4e1 +size 4145 diff --git a/results/TimesFM-1.0/NE_China_Wind/H/medium/predictions.npz b/results/TimesFM-1.0/NE_China_Wind/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fdbd98bd92a594373d43624a7f1697e0e220c381 --- /dev/null +++ b/results/TimesFM-1.0/NE_China_Wind/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6cd01b2778fad141e271db37dc947f396987777fca6ce247ab82595be792e3a +size 45015 diff --git a/results/TimesFM-1.0/NE_China_Wind/H/short/config.json b/results/TimesFM-1.0/NE_China_Wind/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0545e832b2aef3ce4ecff847141ee9ddc66f986f --- /dev/null +++ b/results/TimesFM-1.0/NE_China_Wind/H/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "NE_China_Wind/H/short", + "num_series": 1, + "num_windows": 30, + "num_variates": 4, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/NE_China_Wind/H/short/metrics.npz b/results/TimesFM-1.0/NE_China_Wind/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..118738f83c0007799e201e79d23c8d0adebc96c5 --- /dev/null +++ b/results/TimesFM-1.0/NE_China_Wind/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19f0eaa24d1bdfaabbb649812d6146d526f6629f5109fdbb83656b97ba5f6f05 +size 8956 diff --git a/results/TimesFM-1.0/NE_China_Wind/H/short/predictions.npz b/results/TimesFM-1.0/NE_China_Wind/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7acb8743c6c14b6e28328115c277a9d6bfa4360b --- /dev/null +++ b/results/TimesFM-1.0/NE_China_Wind/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80a5af26f3b7bd14ce1bc16702bf7534ab1ee23a81e1be076ae617176ee5ce49 +size 45237 diff --git a/results/TimesFM-1.0/Oil_Price/B/short/config.json b/results/TimesFM-1.0/Oil_Price/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..df5bd377446637171acee39d9fbcd2a0b66fcb8c --- /dev/null +++ b/results/TimesFM-1.0/Oil_Price/B/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Oil_Price/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 12, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 20, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Oil_Price/B/short/metrics.npz b/results/TimesFM-1.0/Oil_Price/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fec4df363eb02a8e7642be9b5b20f0faa8586b8f --- /dev/null +++ b/results/TimesFM-1.0/Oil_Price/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d065d74855a6f9bace14ef448ee7c79e62952802b55e4b4b47553ec5c9eb0e4f +size 26269 diff --git a/results/TimesFM-1.0/Oil_Price/B/short/predictions.npz b/results/TimesFM-1.0/Oil_Price/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..738d6b2d6fe59fa24ceee82b9904621a89b1bc09 --- /dev/null +++ b/results/TimesFM-1.0/Oil_Price/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07ba93e3a37e98b596ef461ddf940589d3b457b25bf9308fc942e8595925f7bc +size 102927 diff --git a/results/TimesFM-1.0/Online_Retail_2_UCI/D/short/config.json b/results/TimesFM-1.0/Online_Retail_2_UCI/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cce8cc3d0fa08bcd22e0996754c1a1bcc57f06af --- /dev/null +++ b/results/TimesFM-1.0/Online_Retail_2_UCI/D/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Online_Retail_2_UCI/D/short", + "num_series": 1, + "num_windows": 6, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-1.0-200M", + "horizon_len": 30, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Online_Retail_2_UCI/D/short/metrics.npz b/results/TimesFM-1.0/Online_Retail_2_UCI/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..93aac656a37538af9b1a1a6df4dd6d456abd7419 --- /dev/null +++ b/results/TimesFM-1.0/Online_Retail_2_UCI/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88cea0b5f004e94efcecac7d48aa06a546f27d4a9a24e275199326b0205d6952 +size 1901 diff --git a/results/TimesFM-1.0/Online_Retail_2_UCI/D/short/predictions.npz b/results/TimesFM-1.0/Online_Retail_2_UCI/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..523d4eae209e7e5ddf832619c2db24e32addaac3 --- /dev/null +++ b/results/TimesFM-1.0/Online_Retail_2_UCI/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dc6688efa571eddcd1c5ee795475708367921cbf42320e770b673c1448c0152 +size 3348 diff --git a/results/TimesFM-1.0/OpenElectricity_NEM/5T/long/config.json b/results/TimesFM-1.0/OpenElectricity_NEM/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b76374a383026528a7a1936d219d7f1263ad0675 --- /dev/null +++ b/results/TimesFM-1.0/OpenElectricity_NEM/5T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/long", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/OpenElectricity_NEM/5T/long/metrics.npz b/results/TimesFM-1.0/OpenElectricity_NEM/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f034792f34240f52aff64c4c065684ae7c5cab75 --- /dev/null +++ b/results/TimesFM-1.0/OpenElectricity_NEM/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35dfdc8bb92787dde6154c1b6afe629f96a71caaf75a76f30fa7abd856f83a43 +size 10260 diff --git a/results/TimesFM-1.0/OpenElectricity_NEM/5T/long/predictions.npz b/results/TimesFM-1.0/OpenElectricity_NEM/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c21d242b7e856a91517de57724ecc0d42b7b5f09 --- /dev/null +++ b/results/TimesFM-1.0/OpenElectricity_NEM/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8288db12fa497e67982d80ff4a5b91aaa0addda06245623b9eb535d94aedd6c4 +size 568427 diff --git a/results/TimesFM-1.0/OpenElectricity_NEM/5T/medium/config.json b/results/TimesFM-1.0/OpenElectricity_NEM/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0b8c8e7df17fbb04ea98b2287acbfe5c0c357800 --- /dev/null +++ b/results/TimesFM-1.0/OpenElectricity_NEM/5T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/medium", + "num_series": 1, + "num_windows": 42, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/OpenElectricity_NEM/5T/medium/metrics.npz b/results/TimesFM-1.0/OpenElectricity_NEM/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..646d19bbac2cd491d43c7d9dcbea6f5b066adaf2 --- /dev/null +++ b/results/TimesFM-1.0/OpenElectricity_NEM/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:166db4cb720f85527ee8a4080ad281311cdbdfe72168c408ec20df1945b469c0 +size 26423 diff --git a/results/TimesFM-1.0/OpenElectricity_NEM/5T/medium/predictions.npz b/results/TimesFM-1.0/OpenElectricity_NEM/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4762608b4900e9009aea56bc4c70de445d04970a --- /dev/null +++ b/results/TimesFM-1.0/OpenElectricity_NEM/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:279efac1243e69668bb816260d7beaef6e6b179566494c89e7583753f8501f87 +size 581749 diff --git a/results/TimesFM-1.0/OpenElectricity_NEM/5T/short/config.json b/results/TimesFM-1.0/OpenElectricity_NEM/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..15cc247d4f89687a0243a9276a596be78b9fa534 --- /dev/null +++ b/results/TimesFM-1.0/OpenElectricity_NEM/5T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/short", + "num_series": 1, + "num_windows": 168, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/OpenElectricity_NEM/5T/short/metrics.npz b/results/TimesFM-1.0/OpenElectricity_NEM/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7bdd6d1778766db6362c73a783f3b7b4d9c31f68 --- /dev/null +++ b/results/TimesFM-1.0/OpenElectricity_NEM/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a05de2299cb8af63cf694cec7a7f02af84eb32a43ba4f48ff8ed4548538a2c8f +size 98713 diff --git a/results/TimesFM-1.0/OpenElectricity_NEM/5T/short/predictions.npz b/results/TimesFM-1.0/OpenElectricity_NEM/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ae8a1bd9ee16e87375f78dc17a5b48ca8f796412 --- /dev/null +++ b/results/TimesFM-1.0/OpenElectricity_NEM/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a4bddb0cf178bcaa4298c95b5a7f0cada5ebb933652e2740fe545e93e3fd5a0 +size 582079 diff --git a/results/TimesFM-1.0/Port_Activity/D/short/config.json b/results/TimesFM-1.0/Port_Activity/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..352878a0e8a20d7cd761168bba3502dab93cc936 --- /dev/null +++ b/results/TimesFM-1.0/Port_Activity/D/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Port_Activity/D/short", + "num_series": 99, + "num_windows": 12, + "num_variates": 2, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-1.0-200M", + "horizon_len": 30, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Port_Activity/D/short/metrics.npz b/results/TimesFM-1.0/Port_Activity/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f65c87ba81a3b195c63177531b8386b242f5d703 --- /dev/null +++ b/results/TimesFM-1.0/Port_Activity/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a0aa29c261ec6c2e9496091ad5e9c13aa44d86903bb0361892867924aeabac1 +size 141224 diff --git a/results/TimesFM-1.0/Port_Activity/D/short/predictions.npz b/results/TimesFM-1.0/Port_Activity/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1def905c674733a3dec08aed86a286c16a3e27b6 --- /dev/null +++ b/results/TimesFM-1.0/Port_Activity/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:225aa047ea9d4a59235de613f45a8432ab49196dfe3aa49212952f11c393e974 +size 1118479 diff --git a/results/TimesFM-1.0/Port_Activity/W/short/config.json b/results/TimesFM-1.0/Port_Activity/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..505bbba0c14d39e29e5b4727da0ec20a8f51381a --- /dev/null +++ b/results/TimesFM-1.0/Port_Activity/W/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Port_Activity/W/short", + "num_series": 99, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-1.0-200M", + "horizon_len": 13, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Port_Activity/W/short/metrics.npz b/results/TimesFM-1.0/Port_Activity/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..522dfc0a7f66195038018efa123cef2be9ebb9b2 --- /dev/null +++ b/results/TimesFM-1.0/Port_Activity/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9267de8e7b9bddf6e5b483ca07f84e81db7c3957c09ada5e0d0464bf064f342 +size 47825 diff --git a/results/TimesFM-1.0/Port_Activity/W/short/predictions.npz b/results/TimesFM-1.0/Port_Activity/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a99fc77811c4bec3bf291820a920f8eb12002487 --- /dev/null +++ b/results/TimesFM-1.0/Port_Activity/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b68760142977c6441b2cca12531d2bfd5ec7ddf7b42f6bd13d330f5df8e9067 +size 157837 diff --git a/results/TimesFM-1.0/SG_Carpark/15T/long/config.json b/results/TimesFM-1.0/SG_Carpark/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..491fd7a8298a60d483033383e06e2b12c4661e0b --- /dev/null +++ b/results/TimesFM-1.0/SG_Carpark/15T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_Carpark/15T/long", + "num_series": 354, + "num_windows": 1, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 672, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/SG_Carpark/15T/long/metrics.npz b/results/TimesFM-1.0/SG_Carpark/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..435e6bc397747efb3c50d509f5cdfb816b6e1e85 --- /dev/null +++ b/results/TimesFM-1.0/SG_Carpark/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8b7479919eddf11efc00f3bcf57f804c4fada63c598a9ac031d9eb16aaa723c +size 22745 diff --git a/results/TimesFM-1.0/SG_Carpark/15T/long/predictions.npz b/results/TimesFM-1.0/SG_Carpark/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4723b24e831e69907515bd6707376228f685c920 --- /dev/null +++ b/results/TimesFM-1.0/SG_Carpark/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12198351b728576d221fd06f9bba7ae57fed6e658d81b0424515acff070e4014 +size 2677545 diff --git a/results/TimesFM-1.0/SG_Carpark/15T/medium/config.json b/results/TimesFM-1.0/SG_Carpark/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..95ab86f6d1b80d5a4cf3a76e28e6d5a4e4810f1a --- /dev/null +++ b/results/TimesFM-1.0/SG_Carpark/15T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_Carpark/15T/medium", + "num_series": 354, + "num_windows": 7, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/SG_Carpark/15T/medium/metrics.npz b/results/TimesFM-1.0/SG_Carpark/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e0d9f06c3f3b2005a420b349ca446f12eccfb40e --- /dev/null +++ b/results/TimesFM-1.0/SG_Carpark/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10e1d9f165f5b8133b991f3d99fe72d06002e49e994ab6cf150db601532d191b +size 144996 diff --git a/results/TimesFM-1.0/SG_Carpark/15T/medium/predictions.npz b/results/TimesFM-1.0/SG_Carpark/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..50fed33ce5921a413157b6ce3be85f39afc94fe9 --- /dev/null +++ b/results/TimesFM-1.0/SG_Carpark/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dea5121a5bba684f68961134bab293a2f4a0361fdeb0c943bb6b7860a78e1a3f +size 2879572 diff --git a/results/TimesFM-1.0/SG_Carpark/15T/short/config.json b/results/TimesFM-1.0/SG_Carpark/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1936b4b7eea974279ae9fec9fdfc5391f8b67dcf --- /dev/null +++ b/results/TimesFM-1.0/SG_Carpark/15T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_Carpark/15T/short", + "num_series": 354, + "num_windows": 42, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 16, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/SG_Carpark/15T/short/metrics.npz b/results/TimesFM-1.0/SG_Carpark/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d1d62e29bffbebf95c2fd74e84bf7606a13545ce --- /dev/null +++ b/results/TimesFM-1.0/SG_Carpark/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c23c0770d6be6f561a2093850c6fae850f384a70d283b09a83d70a2ab0de377 +size 839695 diff --git a/results/TimesFM-1.0/SG_Carpark/15T/short/predictions.npz b/results/TimesFM-1.0/SG_Carpark/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8efe374ad49a7a0f47f7dbbb5438c24d755b192e --- /dev/null +++ b/results/TimesFM-1.0/SG_Carpark/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28b271dc7e8ccbef4e0c4f9f4f348258c3de8303203f4a9db012ce6521b6f2b4 +size 2891032 diff --git a/results/TimesFM-1.0/SG_PM25/H/long/config.json b/results/TimesFM-1.0/SG_PM25/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..174a78b448e5990a580c18a516885148cd73b299 --- /dev/null +++ b/results/TimesFM-1.0/SG_PM25/H/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_PM25/H/long", + "num_series": 1, + "num_windows": 13, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/SG_PM25/H/long/metrics.npz b/results/TimesFM-1.0/SG_PM25/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a4ca9ee57284bac513872a92996700f7594466a4 --- /dev/null +++ b/results/TimesFM-1.0/SG_PM25/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69ada6e6bb4abe0694f716cf75f9e04ed928a62bf86cc39e68465c5550985f4c +size 5735 diff --git a/results/TimesFM-1.0/SG_PM25/H/long/predictions.npz b/results/TimesFM-1.0/SG_PM25/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ae24ae647c92f5e96a7f9fa6346bbd5095f3e46c --- /dev/null +++ b/results/TimesFM-1.0/SG_PM25/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35605d14a52bb08069912d28417269e10259d24e383d0bfe46ef86ed8d18b60c +size 154020 diff --git a/results/TimesFM-1.0/SG_PM25/H/medium/config.json b/results/TimesFM-1.0/SG_PM25/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4822f3c6bc7ffbae16026aba5ef5969d8ccd42a2 --- /dev/null +++ b/results/TimesFM-1.0/SG_PM25/H/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_PM25/H/medium", + "num_series": 1, + "num_windows": 30, + "num_variates": 5, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 72, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/SG_PM25/H/medium/metrics.npz b/results/TimesFM-1.0/SG_PM25/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8f564c568a405e61d8db1d094d83a98454152a5b --- /dev/null +++ b/results/TimesFM-1.0/SG_PM25/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe62d0ce3d0ae3623bbf25b86d0e181793c1bdd0c36bdf8a8e46dd2210a9728b +size 10658 diff --git a/results/TimesFM-1.0/SG_PM25/H/medium/predictions.npz b/results/TimesFM-1.0/SG_PM25/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a4c71eaab535dd3b86e4f6908dbc08ed379d7764 --- /dev/null +++ b/results/TimesFM-1.0/SG_PM25/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:14f741b02cb4b3193bec32d8a1348a721e4ab320f4bfa373c6dc84376d96f15b +size 155099 diff --git a/results/TimesFM-1.0/SG_PM25/H/short/config.json b/results/TimesFM-1.0/SG_PM25/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..04efc29ba1619d7df5441b93c853e3814bf5ab13 --- /dev/null +++ b/results/TimesFM-1.0/SG_PM25/H/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_PM25/H/short", + "num_series": 1, + "num_windows": 92, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/SG_PM25/H/short/metrics.npz b/results/TimesFM-1.0/SG_PM25/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..35f8dc0cd1c03f338892d2a6a727aa55b22e171c --- /dev/null +++ b/results/TimesFM-1.0/SG_PM25/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6fc2c66797f03a8f754d4a309b8fe94ad394dbbec3fb117fe8b77915cb5926e1 +size 28307 diff --git a/results/TimesFM-1.0/SG_PM25/H/short/predictions.npz b/results/TimesFM-1.0/SG_PM25/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b3199e63d9b06ca1ae7fd65a645de5cec58a5526 --- /dev/null +++ b/results/TimesFM-1.0/SG_PM25/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c60fb94840155371d0fdb29b6a8ee0a9a157a7fb94c15f032f4eae26f7c7817b +size 158917 diff --git a/results/TimesFM-1.0/SG_Weather/D/long/config.json b/results/TimesFM-1.0/SG_Weather/D/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..66172eb72097cda254f8ac0ebd0f9401998b1662 --- /dev/null +++ b/results/TimesFM-1.0/SG_Weather/D/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_Weather/D/long", + "num_series": 6, + "num_windows": 26, + "num_variates": 4, + "prediction_length": 14, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 14, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/SG_Weather/D/long/metrics.npz b/results/TimesFM-1.0/SG_Weather/D/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c920bfeb3731ca56f097c8f39d0ca4a0af5a7b13 --- /dev/null +++ b/results/TimesFM-1.0/SG_Weather/D/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4bbff7160e03fcbe1d7ddfa00c226fd4b123441c06f6bfb5fb6ea4f6a7645ea +size 38076 diff --git a/results/TimesFM-1.0/SG_Weather/D/long/predictions.npz b/results/TimesFM-1.0/SG_Weather/D/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..78f6404cd88e7a82133e2b09e29aabdb9b266eea --- /dev/null +++ b/results/TimesFM-1.0/SG_Weather/D/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c10903d687c225997e9e237e91950b39e8fea009db768eda939e625b16282629 +size 119040 diff --git a/results/TimesFM-1.0/SG_Weather/D/medium/config.json b/results/TimesFM-1.0/SG_Weather/D/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..263170f0ead5700d06aecbf074d2f0c5ad5f7ba7 --- /dev/null +++ b/results/TimesFM-1.0/SG_Weather/D/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_Weather/D/medium", + "num_series": 6, + "num_windows": 52, + "num_variates": 4, + "prediction_length": 7, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 7, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/SG_Weather/D/medium/metrics.npz b/results/TimesFM-1.0/SG_Weather/D/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5e345aa1fac1cca61a71c7da601f7a238d383f05 --- /dev/null +++ b/results/TimesFM-1.0/SG_Weather/D/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce9e8321fb597677e01e85d1c1753069580412520f161137b30a0d627c4798aa +size 72583 diff --git a/results/TimesFM-1.0/SG_Weather/D/medium/predictions.npz b/results/TimesFM-1.0/SG_Weather/D/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..406b495696e20b97ca542b4dbe05b685618fa9ba --- /dev/null +++ b/results/TimesFM-1.0/SG_Weather/D/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d150d5334ab14e7670448f377f71a5248ce9532038684cd9f810002a067a0c25 +size 122675 diff --git a/results/TimesFM-1.0/SG_Weather/D/short/config.json b/results/TimesFM-1.0/SG_Weather/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..64ce6071708d66275cd2c4a07e602bdde5301f04 --- /dev/null +++ b/results/TimesFM-1.0/SG_Weather/D/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_Weather/D/short", + "num_series": 6, + "num_windows": 122, + "num_variates": 4, + "prediction_length": 3, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 3, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/SG_Weather/D/short/metrics.npz b/results/TimesFM-1.0/SG_Weather/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d10bcb3dded6b4447338f43d6b73e887889b8d16 --- /dev/null +++ b/results/TimesFM-1.0/SG_Weather/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c8bea106dd3cb1934211dcff9a783d9005c3121226156e7f58765657d2d5112 +size 166063 diff --git a/results/TimesFM-1.0/SG_Weather/D/short/predictions.npz b/results/TimesFM-1.0/SG_Weather/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..209f9134592103dc1ef5164548376f8d81a0bf77 --- /dev/null +++ b/results/TimesFM-1.0/SG_Weather/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cbe36d62968b3734ba9822f280826205ebc24778a907d333fa1b4ba37eee52eb +size 129488 diff --git a/results/TimesFM-1.0/Smart_Manufacturing/H/long/config.json b/results/TimesFM-1.0/Smart_Manufacturing/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ada3af09c3fa743d6727a0efef7facb258ae8aac --- /dev/null +++ b/results/TimesFM-1.0/Smart_Manufacturing/H/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Smart_Manufacturing/H/long", + "num_series": 34, + "num_windows": 1, + "num_variates": 5, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 336, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Smart_Manufacturing/H/long/metrics.npz b/results/TimesFM-1.0/Smart_Manufacturing/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a76522de77f724fdd9a5af218f6c63fedf68a812 --- /dev/null +++ b/results/TimesFM-1.0/Smart_Manufacturing/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a6c13f6939a3ca92dd68c5724436ecc34b64a1756d954ae921796f5f3d1fd6b3 +size 12146 diff --git a/results/TimesFM-1.0/Smart_Manufacturing/H/long/predictions.npz b/results/TimesFM-1.0/Smart_Manufacturing/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..912ede26da4966ab1d364d3ebe472e6f6e6f2a51 --- /dev/null +++ b/results/TimesFM-1.0/Smart_Manufacturing/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:632122e8feedc9d2762f791c9853b2b75fbd653213c5c0b630c36c1daefcad6f +size 623208 diff --git a/results/TimesFM-1.0/Smart_Manufacturing/H/medium/config.json b/results/TimesFM-1.0/Smart_Manufacturing/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bc08496dd4a852a313d43033f997ca5e0187b103 --- /dev/null +++ b/results/TimesFM-1.0/Smart_Manufacturing/H/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Smart_Manufacturing/H/medium", + "num_series": 34, + "num_windows": 2, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Smart_Manufacturing/H/medium/metrics.npz b/results/TimesFM-1.0/Smart_Manufacturing/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..99873e28558ab1d96e2d2efe6e851b984fad490e --- /dev/null +++ b/results/TimesFM-1.0/Smart_Manufacturing/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab32b3a9ff40d36149609bc90de0dabec9dd2e16d8ebf29fbada0de15800d4f5 +size 22258 diff --git a/results/TimesFM-1.0/Smart_Manufacturing/H/medium/predictions.npz b/results/TimesFM-1.0/Smart_Manufacturing/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f511ab52eb494f29064e4561c37808d2ebe10561 --- /dev/null +++ b/results/TimesFM-1.0/Smart_Manufacturing/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b042029ff69dd1eeca0f9dd4dce515fdccf1a1335d24b7f81d6c10b9043c49ef +size 680392 diff --git a/results/TimesFM-1.0/Smart_Manufacturing/H/short/config.json b/results/TimesFM-1.0/Smart_Manufacturing/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2234d14fc6362dc4a3f3715841c199a2c62a016a --- /dev/null +++ b/results/TimesFM-1.0/Smart_Manufacturing/H/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Smart_Manufacturing/H/short", + "num_series": 34, + "num_windows": 14, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Smart_Manufacturing/H/short/metrics.npz b/results/TimesFM-1.0/Smart_Manufacturing/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd92b98881e3360c266762a04e6b7078ec36783f --- /dev/null +++ b/results/TimesFM-1.0/Smart_Manufacturing/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b52bfab1637e390bc049b05fd0ffe4a601da67ba17fb997f29a00b7df1efff2e +size 140791 diff --git a/results/TimesFM-1.0/Smart_Manufacturing/H/short/predictions.npz b/results/TimesFM-1.0/Smart_Manufacturing/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..754a0e19e82a76809100dabe34e86979ccfd30ed --- /dev/null +++ b/results/TimesFM-1.0/Smart_Manufacturing/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46f2f9a1f8f06ebddaaa8a27194a8122de3b56f1f1bb5d07701064d2bdad6a0d +size 756020 diff --git a/results/TimesFM-1.0/Supply_Chain_Customer/D/short/config.json b/results/TimesFM-1.0/Supply_Chain_Customer/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f82be069f44e0b05786e28e026725e6191ce11c5 --- /dev/null +++ b/results/TimesFM-1.0/Supply_Chain_Customer/D/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Supply_Chain_Customer/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 36, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-1.0-200M", + "horizon_len": 30, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Supply_Chain_Customer/D/short/metrics.npz b/results/TimesFM-1.0/Supply_Chain_Customer/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..986b72a8cf2e347171934c86ac0c27fda19bc4b9 --- /dev/null +++ b/results/TimesFM-1.0/Supply_Chain_Customer/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99fb1ba546e16d6af1575f20d94d67cd122996ee75e951ccb43f510f60ee4cd0 +size 27049 diff --git a/results/TimesFM-1.0/Supply_Chain_Customer/D/short/predictions.npz b/results/TimesFM-1.0/Supply_Chain_Customer/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7354d3e4bd04178c072b69f7941b6122283a6180 --- /dev/null +++ b/results/TimesFM-1.0/Supply_Chain_Customer/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:172fd1fc812bb787ac1947614bee3f2c4001c857d7c3f999c5e5840e416711e9 +size 216872 diff --git a/results/TimesFM-1.0/Supply_Chain_Location/D/short/config.json b/results/TimesFM-1.0/Supply_Chain_Location/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..00c6736284be04dd0106e78e3f4a8f961197800a --- /dev/null +++ b/results/TimesFM-1.0/Supply_Chain_Location/D/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Supply_Chain_Location/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 51, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-1.0-200M", + "horizon_len": 30, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Supply_Chain_Location/D/short/metrics.npz b/results/TimesFM-1.0/Supply_Chain_Location/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f92c7009c83b1ecfe9b45fe4285a36b9b623fe0d --- /dev/null +++ b/results/TimesFM-1.0/Supply_Chain_Location/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:238d82337489837024638578d8bd5e11ba02b10f68ba26f944a4ac42d6fa7d3f +size 37422 diff --git a/results/TimesFM-1.0/Supply_Chain_Location/D/short/predictions.npz b/results/TimesFM-1.0/Supply_Chain_Location/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9c4abf0bd95bc9fb773c344728c5822f13951ef0 --- /dev/null +++ b/results/TimesFM-1.0/Supply_Chain_Location/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bfd35276b0d4fc2a8344573e04ff9b94f5a087d0f52d1616ec0a9a39f5f6fb5b +size 304310 diff --git a/results/TimesFM-1.0/US_Labor/M/short/config.json b/results/TimesFM-1.0/US_Labor/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8f5f69f32690dc8ae40763c4b59c050a6b7b5919 --- /dev/null +++ b/results/TimesFM-1.0/US_Labor/M/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "US_Labor/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 14, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-1.0-200M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/US_Labor/M/short/metrics.npz b/results/TimesFM-1.0/US_Labor/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1f31414a256d0ce4f1dc94434be807d4c5308b47 --- /dev/null +++ b/results/TimesFM-1.0/US_Labor/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8fa8c9f3311e49cb26a287e5f595fe06147722ea3a836976f0542818af5c9c8 +size 5958 diff --git a/results/TimesFM-1.0/US_Labor/M/short/predictions.npz b/results/TimesFM-1.0/US_Labor/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..46c78ab54152f8906027924b1beff5fb384ce0c5 --- /dev/null +++ b/results/TimesFM-1.0/US_Labor/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4386637d46d04dbf468ebc77867050d3a56467c723950c68de635aa0e9756062 +size 11943 diff --git a/results/TimesFM-1.0/US_Term_Structure/B/short/config.json b/results/TimesFM-1.0/US_Term_Structure/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..36cc2051edcde373bf55a58ce1ccc01db83ac3f4 --- /dev/null +++ b/results/TimesFM-1.0/US_Term_Structure/B/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "US_Term_Structure/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 40, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 20, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/US_Term_Structure/B/short/metrics.npz b/results/TimesFM-1.0/US_Term_Structure/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd86ccd698047aa9e2ede0612f05db7e53355769 --- /dev/null +++ b/results/TimesFM-1.0/US_Term_Structure/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e70f3e60ec8150eb5adfc0f047763e668726a9249d26066440df714b7b94ba0e +size 82853 diff --git a/results/TimesFM-1.0/US_Term_Structure/B/short/predictions.npz b/results/TimesFM-1.0/US_Term_Structure/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..05724edfbe41f6c47d9dcf1ecf513f96314f62d1 --- /dev/null +++ b/results/TimesFM-1.0/US_Term_Structure/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eec41a5cc23a28a00affa872f420013559c8040e06598975f76b16dd5bf1ac80 +size 381534 diff --git a/results/TimesFM-1.0/Uncertainty_1M/M/short/config.json b/results/TimesFM-1.0/Uncertainty_1M/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..03fced107cec8cf5009f9e48e62634d94d943df3 --- /dev/null +++ b/results/TimesFM-1.0/Uncertainty_1M/M/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Uncertainty_1M/M/short", + "num_series": 1, + "num_windows": 7, + "num_variates": 3, + "prediction_length": 6, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 6, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Uncertainty_1M/M/short/metrics.npz b/results/TimesFM-1.0/Uncertainty_1M/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e86f80d4d875d589032456f50bf836b638a768d5 --- /dev/null +++ b/results/TimesFM-1.0/Uncertainty_1M/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:189624fffe6cb13dbf1bdb24b6132aa4da1f44a5922f50b07b5c6d20f155824e +size 2845 diff --git a/results/TimesFM-1.0/Uncertainty_1M/M/short/predictions.npz b/results/TimesFM-1.0/Uncertainty_1M/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e6cefeb913a7206d3d7b41e4deba543922f42bff --- /dev/null +++ b/results/TimesFM-1.0/Uncertainty_1M/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6842f88786a6532bda97568b62ab13d89a95877c3b1417f1bed23ce3a3875026 +size 2220 diff --git a/results/TimesFM-1.0/Vehicle_Sales/M/short/config.json b/results/TimesFM-1.0/Vehicle_Sales/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..438b1f743d9eed374b7ee60199994dc9002f032b --- /dev/null +++ b/results/TimesFM-1.0/Vehicle_Sales/M/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Vehicle_Sales/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 10, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Vehicle_Sales/M/short/metrics.npz b/results/TimesFM-1.0/Vehicle_Sales/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3e03f9eb2eead8d344e43ffa4bac9df1f161844f --- /dev/null +++ b/results/TimesFM-1.0/Vehicle_Sales/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb84d558cbd17f42beb619327d1b30f3a71a7c72442f3028d7b4839f05bcf5c6 +size 4736 diff --git a/results/TimesFM-1.0/Vehicle_Sales/M/short/predictions.npz b/results/TimesFM-1.0/Vehicle_Sales/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bb2d43bede00e897f61e63efa6e9086845a43fbd --- /dev/null +++ b/results/TimesFM-1.0/Vehicle_Sales/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f6f98282677ab956380273ecfa78da20f09aa5c2809637f0402c54f84d91d2a +size 9402 diff --git a/results/TimesFM-1.0/Vehicle_Supply/M/short/config.json b/results/TimesFM-1.0/Vehicle_Supply/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8b47607141fc9b5e30427724a6296fd16372eef9 --- /dev/null +++ b/results/TimesFM-1.0/Vehicle_Supply/M/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Vehicle_Supply/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Vehicle_Supply/M/short/metrics.npz b/results/TimesFM-1.0/Vehicle_Supply/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..df8ade1dc2520a5683febc14c08a0c0c1685df83 --- /dev/null +++ b/results/TimesFM-1.0/Vehicle_Supply/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3ffb2290f537e9f073a3a3ef2b10de02e603d1fa47313bbb26eb77b744ef8b3 +size 3448 diff --git a/results/TimesFM-1.0/Vehicle_Supply/M/short/predictions.npz b/results/TimesFM-1.0/Vehicle_Supply/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6beda91b924b8dfe3266f18c2b1cb0b6b2cb55de --- /dev/null +++ b/results/TimesFM-1.0/Vehicle_Supply/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1662b2c5653642379881c3da6f1f96fbc353e348b03573361959b22c61425249 +size 6072 diff --git a/results/TimesFM-1.0/WUI_Global/Q/short/config.json b/results/TimesFM-1.0/WUI_Global/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f963e1152a72806f4dd3d92ba078d556cb762c0a --- /dev/null +++ b/results/TimesFM-1.0/WUI_Global/Q/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "WUI_Global/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 15, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 4, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/WUI_Global/Q/short/metrics.npz b/results/TimesFM-1.0/WUI_Global/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ce312a5a6a619f53b4a1958e0a23bda2a4b89d35 --- /dev/null +++ b/results/TimesFM-1.0/WUI_Global/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:541d455f76f96ce9c690f07cdea70694818d1c4297be3142183568e24d6cbbfe +size 6257 diff --git a/results/TimesFM-1.0/WUI_Global/Q/short/predictions.npz b/results/TimesFM-1.0/WUI_Global/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..32250d56d854d8638bc29f2702f45981a05e70fb --- /dev/null +++ b/results/TimesFM-1.0/WUI_Global/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90da59a074311485c4205135ec959411410a53cbdf6ce0b26f118ff37ce01a9e +size 5243 diff --git a/results/TimesFM-1.0/Water_Quality_Darwin/15T/long/config.json b/results/TimesFM-1.0/Water_Quality_Darwin/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..074a508f1c103f14677d1c5401cff3a8f2031d86 --- /dev/null +++ b/results/TimesFM-1.0/Water_Quality_Darwin/15T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/long", + "num_series": 7, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Water_Quality_Darwin/15T/long/metrics.npz b/results/TimesFM-1.0/Water_Quality_Darwin/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a7abc639f00e4c8e34ec51b44a520d15b1bc7c24 --- /dev/null +++ b/results/TimesFM-1.0/Water_Quality_Darwin/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:abc8d852eb6a5c1fe4645737c4a66cb818a76b8ee2d461d36be391b16b144d6d +size 14201 diff --git a/results/TimesFM-1.0/Water_Quality_Darwin/15T/long/predictions.npz b/results/TimesFM-1.0/Water_Quality_Darwin/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6cceabd36fc3d2c7738d2fcd1dd83fee9d9f6039 --- /dev/null +++ b/results/TimesFM-1.0/Water_Quality_Darwin/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7eafec484fece870c2e50896377f5f0ba30aacdc830204a33234cc5c660eeaf6 +size 436169 diff --git a/results/TimesFM-1.0/Water_Quality_Darwin/15T/medium/config.json b/results/TimesFM-1.0/Water_Quality_Darwin/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..14167c55e8d06c9d3074d4f031600704148d8652 --- /dev/null +++ b/results/TimesFM-1.0/Water_Quality_Darwin/15T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/medium", + "num_series": 7, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Water_Quality_Darwin/15T/medium/metrics.npz b/results/TimesFM-1.0/Water_Quality_Darwin/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1d5311970bfd9aa13ab7428ef292eeca605c33e6 --- /dev/null +++ b/results/TimesFM-1.0/Water_Quality_Darwin/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b69ba7ae1b6984b368817b8379dca5cfa98aee153ffe51ac6c1a354cb604d14b +size 37983 diff --git a/results/TimesFM-1.0/Water_Quality_Darwin/15T/medium/predictions.npz b/results/TimesFM-1.0/Water_Quality_Darwin/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9cb3281b1effb1f98ec3274b441c36ecf6148ddb --- /dev/null +++ b/results/TimesFM-1.0/Water_Quality_Darwin/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1abb67b383d9d6494f5fec800a05a8bea5be4d7bd15e06f62beb92ec194475b7 +size 473731 diff --git a/results/TimesFM-1.0/Water_Quality_Darwin/15T/short/config.json b/results/TimesFM-1.0/Water_Quality_Darwin/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..343c5a43ae592e79cb7038a01c687fe33df3d7e1 --- /dev/null +++ b/results/TimesFM-1.0/Water_Quality_Darwin/15T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/short", + "num_series": 7, + "num_windows": 90, + "num_variates": 6, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 16, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/Water_Quality_Darwin/15T/short/metrics.npz b/results/TimesFM-1.0/Water_Quality_Darwin/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..67db162b8fdcae3bcc66daf0e1c92f8d83aadcb9 --- /dev/null +++ b/results/TimesFM-1.0/Water_Quality_Darwin/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f9217c4a1288992795d0765d513c6351b7a047e59d1e9f7abdd9d9dafe7f306 +size 214829 diff --git a/results/TimesFM-1.0/Water_Quality_Darwin/15T/short/predictions.npz b/results/TimesFM-1.0/Water_Quality_Darwin/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..02e6b09ade5d9e1c560290dfef2f72e6f6bb8fb9 --- /dev/null +++ b/results/TimesFM-1.0/Water_Quality_Darwin/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07775f06d993bf3b0835787fb4325cbd567fdfae847bcdcf8cfa452c818cf9ad +size 515314 diff --git a/results/TimesFM-1.0/azure2019_D/5T/short/config.json b/results/TimesFM-1.0/azure2019_D/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a1986398c4157869e4ae9ea397a4d2726ed43128 --- /dev/null +++ b/results/TimesFM-1.0/azure2019_D/5T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "azure2019_D/5T/short", + "num_series": 989, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/azure2019_D/5T/short/metrics.npz b/results/TimesFM-1.0/azure2019_D/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b46d1114eeaaf07dec7660457a6fa1772e8cdeb2 --- /dev/null +++ b/results/TimesFM-1.0/azure2019_D/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bff8489c03518189735726c82e2c763b52268e8bc62d8841e291888520ae2094 +size 523060 diff --git a/results/TimesFM-1.0/azure2019_D/5T/short/predictions.npz b/results/TimesFM-1.0/azure2019_D/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..185c9e28071e53704c5c1afc8259b6f926f17cfa --- /dev/null +++ b/results/TimesFM-1.0/azure2019_D/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da62a5cc33ac948bd37210e52382b98446c978f9a4e4b1be40a86594e6b737c1 +size 30855886 diff --git a/results/TimesFM-1.0/azure2019_I/5T/short/config.json b/results/TimesFM-1.0/azure2019_I/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8b63c2c2e861e75e25e7a5fcbf6df76619462ebb --- /dev/null +++ b/results/TimesFM-1.0/azure2019_I/5T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "azure2019_I/5T/short", + "num_series": 492, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/azure2019_I/5T/short/metrics.npz b/results/TimesFM-1.0/azure2019_I/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..209f8b39de06a23b804b38487eb55e0c4c49474f --- /dev/null +++ b/results/TimesFM-1.0/azure2019_I/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60da45813109d1c08eb93039abb8a7493ee3a3a2325bdc29e4e23ddfe6908473 +size 261526 diff --git a/results/TimesFM-1.0/azure2019_I/5T/short/predictions.npz b/results/TimesFM-1.0/azure2019_I/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..23368247514a817ac0151f79233f0008847eba94 --- /dev/null +++ b/results/TimesFM-1.0/azure2019_I/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1be8fa7ba2308b6633f8603bbcbbdfd0a364ae05e791581d713d96498b1aa466 +size 14877399 diff --git a/results/TimesFM-1.0/azure2019_U/5T/short/config.json b/results/TimesFM-1.0/azure2019_U/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..87efdcfb17f62b9a7c21ea3bba39b4d12558f5b2 --- /dev/null +++ b/results/TimesFM-1.0/azure2019_U/5T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "azure2019_U/5T/short", + "num_series": 78, + "num_windows": 6, + "num_variates": 3, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 48, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/azure2019_U/5T/short/metrics.npz b/results/TimesFM-1.0/azure2019_U/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cbb33e8c04ac4a4af4ff5d519ea6317930dfaa21 --- /dev/null +++ b/results/TimesFM-1.0/azure2019_U/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b435ac686134c4c6258fcc08f3be4875df3914ef3d1aae70e3ccafc22bae4c5 +size 83502 diff --git a/results/TimesFM-1.0/azure2019_U/5T/short/predictions.npz b/results/TimesFM-1.0/azure2019_U/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e8e779efd4ab3b8e85d53f97a81f977ece7dccb8 --- /dev/null +++ b/results/TimesFM-1.0/azure2019_U/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d45a169fa60675dd336da9e358f90d7c658e2d2ee35bdb2066773646502e9dc +size 907095 diff --git a/results/TimesFM-1.0/current_velocity/10T/long/config.json b/results/TimesFM-1.0/current_velocity/10T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..180c53240bb833d6546d00c336f2e5e6d82613b7 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/10T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/10T/long", + "num_series": 10, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 432, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 432, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/10T/long/metrics.npz b/results/TimesFM-1.0/current_velocity/10T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b3d5aaa4351ee49831a9d2e0b30f1a704933460c --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/10T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b0aec2ef80e5779bbc1da3e8c9bbed4418819e9c9cfcce1675497709412f8fa +size 19776 diff --git a/results/TimesFM-1.0/current_velocity/10T/long/predictions.npz b/results/TimesFM-1.0/current_velocity/10T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8a2db1d5092f5ff8a319c3829b130c856bc145f6 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/10T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d7621eae329b3f80f33755630f1d1785873a96adda8fe54c022f9b636775d50 +size 1477912 diff --git a/results/TimesFM-1.0/current_velocity/10T/medium/config.json b/results/TimesFM-1.0/current_velocity/10T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..52424600e8e8fc50c8f87590e61e5cc27f2e1877 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/10T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/10T/medium", + "num_series": 10, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 144, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/10T/medium/metrics.npz b/results/TimesFM-1.0/current_velocity/10T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d8dfa1194789874fcd57212078f96e0705e76a16 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/10T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6bc1a559ffcc02e47c3baae4d36bc371c94fbd0ba873d26732e9add41a4cf362 +size 54674 diff --git a/results/TimesFM-1.0/current_velocity/10T/medium/predictions.npz b/results/TimesFM-1.0/current_velocity/10T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1e2b341510f6dd38427fd20ecebb8d9b6a065b05 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/10T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd77d796ae2cd7102758d6afd1e720669c35347e58229af02d197307668a556e +size 1580507 diff --git a/results/TimesFM-1.0/current_velocity/10T/short/config.json b/results/TimesFM-1.0/current_velocity/10T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ed475184677d2bc3d0606f8e4eb4d7c100733250 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/10T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/10T/short", + "num_series": 10, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 18, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 18, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/10T/short/metrics.npz b/results/TimesFM-1.0/current_velocity/10T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4c71b4c695aaaf02b7f651d834bc820212f32ea5 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/10T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96ad2ca7ee801b202da4a3dd6c38f3d0480791055be3826d610f3f52c8a54bd5 +size 416981 diff --git a/results/TimesFM-1.0/current_velocity/10T/short/predictions.npz b/results/TimesFM-1.0/current_velocity/10T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0bdcf41ac8d707000ed7db0f5abb954773be0693 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/10T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8bd4bcf3bcd36a93496df66d1df5b1d185051b3f76bbc76d02938db33758295d +size 1644429 diff --git a/results/TimesFM-1.0/current_velocity/15T/long/config.json b/results/TimesFM-1.0/current_velocity/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..749a26d656544a85eb13403c738b99db03ee3d92 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/15T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/15T/long/metrics.npz b/results/TimesFM-1.0/current_velocity/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2c2adedd99e6745ea0fa596f38ba1b14ef8c4def --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00b3cd5cf9325501fef0ed092ab2917c74175d6ad8eab3fdecbd693c86b07a8e +size 10859 diff --git a/results/TimesFM-1.0/current_velocity/15T/long/predictions.npz b/results/TimesFM-1.0/current_velocity/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ce7aaaea16c3cc13cbf11df971aac8d121397d04 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:987d032d2e3af21786b91671ef571e687a9505133d10d6a4f4953125d870e358 +size 474398 diff --git a/results/TimesFM-1.0/current_velocity/15T/medium/config.json b/results/TimesFM-1.0/current_velocity/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..996b3d83387d0071d6ab6375b14b454b91e94bb0 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/15T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/15T/medium/metrics.npz b/results/TimesFM-1.0/current_velocity/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ca024250a372eda4ee5ff0a2cffa76ab81327bad --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fda976b122f21d0c1f7d6400f66f89f4ec4d7fd76af57ab61abe2a5b741df6d7 +size 28281 diff --git a/results/TimesFM-1.0/current_velocity/15T/medium/predictions.npz b/results/TimesFM-1.0/current_velocity/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..36bd9922bb288fe642abdca0fbb096fa1ba8f994 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6422df92643182a2d4f720a795df4197ebb5f7048bca7c99aeea8f2d4d35375 +size 502736 diff --git a/results/TimesFM-1.0/current_velocity/15T/short/config.json b/results/TimesFM-1.0/current_velocity/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5cdce80838601705d575b2caa47af7a650b4e201 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/15T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/15T/short/metrics.npz b/results/TimesFM-1.0/current_velocity/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..214cc67cc17c7fb321fe650fe8e332dfcdd144f4 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3850d3a9df8f542dc2f4df3ef0b979a91236de3ed351160627dab432ec5c82b +size 208848 diff --git a/results/TimesFM-1.0/current_velocity/15T/short/predictions.npz b/results/TimesFM-1.0/current_velocity/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c9acb7db0c0d9e2e079bf6cc43d1b5a77622df57 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24fcc4df916650e1858a0c1912eada1d5e51ebd2847697d59e9649b7ceecb68d +size 531025 diff --git a/results/TimesFM-1.0/current_velocity/20T/long/config.json b/results/TimesFM-1.0/current_velocity/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a698577d74c4da67acfe40f0d07563f42e675aa2 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/20T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/20T/long", + "num_series": 27, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 216, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/20T/long/metrics.npz b/results/TimesFM-1.0/current_velocity/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a2298161abcf28ee54ceb1374181ecf27616af52 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e2092036ed1ef9d8c82ad8a0b1039eebe1035a2e2b26b10f147d055c6ed5e78 +size 49695 diff --git a/results/TimesFM-1.0/current_velocity/20T/long/predictions.npz b/results/TimesFM-1.0/current_velocity/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1766d873f607e30746c63ac87d0dbdd1e5c74327 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:749d0a668d4ac0f0751b19c241668b99fed094b5a00356e35f1a324487ee7ae2 +size 2039260 diff --git a/results/TimesFM-1.0/current_velocity/20T/medium/config.json b/results/TimesFM-1.0/current_velocity/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..790ee31356494a8110814942c699d943d97fa313 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/20T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/20T/medium", + "num_series": 27, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 72, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/20T/medium/metrics.npz b/results/TimesFM-1.0/current_velocity/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..93d808d1d4d9e6c04ec7c2d05dd4309d9533ca76 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca4ea140f34fba2e84b9b6def773f5da2fe62444adc39f77ca16f31c76ea769e +size 143691 diff --git a/results/TimesFM-1.0/current_velocity/20T/medium/predictions.npz b/results/TimesFM-1.0/current_velocity/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e313a618c73c7365c9960c9817dd7a0c1d4ab09c --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:373bad29181cc0039d8e53fa35ae6a143337742e54d518e5007af1e41747899a +size 2122383 diff --git a/results/TimesFM-1.0/current_velocity/20T/short/config.json b/results/TimesFM-1.0/current_velocity/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a6562bb4f6283c4e8f075a1b49b1f40dd938168c --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/20T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/20T/short", + "num_series": 27, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 9, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/20T/short/metrics.npz b/results/TimesFM-1.0/current_velocity/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0567dca306ed9d2b2e767bd50c87d9a1742e21ce --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56331911c1f727d7fb4c3b0be5f8b7eef28ddafd2a9fa06eb3faddf6759c8743 +size 1114365 diff --git a/results/TimesFM-1.0/current_velocity/20T/short/predictions.npz b/results/TimesFM-1.0/current_velocity/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f80171456231bf516c39f92ddd1af506ecd4de5e --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04c12ed7799c42cfb91f0ce9ec319e01558f4f0d922e2e467dfc12d89e2ccb4e +size 2254847 diff --git a/results/TimesFM-1.0/current_velocity/5T/long/config.json b/results/TimesFM-1.0/current_velocity/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..121b4fb5f192ce3cf78be26e57fc2db77df7dfb0 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/5T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/5T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 864, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/5T/long/metrics.npz b/results/TimesFM-1.0/current_velocity/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..94d6fdc81467c3dc81d9d6d9933ea9f6c493a1be --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d03c9832640a430f58f0cfca1b0859a61e4911d0163e3c4484507df3b188d30 +size 3505 diff --git a/results/TimesFM-1.0/current_velocity/5T/long/predictions.npz b/results/TimesFM-1.0/current_velocity/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5f3a9627bb72a2c369e9a99c28d7b0e9b63eaf96 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d15360d109ee5b06cf28e604a13cd9a97cb9cc64af92e3d2b16befffc72dc0be +size 175818 diff --git a/results/TimesFM-1.0/current_velocity/5T/medium/config.json b/results/TimesFM-1.0/current_velocity/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e89639f8eefb1d5fd06c8e347beaaf5bdfb6ad9b --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/5T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/5T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/5T/medium/metrics.npz b/results/TimesFM-1.0/current_velocity/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..113464331f6a56af443b9b742ca873aba15665b0 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d960367ccdf444f9f46bffc2c9ff0c51193b7b01268fe18529bcaa3a9c29e83 +size 7284 diff --git a/results/TimesFM-1.0/current_velocity/5T/medium/predictions.npz b/results/TimesFM-1.0/current_velocity/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..228561521d7c8cab631145405a4a157365334a66 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ae50efd1e093c18210cf142a9b6ec1eae9f51f71b7654f61d5ebc2518b7c143 +size 241562 diff --git a/results/TimesFM-1.0/current_velocity/5T/short/config.json b/results/TimesFM-1.0/current_velocity/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7738b4b5e0fd55e2861cbec7f20684ef4dcd1673 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/5T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/5T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 36, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/5T/short/metrics.npz b/results/TimesFM-1.0/current_velocity/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ee9e81d6007d41e9f11a82417c41d1a50c6c0866 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c373a0be10c9f1ca30a1a31f7fd283e41a14df790b8d0a0e7594b3b500856b6 +size 43393 diff --git a/results/TimesFM-1.0/current_velocity/5T/short/predictions.npz b/results/TimesFM-1.0/current_velocity/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6abdb76cc072b6443437ac4018f1e5d617674c73 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e93703f8c7ff08c585189a3b78e95b84de5ba4831e76e72f30a54f75010d0ab4 +size 271431 diff --git a/results/TimesFM-1.0/current_velocity/H/long/config.json b/results/TimesFM-1.0/current_velocity/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ce8d826d188d77a6cdb3b69b4f3c9f7f2ebe2928 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/H/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/H/long", + "num_series": 21, + "num_windows": 2, + "num_variates": 6, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 336, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/H/long/metrics.npz b/results/TimesFM-1.0/current_velocity/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3636cf9783c741bf158a50ae03f98cc370341ce8 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:773c8842f2a762844eeacb3528e44f8e8635a75e6e9d8d7d329ff567e237c293 +size 16943 diff --git a/results/TimesFM-1.0/current_velocity/H/long/predictions.npz b/results/TimesFM-1.0/current_velocity/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7b1449dabcc9238f2534aa14064713eef66e42e0 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46107767bf1c0f5fa003202d9e653cdacfdfce0745a12a2d0ccf5e85d016f838 +size 1052890 diff --git a/results/TimesFM-1.0/current_velocity/H/medium/config.json b/results/TimesFM-1.0/current_velocity/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..87616c73e26b9c0c6a352194217967a59d551e22 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/H/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/H/medium", + "num_series": 21, + "num_windows": 4, + "num_variates": 6, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/H/medium/metrics.npz b/results/TimesFM-1.0/current_velocity/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6626f8e29370d0bdd8d8d48693b6540efb6b7565 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2bba3c03072d2b1eba1f7d2e46b197acd906efffb70c308512274220a3194474 +size 31752 diff --git a/results/TimesFM-1.0/current_velocity/H/medium/predictions.npz b/results/TimesFM-1.0/current_velocity/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b7268016162f4b4af19f0aea885c5005e001b20e --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:139f4b550dc7176eec2ddfa163695f9e1306c579f53ad44514048d7e55a680ca +size 1105947 diff --git a/results/TimesFM-1.0/current_velocity/H/short/config.json b/results/TimesFM-1.0/current_velocity/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d9cece37f304d6a13966d4a5176fa20bd14fa801 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/H/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/H/short", + "num_series": 21, + "num_windows": 28, + "num_variates": 6, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/current_velocity/H/short/metrics.npz b/results/TimesFM-1.0/current_velocity/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3259a5c9c45a3b75e4656e10b73cd510ed08dbe5 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d92f7e408687a6d6b0b2b2c51daa6b6e001a55360dda5d1e3b443842aafe73fa +size 206304 diff --git a/results/TimesFM-1.0/current_velocity/H/short/predictions.npz b/results/TimesFM-1.0/current_velocity/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..717d93c5065731fe5d837633f1549611858b1022 --- /dev/null +++ b/results/TimesFM-1.0/current_velocity/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f069797696dbd3fd5d099470ba09fa0f5dfbc704dae5fd8830373f1deed4c63c +size 1148439 diff --git a/results/TimesFM-1.0/epf_electricity_price/H/long/config.json b/results/TimesFM-1.0/epf_electricity_price/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e9a9ffb736ebd690819450ae4c7ad88811ef4d09 --- /dev/null +++ b/results/TimesFM-1.0/epf_electricity_price/H/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "epf_electricity_price/H/long", + "num_series": 5, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/epf_electricity_price/H/long/metrics.npz b/results/TimesFM-1.0/epf_electricity_price/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f720c52f4f5e21a9f2a43101c4816af1dc9db607 --- /dev/null +++ b/results/TimesFM-1.0/epf_electricity_price/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b06479a67dead26617be237b20ef058e344d3d11a62f294dd0d8084b753ea8ef +size 6351 diff --git a/results/TimesFM-1.0/epf_electricity_price/H/long/predictions.npz b/results/TimesFM-1.0/epf_electricity_price/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7e276d3dd5f6b124c93664925149bfec3a07218b --- /dev/null +++ b/results/TimesFM-1.0/epf_electricity_price/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94db101c0e8793d53f0356f62a8c26da4bdd9a25b5ad91e51ecf6111407e3179 +size 176977 diff --git a/results/TimesFM-1.0/epf_electricity_price/H/medium/config.json b/results/TimesFM-1.0/epf_electricity_price/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e9ad23c18bad42287462bd1b9a0ecfbbf4ff3b3b --- /dev/null +++ b/results/TimesFM-1.0/epf_electricity_price/H/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "epf_electricity_price/H/medium", + "num_series": 5, + "num_windows": 35, + "num_variates": 1, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 72, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/epf_electricity_price/H/medium/metrics.npz b/results/TimesFM-1.0/epf_electricity_price/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..506fd8885a5ed6253ca1d61e2a362bb828a1b12d --- /dev/null +++ b/results/TimesFM-1.0/epf_electricity_price/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1345fdbbfe5d21f8f0de02f0d142a701a705965c9c9b57b414fd9bee2bae4ca9 +size 12174 diff --git a/results/TimesFM-1.0/epf_electricity_price/H/medium/predictions.npz b/results/TimesFM-1.0/epf_electricity_price/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..027acf8356e2f55e527bc77f88a614167cbe34f2 --- /dev/null +++ b/results/TimesFM-1.0/epf_electricity_price/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b1759a93faf7727d66764fcb0acd8717fdc63591ad57e2728ed2e5a7defdedd3 +size 177795 diff --git a/results/TimesFM-1.0/epf_electricity_price/H/short/config.json b/results/TimesFM-1.0/epf_electricity_price/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7ab1440946f7262ba6a4117134977a7e39667db1 --- /dev/null +++ b/results/TimesFM-1.0/epf_electricity_price/H/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "epf_electricity_price/H/short", + "num_series": 5, + "num_windows": 105, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-1.0-200M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 20, + "model_dims": 1280, + "use_positional_embedding": true, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-1.0/epf_electricity_price/H/short/metrics.npz b/results/TimesFM-1.0/epf_electricity_price/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b815e41380997c623f5764cac9721aec20a3b86f --- /dev/null +++ b/results/TimesFM-1.0/epf_electricity_price/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7560ca117cb7cb6958b8e5a3493f3034102bca50eafa67197f8bbb570969996 +size 32207 diff --git a/results/TimesFM-1.0/epf_electricity_price/H/short/predictions.npz b/results/TimesFM-1.0/epf_electricity_price/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f307c85237955018a3be8bd9ca54ba03618a57c3 --- /dev/null +++ b/results/TimesFM-1.0/epf_electricity_price/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a5e945bdd1f6ecf92d538f0b525a5dd2add649b38734c0d9c37cd72bb7a47f4 +size 178099 diff --git a/results/TimesFM-2.0/Australia_Solar/H/long/config.json b/results/TimesFM-2.0/Australia_Solar/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ac33938eb5b068826e68ffa7ca6e9f17a4539d0b --- /dev/null +++ b/results/TimesFM-2.0/Australia_Solar/H/long/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Australia_Solar/H/long", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-2.0-500M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Australia_Solar/H/long/metrics.npz b/results/TimesFM-2.0/Australia_Solar/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ee4b319ff1f294d9d0c3e2b44abce8ef75ab8b4f --- /dev/null +++ b/results/TimesFM-2.0/Australia_Solar/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e17eee28b9f69842c7bb7a15699785f7ef023615cda5f7fdd1335ff5ac1be49 +size 4527 diff --git a/results/TimesFM-2.0/Australia_Solar/H/long/predictions.npz b/results/TimesFM-2.0/Australia_Solar/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f19bdd8bc3d46bee7fb6cb214ab97cf2f54fe5e9 --- /dev/null +++ b/results/TimesFM-2.0/Australia_Solar/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:897f238ee2b25a4d42ad81ecfcc96de5727fe2644707d376b858e379becdca3b +size 123343 diff --git a/results/TimesFM-2.0/Australia_Solar/H/medium/config.json b/results/TimesFM-2.0/Australia_Solar/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ebf02db263a008ccd58c12bd50444fca723143e --- /dev/null +++ b/results/TimesFM-2.0/Australia_Solar/H/medium/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Australia_Solar/H/medium", + "num_series": 1, + "num_windows": 35, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-2.0-500M", + "horizon_len": 72, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Australia_Solar/H/medium/metrics.npz b/results/TimesFM-2.0/Australia_Solar/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..92c94043f32ff57f696812fcd8056038ad597e35 --- /dev/null +++ b/results/TimesFM-2.0/Australia_Solar/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:450f2c69255989aa092ad460be465c10d961bdbf405a3f8b006777f86e761ae3 +size 8351 diff --git a/results/TimesFM-2.0/Australia_Solar/H/medium/predictions.npz b/results/TimesFM-2.0/Australia_Solar/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..073ffad86883f3a650bed4c28cb7223ca27a3dac --- /dev/null +++ b/results/TimesFM-2.0/Australia_Solar/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b078011bbb22e5011d7ffd47fefc98e84c041b2fddc7746d2e0c5875d0a3292e +size 123565 diff --git a/results/TimesFM-2.0/Australia_Solar/H/short/config.json b/results/TimesFM-2.0/Australia_Solar/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d8a8b499b6093ef880f2104cbf14be0d14ecb64d --- /dev/null +++ b/results/TimesFM-2.0/Australia_Solar/H/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Australia_Solar/H/short", + "num_series": 1, + "num_windows": 105, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-2.0-500M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Australia_Solar/H/short/metrics.npz b/results/TimesFM-2.0/Australia_Solar/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9f36d673ea371bf9dfe0d32a27acaf609e0d9fd9 --- /dev/null +++ b/results/TimesFM-2.0/Australia_Solar/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c2db8b9944939182b0534fad7ee8a7c108622e8daad42f60dde876da22210af +size 20779 diff --git a/results/TimesFM-2.0/Australia_Solar/H/short/predictions.npz b/results/TimesFM-2.0/Australia_Solar/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..954aa76b96c2d2fb3419fb359c87b6ee3242138b --- /dev/null +++ b/results/TimesFM-2.0/Australia_Solar/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:752225aad65c0e2f21cfb8b425d34f2aac506c0a29df3fc5fcc0f233b71d777d +size 123712 diff --git a/results/TimesFM-2.0/Auto_Production_SF/M/short/config.json b/results/TimesFM-2.0/Auto_Production_SF/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..86e04264c9eee4c20ca31fd028def54a2e7fb9e4 --- /dev/null +++ b/results/TimesFM-2.0/Auto_Production_SF/M/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Auto_Production_SF/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Auto_Production_SF/M/short/metrics.npz b/results/TimesFM-2.0/Auto_Production_SF/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d68b1fc3e431dc3f7f7430f1efe6d95c3d176262 --- /dev/null +++ b/results/TimesFM-2.0/Auto_Production_SF/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6169a9c1ebf201d3d0e921c96c315d7c116cc72feb39fc7e6a8eaf5b9d367c24 +size 1823 diff --git a/results/TimesFM-2.0/Auto_Production_SF/M/short/predictions.npz b/results/TimesFM-2.0/Auto_Production_SF/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d11095058a8ad41baf9380e942f012329ab7d07d --- /dev/null +++ b/results/TimesFM-2.0/Auto_Production_SF/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e09344f1e9e621ea0209d6b5627fae242111d062f3c279fcf5be2696f0411d1a +size 1316 diff --git a/results/TimesFM-2.0/CPHL/15T/long/config.json b/results/TimesFM-2.0/CPHL/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..90c3c0734889b6f700f3282c98be223f1dd616e3 --- /dev/null +++ b/results/TimesFM-2.0/CPHL/15T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/15T/long", + "num_series": 2, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/CPHL/15T/long/metrics.npz b/results/TimesFM-2.0/CPHL/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f143133b43c61c1784461af3add88288bce49645 --- /dev/null +++ b/results/TimesFM-2.0/CPHL/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:949b5f21c45a710992c7508d3976b195e3ee2f44ab0d0d99913a0b204d6db65f +size 2173 diff --git a/results/TimesFM-2.0/CPHL/15T/long/predictions.npz b/results/TimesFM-2.0/CPHL/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5d68813c56db2919253328793228f7a0deeedfdb --- /dev/null +++ b/results/TimesFM-2.0/CPHL/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96e6dddab4803d50da7a33c540f5af2e5ad87f096948336d8385b77644e47b5a +size 38009 diff --git a/results/TimesFM-2.0/CPHL/15T/medium/config.json b/results/TimesFM-2.0/CPHL/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5317f84815bfc4b82adb3c7b4cfba93793108e18 --- /dev/null +++ b/results/TimesFM-2.0/CPHL/15T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/15T/medium", + "num_series": 2, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/CPHL/15T/medium/metrics.npz b/results/TimesFM-2.0/CPHL/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ac9169d4168de6b28879ad51545017d442b2b53d --- /dev/null +++ b/results/TimesFM-2.0/CPHL/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c57b6bb67c585179b73e4086257a9c946c1b40954cad4f0d77de3ef7d2c8bd2 +size 3473 diff --git a/results/TimesFM-2.0/CPHL/15T/medium/predictions.npz b/results/TimesFM-2.0/CPHL/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2b96788cdc599f4f8bbaf9f0f41bdd94853845d0 --- /dev/null +++ b/results/TimesFM-2.0/CPHL/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:787a27517d57b916f402ebf38e28eed54198c74143d42b3db0fe98e2779cd798 +size 39358 diff --git a/results/TimesFM-2.0/CPHL/15T/short/config.json b/results/TimesFM-2.0/CPHL/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a8fdcb8801b6d28656aac6ed88813fef01c52b8d --- /dev/null +++ b/results/TimesFM-2.0/CPHL/15T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/15T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/CPHL/15T/short/metrics.npz b/results/TimesFM-2.0/CPHL/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..451e502269ac973928111b4ef400c531b8a1091f --- /dev/null +++ b/results/TimesFM-2.0/CPHL/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c93b54dfedd5ce04d9d82983b71994ef018b31b9bda80854dcf1e3f8564ca14 +size 15742 diff --git a/results/TimesFM-2.0/CPHL/15T/short/predictions.npz b/results/TimesFM-2.0/CPHL/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..af190613fc6b03f5b7d1b1714715eeb11a13cbf2 --- /dev/null +++ b/results/TimesFM-2.0/CPHL/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b541e1989084f0a042ab1cd5d3d5cf6e915e27dccc41f6e0ad610e6c9122bb36 +size 40328 diff --git a/results/TimesFM-2.0/CPHL/30T/long/config.json b/results/TimesFM-2.0/CPHL/30T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..81a66ec2b4a59bc43fc9f40a85cc9545d802c5c4 --- /dev/null +++ b/results/TimesFM-2.0/CPHL/30T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/30T/long", + "num_series": 2, + "num_windows": 10, + "num_variates": 1, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 144, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/CPHL/30T/long/metrics.npz b/results/TimesFM-2.0/CPHL/30T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c432031997c7e3b720c862fdb7306d4702ef359b --- /dev/null +++ b/results/TimesFM-2.0/CPHL/30T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:678dc0be18deb9a7f684cdbdf79b0336a11d4e0be2167661a844964a18dc320c +size 2838 diff --git a/results/TimesFM-2.0/CPHL/30T/long/predictions.npz b/results/TimesFM-2.0/CPHL/30T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..25cda0f3dc029126a1e9150faa29942b03c9303f --- /dev/null +++ b/results/TimesFM-2.0/CPHL/30T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8fd50c2f04acc8f70cfd7c2e991580fb82e0df822198816143da237a1663ce50 +size 40025 diff --git a/results/TimesFM-2.0/CPHL/30T/medium/config.json b/results/TimesFM-2.0/CPHL/30T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1682a60db5a2951daa214f91bde281fe601c342e --- /dev/null +++ b/results/TimesFM-2.0/CPHL/30T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/30T/medium", + "num_series": 2, + "num_windows": 30, + "num_variates": 1, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 48, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/CPHL/30T/medium/metrics.npz b/results/TimesFM-2.0/CPHL/30T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3c8e7dd583fbb2cc5ef833b5aae9ec2c0091e882 --- /dev/null +++ b/results/TimesFM-2.0/CPHL/30T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:177dfba0bcf8591093b122f098e1cb27a32e994cc26eea97e74e01cdd8882629 +size 5470 diff --git a/results/TimesFM-2.0/CPHL/30T/medium/predictions.npz b/results/TimesFM-2.0/CPHL/30T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..97e81961b32bb5cd0d31d02dd0880dd6a5951e10 --- /dev/null +++ b/results/TimesFM-2.0/CPHL/30T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:385f871888ab0ce9226374e2fd610ab98ffe1c3d2e05653887a4aa267db4ad8d +size 40261 diff --git a/results/TimesFM-2.0/CPHL/30T/short/config.json b/results/TimesFM-2.0/CPHL/30T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f4da64817f4688d879ccc6f09a24262aa81ee29f --- /dev/null +++ b/results/TimesFM-2.0/CPHL/30T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/30T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/CPHL/30T/short/metrics.npz b/results/TimesFM-2.0/CPHL/30T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cb56925bb7decc1af2a577b786061d272576bcc5 --- /dev/null +++ b/results/TimesFM-2.0/CPHL/30T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f331fe986b4f7c38b09ac32f74788bbc12a23aa9685b53034f3f6f2bb0c5be3c +size 15886 diff --git a/results/TimesFM-2.0/CPHL/30T/short/predictions.npz b/results/TimesFM-2.0/CPHL/30T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..efde239bd7180e78b5d77da059599820b147a65a --- /dev/null +++ b/results/TimesFM-2.0/CPHL/30T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f431416255be84e76925c167912efb6bb04c642ae5cb69be88b1da4eab59dcce +size 41444 diff --git a/results/TimesFM-2.0/CPHL/H/long/config.json b/results/TimesFM-2.0/CPHL/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..95ca409c8136d4e1cf8a12daa171b42865efab25 --- /dev/null +++ b/results/TimesFM-2.0/CPHL/H/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/H/long", + "num_series": 4, + "num_windows": 2, + "num_variates": 1, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 336, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/CPHL/H/long/metrics.npz b/results/TimesFM-2.0/CPHL/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fb1764e610210f399ba19ef4479b5fb2fe84d55b --- /dev/null +++ b/results/TimesFM-2.0/CPHL/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc43303a35e90df5a514586283824366dd3a63be7768d58f00e98190a50a7980 +size 2038 diff --git a/results/TimesFM-2.0/CPHL/H/long/predictions.npz b/results/TimesFM-2.0/CPHL/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4ddae4778d83120b1b60f185d27ac192dc459aff --- /dev/null +++ b/results/TimesFM-2.0/CPHL/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a82081137b1a7348bb2f78436a341c48b4d780758f2130511aad0900b73f2719 +size 36436 diff --git a/results/TimesFM-2.0/CPHL/H/medium/config.json b/results/TimesFM-2.0/CPHL/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..93c286775b4b060ff0c03d564268adca7f8b2c27 --- /dev/null +++ b/results/TimesFM-2.0/CPHL/H/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/H/medium", + "num_series": 4, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/CPHL/H/medium/metrics.npz b/results/TimesFM-2.0/CPHL/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..aa975058384970bc66e7fadead86e767e29bdfda --- /dev/null +++ b/results/TimesFM-2.0/CPHL/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8066cd887e69f2814019cb9b4b824b9e6dfc0f5c6d89a17eb0e8be3116b97ca5 +size 2561 diff --git a/results/TimesFM-2.0/CPHL/H/medium/predictions.npz b/results/TimesFM-2.0/CPHL/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7b2d60aa7810c52b491a3b2420834595340bd5a6 --- /dev/null +++ b/results/TimesFM-2.0/CPHL/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b1d9919355fcee782f8bce16245f77966b8ecc0c84969b3f6953a7ae43db70f1 +size 37703 diff --git a/results/TimesFM-2.0/CPHL/H/short/config.json b/results/TimesFM-2.0/CPHL/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..af63095a7e28ee51294af2d64777ddd6e171a097 --- /dev/null +++ b/results/TimesFM-2.0/CPHL/H/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "CPHL/H/short", + "num_series": 4, + "num_windows": 28, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/CPHL/H/short/metrics.npz b/results/TimesFM-2.0/CPHL/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0612ff60373144139c3a2b47094988b4326e986f --- /dev/null +++ b/results/TimesFM-2.0/CPHL/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb99a99e0a598c76e90d7dba7fbbb7fa6159032652eefaaa6c41a5f0223bf1f9 +size 8486 diff --git a/results/TimesFM-2.0/CPHL/H/short/predictions.npz b/results/TimesFM-2.0/CPHL/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7e64db573908c55b780c748b38322fa7efee66a2 --- /dev/null +++ b/results/TimesFM-2.0/CPHL/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3105eefd5b867455fde138d437bb104e504998ed6d0ab538c6981c8517799b66 +size 39063 diff --git a/results/TimesFM-2.0/Coastal_T_S/15T/long/config.json b/results/TimesFM-2.0/Coastal_T_S/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..46998cf6d60b7cd160e4097269d075217160e698 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/15T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Coastal_T_S/15T/long/metrics.npz b/results/TimesFM-2.0/Coastal_T_S/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a5fcfbd77b69f8b9baeb8e18e4d7522292640170 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5840afc76fbcb33df5f11a7e9a215e0a95b1a61d67d637cc702a1768bee428fb +size 6267 diff --git a/results/TimesFM-2.0/Coastal_T_S/15T/long/predictions.npz b/results/TimesFM-2.0/Coastal_T_S/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..055a845fe41e161d8d7fb97e43a4778ba30c1b92 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23a992d1a4b25908c98585d875e4f0841b0ca83203a87c48bb1b0f548e731350 +size 105683 diff --git a/results/TimesFM-2.0/Coastal_T_S/15T/medium/config.json b/results/TimesFM-2.0/Coastal_T_S/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a512ef464f714fba250f62b055a89e2d4b7464d5 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/15T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Coastal_T_S/15T/medium/metrics.npz b/results/TimesFM-2.0/Coastal_T_S/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6a48c12e79a471d973961a3af08bfaad1d7f6f1d --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31ea3db02ad92d3034b3778a487ef547e9df45321206bb101bb7219bfbd79b41 +size 14837 diff --git a/results/TimesFM-2.0/Coastal_T_S/15T/medium/predictions.npz b/results/TimesFM-2.0/Coastal_T_S/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0adb403b34a57712381c53b13bf2c97d2f42857b --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:62a0a83e29e087fa9eb1b3da7dc6342babcd087797a937fdd95f20df34b5c1fc +size 123757 diff --git a/results/TimesFM-2.0/Coastal_T_S/15T/short/config.json b/results/TimesFM-2.0/Coastal_T_S/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dd7984a2e3df403b7ab245d5e6038af895cf91ed --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/15T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Coastal_T_S/15T/short/metrics.npz b/results/TimesFM-2.0/Coastal_T_S/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d5355f5d53e1171054ddd68678bb06e8c3cdac5b --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ddeaab5da481ca7e864185e65fa889b18e9efb7d747c012d056b219e36ec9299 +size 103000 diff --git a/results/TimesFM-2.0/Coastal_T_S/15T/short/predictions.npz b/results/TimesFM-2.0/Coastal_T_S/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..486633005f00239ac7aa6304c325a2514831c2c5 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af6e493307c9865000d52571418964c8356dd2a0e377a886cd6334e9f525ea5f +size 153770 diff --git a/results/TimesFM-2.0/Coastal_T_S/20T/long/config.json b/results/TimesFM-2.0/Coastal_T_S/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..312a74b4f45aa6ad6d5498aa940279c3aad3cbe0 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/20T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/20T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 216, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Coastal_T_S/20T/long/metrics.npz b/results/TimesFM-2.0/Coastal_T_S/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d7f0b4f4eaae1f7960cea7924cf0aa96634f0ef8 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a65b4c1733d9bd7a9a036e101a61b36760c5bc2c5c2c924a117f09cfd587e7dd +size 2478 diff --git a/results/TimesFM-2.0/Coastal_T_S/20T/long/predictions.npz b/results/TimesFM-2.0/Coastal_T_S/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cb52b83afd759989cca6320ccfed47d8a4da9327 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f93b27114188ef3c520d567d8799a26c3bde384e2f8b1c08bca6ae2aa0d372a5 +size 14679 diff --git a/results/TimesFM-2.0/Coastal_T_S/20T/medium/config.json b/results/TimesFM-2.0/Coastal_T_S/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c58bc2e3ef5f477878bd73a3087ba55494b84ce1 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/20T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/20T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 72, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Coastal_T_S/20T/medium/metrics.npz b/results/TimesFM-2.0/Coastal_T_S/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..899d94c3f41a058fd8c1e6e944ba78c3a1ab3f25 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32882319737fe37218178466a3b4604be080af1618aab1b42718fc424a55472b +size 4356 diff --git a/results/TimesFM-2.0/Coastal_T_S/20T/medium/predictions.npz b/results/TimesFM-2.0/Coastal_T_S/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d9d96100b7a811b3b78bf26c5854e047e2a76d06 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2ed1102a2f682ca34208fe998649f6e8d8fa1e0403da03025186b7d7fc7e6cf +size 16567 diff --git a/results/TimesFM-2.0/Coastal_T_S/20T/short/config.json b/results/TimesFM-2.0/Coastal_T_S/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..082577f3cfc46f6f27d7c0873d9a716b8f1fe48b --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/20T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/20T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 9, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Coastal_T_S/20T/short/metrics.npz b/results/TimesFM-2.0/Coastal_T_S/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bcea28a95169fc91877bc3cecce9bcd97d51288e --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dfac2f38afbd7babddd96f04a7a782e7528a78e9cdf2213e4a30df1a2c92d99a +size 21711 diff --git a/results/TimesFM-2.0/Coastal_T_S/20T/short/predictions.npz b/results/TimesFM-2.0/Coastal_T_S/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd675c31695044d3e7e1b23229ded92d47a6e946 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:afdfab0592cd7658ce10212da12fd889f6af36cd22567c058e6c55e09717e251 +size 21200 diff --git a/results/TimesFM-2.0/Coastal_T_S/5T/long/config.json b/results/TimesFM-2.0/Coastal_T_S/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..37a1fbbbca16451f7125d6c3038626fcfa39a4a9 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/5T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/5T/long", + "num_series": 18, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 864, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Coastal_T_S/5T/long/metrics.npz b/results/TimesFM-2.0/Coastal_T_S/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fc5bc76e285baf17c5d0cfff9eced96d1c0ba513 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4f056898f451cfba509ddcfa0f20e384c3ac76f4193df9b109dcb71acef9e16 +size 17757 diff --git a/results/TimesFM-2.0/Coastal_T_S/5T/long/predictions.npz b/results/TimesFM-2.0/Coastal_T_S/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..077122fa8e624c7f439489d23d7fbcbca4bec9d5 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c120e0186f852ae49e157d14536135fe56365514ddaab5effb5133256327802 +size 805441 diff --git a/results/TimesFM-2.0/Coastal_T_S/5T/medium/config.json b/results/TimesFM-2.0/Coastal_T_S/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bc0ad74789b09416c5b0e2228d7665dd3a8aa11a --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/5T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/5T/medium", + "num_series": 18, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Coastal_T_S/5T/medium/metrics.npz b/results/TimesFM-2.0/Coastal_T_S/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b1ca24101871902725710e310a784084320eefa2 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e685336bd0e9ea0d3131528afda391aacacfc73e9d14e3f29b06821049b29395 +size 48523 diff --git a/results/TimesFM-2.0/Coastal_T_S/5T/medium/predictions.npz b/results/TimesFM-2.0/Coastal_T_S/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8653500cbec6496e18829f6ceab93d327b0a11c3 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb1987dcb638379d5fb5e95dd354d7fc9f87a9362d108efc071088848e59353c +size 1010087 diff --git a/results/TimesFM-2.0/Coastal_T_S/5T/short/config.json b/results/TimesFM-2.0/Coastal_T_S/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c326a6f066fa46f0e37e5f0902d0466158e09cf8 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/5T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/5T/short", + "num_series": 18, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 36, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Coastal_T_S/5T/short/metrics.npz b/results/TimesFM-2.0/Coastal_T_S/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e50e6b893b986af0e5b31aa347515ed67214bd85 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa12a4b8d4715dbb571796b670df7c0edfa8bb9844c56d7f506b1226ec91c52d +size 368284 diff --git a/results/TimesFM-2.0/Coastal_T_S/5T/short/predictions.npz b/results/TimesFM-2.0/Coastal_T_S/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..90efcf10d9f2b3fe44becd1ec6e14dc88aa82f42 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e02ead3f7ab9fa633a9530f76fd6e27cfde131380ba9d328ae5c9336cf9f8186 +size 1240438 diff --git a/results/TimesFM-2.0/Coastal_T_S/H/long/config.json b/results/TimesFM-2.0/Coastal_T_S/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2c8625817da5299f795ad7e4cd0773d7be7cd4ff --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/H/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/H/long", + "num_series": 24, + "num_windows": 2, + "num_variates": 3, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 336, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Coastal_T_S/H/long/metrics.npz b/results/TimesFM-2.0/Coastal_T_S/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6f0603262057c4fb3057f7103307995957660af3 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f58ca74a7885dd9ef1ed891256a7bfdb6acc43ac9edacc097deacb69e9418794 +size 10424 diff --git a/results/TimesFM-2.0/Coastal_T_S/H/long/predictions.npz b/results/TimesFM-2.0/Coastal_T_S/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9c517185f71b6ff577d1e513ff092515c4aeefb5 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23510c63662db2ef74299c46a721303ec391edf3dd17560bd6d1cc60b8702eba +size 239837 diff --git a/results/TimesFM-2.0/Coastal_T_S/H/medium/config.json b/results/TimesFM-2.0/Coastal_T_S/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..17276c390fcd2c83e89cea12ba6ba29b6b3d3452 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/H/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/H/medium", + "num_series": 24, + "num_windows": 4, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Coastal_T_S/H/medium/metrics.npz b/results/TimesFM-2.0/Coastal_T_S/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a4c05232d9f89d4745324a178420d6d66d5f75f3 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98046c0c4da93d5bb5eeaf01d7c61d64cdf3fccc34de81bad5742f36f3618a55 +size 18601 diff --git a/results/TimesFM-2.0/Coastal_T_S/H/medium/predictions.npz b/results/TimesFM-2.0/Coastal_T_S/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..006d73ece6e9bf73a82887b43e0ddb081d9a8e7c --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c848fbc87fa9450ab5dfcb4617af029fd5ff2a2447837122ec78a0279e3f9e2 +size 288316 diff --git a/results/TimesFM-2.0/Coastal_T_S/H/short/config.json b/results/TimesFM-2.0/Coastal_T_S/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8afefe7cbe11c2ac46d77483c0b7c96053278132 --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/H/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Coastal_T_S/H/short", + "num_series": 24, + "num_windows": 28, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Coastal_T_S/H/short/metrics.npz b/results/TimesFM-2.0/Coastal_T_S/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..97ab7265e1e6de6d8d0bc09a7479c24faaec0afb --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9539fd651a7e3b3a941779c1204b87222f2dc5fe341062e99898e51b1b5783b4 +size 115352 diff --git a/results/TimesFM-2.0/Coastal_T_S/H/short/predictions.npz b/results/TimesFM-2.0/Coastal_T_S/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..49d8f60b45c30de889e370930fa4a3063cb5023e --- /dev/null +++ b/results/TimesFM-2.0/Coastal_T_S/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:627c37452f9c28fca43215e3f89390c48b161fe1a121905eaf8782f9ff73dc3a +size 340785 diff --git a/results/TimesFM-2.0/Commodity_Import/M/short/config.json b/results/TimesFM-2.0/Commodity_Import/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..982b6fd783599e9b52e51b475c40c0060de19467 --- /dev/null +++ b/results/TimesFM-2.0/Commodity_Import/M/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Commodity_Import/M/short", + "num_series": 8, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Commodity_Import/M/short/metrics.npz b/results/TimesFM-2.0/Commodity_Import/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b275a57737b3306a90fec041a94e31aee09a0297 --- /dev/null +++ b/results/TimesFM-2.0/Commodity_Import/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0803700e71bf648fcf17f83a3bb2cc6b19cdec08f94ab01c2b1d72091558b4b +size 4097 diff --git a/results/TimesFM-2.0/Commodity_Import/M/short/predictions.npz b/results/TimesFM-2.0/Commodity_Import/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4459fda9dde275f76cc80df5ec399bcbb9f3402b --- /dev/null +++ b/results/TimesFM-2.0/Commodity_Import/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96d2eea8d39f562595d03ca861cd7e3aa8a82e39d2b1956cb678fcf33d6eb518 +size 7932 diff --git a/results/TimesFM-2.0/Commodity_Production/M/short/config.json b/results/TimesFM-2.0/Commodity_Production/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5419dc5bc7dc3eff8f9a52e4761fa4e4686aa497 --- /dev/null +++ b/results/TimesFM-2.0/Commodity_Production/M/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Commodity_Production/M/short", + "num_series": 32, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Commodity_Production/M/short/metrics.npz b/results/TimesFM-2.0/Commodity_Production/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..81c26d6e9bb514e9da8476fc647a16fc80940404 --- /dev/null +++ b/results/TimesFM-2.0/Commodity_Production/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e7e49ad332ddd3dc6b6115d8abaab3f6c4b487bedd4516b5445f8bb5df0d97d +size 11162 diff --git a/results/TimesFM-2.0/Commodity_Production/M/short/predictions.npz b/results/TimesFM-2.0/Commodity_Production/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4d43a6f773c64671338f6081d5c142a260de3343 --- /dev/null +++ b/results/TimesFM-2.0/Commodity_Production/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b1a2885bcd2d84303bb3c6c90f565085256107a44adb985b852a03e0582a1c7 +size 29599 diff --git a/results/TimesFM-2.0/Crypto/D/short/config.json b/results/TimesFM-2.0/Crypto/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..93f12429f571e164d8a4354c987e799b25b5378b --- /dev/null +++ b/results/TimesFM-2.0/Crypto/D/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Crypto/D/short", + "num_series": 1, + "num_windows": 9, + "num_variates": 4, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-2.0-500M", + "horizon_len": 30, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Crypto/D/short/metrics.npz b/results/TimesFM-2.0/Crypto/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7c3bd9a63d2d4cab96eaac238e14ddf92cf054d0 --- /dev/null +++ b/results/TimesFM-2.0/Crypto/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6548d1f8dec6ad980dc98fa868db3668abe85a5c8c4d63c3cdce77d9baf6827 +size 3853 diff --git a/results/TimesFM-2.0/Crypto/D/short/predictions.npz b/results/TimesFM-2.0/Crypto/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..324890d27a642edb360b4e36303ad09ba8c0e880 --- /dev/null +++ b/results/TimesFM-2.0/Crypto/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1aefe9f7bd97c9e055dd4e6809868065fd0400bfd2090cf1126901e6a41f18f0 +size 15323 diff --git a/results/TimesFM-2.0/ECDC_COVID/D/short/config.json b/results/TimesFM-2.0/ECDC_COVID/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3a6baaade7e0c9f5b1b204b55792eb8f7c6bb617 --- /dev/null +++ b/results/TimesFM-2.0/ECDC_COVID/D/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "ECDC_COVID/D/short", + "num_series": 9, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 30, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/ECDC_COVID/D/short/metrics.npz b/results/TimesFM-2.0/ECDC_COVID/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..44ad46b1cbb34e68a419f3724f76ef370b63fcfb --- /dev/null +++ b/results/TimesFM-2.0/ECDC_COVID/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b037f153daad18d7055a0d365aaea688f589b9c06c4887ace7c8e7bf1ac42b4 +size 4435 diff --git a/results/TimesFM-2.0/ECDC_COVID/D/short/predictions.npz b/results/TimesFM-2.0/ECDC_COVID/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..39aa238a0141c839eff05bc19fa4ef80d8f59f14 --- /dev/null +++ b/results/TimesFM-2.0/ECDC_COVID/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07afb71279d6f66a8c9a703493fa5c551edb1caebcb262fed20eb517d2ca88b6 +size 21410 diff --git a/results/TimesFM-2.0/ECDC_COVID/W/short/config.json b/results/TimesFM-2.0/ECDC_COVID/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..18a5710fac4cd9a8eb102624ede1925874c359fe --- /dev/null +++ b/results/TimesFM-2.0/ECDC_COVID/W/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "ECDC_COVID/W/short", + "num_series": 16, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 13, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/ECDC_COVID/W/short/metrics.npz b/results/TimesFM-2.0/ECDC_COVID/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..44f256593f3b8e96e7a7408302a225c034be87aa --- /dev/null +++ b/results/TimesFM-2.0/ECDC_COVID/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:156d840601e26a4e1f83936368b2f37b13a1801f273d24acc408c13e14653262 +size 5701 diff --git a/results/TimesFM-2.0/ECDC_COVID/W/short/predictions.npz b/results/TimesFM-2.0/ECDC_COVID/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..693244c1a689e9a9b70ba9ce6d42982cea1ecec4 --- /dev/null +++ b/results/TimesFM-2.0/ECDC_COVID/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ae406efc29ffb877d3695ada20205b09845b6cd0c33c8a4ca508fc72bfa4af4 +size 14339 diff --git a/results/TimesFM-2.0/EWELD_Load/15T/long/config.json b/results/TimesFM-2.0/EWELD_Load/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..45b145d2421848a14b4527c5d84828062a70e96e --- /dev/null +++ b/results/TimesFM-2.0/EWELD_Load/15T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "EWELD_Load/15T/long", + "num_series": 1, + "num_windows": 2, + "num_variates": 10, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 672, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/EWELD_Load/15T/long/metrics.npz b/results/TimesFM-2.0/EWELD_Load/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..365388bd0465aa32572f8a5e7c8cba0f3895b77e --- /dev/null +++ b/results/TimesFM-2.0/EWELD_Load/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b39acaa80442a1ee0f406d2b6c99c8f440e8f03ce732277f39e70e25736f2f75 +size 2847 diff --git a/results/TimesFM-2.0/EWELD_Load/15T/long/predictions.npz b/results/TimesFM-2.0/EWELD_Load/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ceb749862a7cad38a681c9c4ef101f4ea702c18f --- /dev/null +++ b/results/TimesFM-2.0/EWELD_Load/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1c2891d0446fae65ade94106f4de829f102cdc7f621c7289d9c9f73536947f2 +size 202599 diff --git a/results/TimesFM-2.0/EWELD_Load/15T/medium/config.json b/results/TimesFM-2.0/EWELD_Load/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..47953999f24c6fe39c0f9de52f83054b46270817 --- /dev/null +++ b/results/TimesFM-2.0/EWELD_Load/15T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "EWELD_Load/15T/medium", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/EWELD_Load/15T/medium/metrics.npz b/results/TimesFM-2.0/EWELD_Load/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c745d8be0f389314d028a78c4d8b2328f55ec0e3 --- /dev/null +++ b/results/TimesFM-2.0/EWELD_Load/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f24a7fbfa06aa3e5d1a68e85facbc237ceeda808c1b9955a18856fa913250fc7 +size 10225 diff --git a/results/TimesFM-2.0/EWELD_Load/15T/medium/predictions.npz b/results/TimesFM-2.0/EWELD_Load/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..932cb1e63d2e43e2f5aa1045170928f401cef963 --- /dev/null +++ b/results/TimesFM-2.0/EWELD_Load/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c763f5eeccb2650b8f04c9c02747429cbce1b0a0d6b835c6a7ab353f11726d3 +size 210313 diff --git a/results/TimesFM-2.0/EWELD_Load/15T/short/config.json b/results/TimesFM-2.0/EWELD_Load/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..762c7a51b39da69521e31e4e8956e25e78ae2132 --- /dev/null +++ b/results/TimesFM-2.0/EWELD_Load/15T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "EWELD_Load/15T/short", + "num_series": 1, + "num_windows": 56, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/EWELD_Load/15T/short/metrics.npz b/results/TimesFM-2.0/EWELD_Load/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..667a29c25a68a2e796559802c4940cc9faf06c99 --- /dev/null +++ b/results/TimesFM-2.0/EWELD_Load/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:410e4262d0f3a880e5be9f8924a70ca2ce6ec409ecc082dd3300ccf64c2ad5a2 +size 34455 diff --git a/results/TimesFM-2.0/EWELD_Load/15T/short/predictions.npz b/results/TimesFM-2.0/EWELD_Load/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5097d49002099409c95d5eefb603a864af7e1889 --- /dev/null +++ b/results/TimesFM-2.0/EWELD_Load/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8681cbde38e0e2065400b1f32f4a9a5f6d7d61ad09a6edbe786288467507ce19 +size 212045 diff --git a/results/TimesFM-2.0/Finland_Traffic/15T/long/config.json b/results/TimesFM-2.0/Finland_Traffic/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9c8bba4b01b6213a929488b6e1699d6b423d5445 --- /dev/null +++ b/results/TimesFM-2.0/Finland_Traffic/15T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Finland_Traffic/15T/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 672, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Finland_Traffic/15T/long/metrics.npz b/results/TimesFM-2.0/Finland_Traffic/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..354ac2ff471412be2490a33a5373f3ceac8b55ad --- /dev/null +++ b/results/TimesFM-2.0/Finland_Traffic/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bac176bf8bc5bc9059cfcc225d0b0cb4d9542dd3ca40b6eb580eeb9e5e6bf707 +size 1763 diff --git a/results/TimesFM-2.0/Finland_Traffic/15T/long/predictions.npz b/results/TimesFM-2.0/Finland_Traffic/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..641e1b4f4a95d5aed675f99d4495e3345e982988 --- /dev/null +++ b/results/TimesFM-2.0/Finland_Traffic/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c9aea1d58f2a41fd2d52a415f794de8ebfac71b0e32ab99933a5404152391a5 +size 41418 diff --git a/results/TimesFM-2.0/Finland_Traffic/15T/medium/config.json b/results/TimesFM-2.0/Finland_Traffic/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d6a2b75146b1960dbde1eaedf0b3e1e7aa08f7ab --- /dev/null +++ b/results/TimesFM-2.0/Finland_Traffic/15T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Finland_Traffic/15T/medium", + "num_series": 1, + "num_windows": 31, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Finland_Traffic/15T/medium/metrics.npz b/results/TimesFM-2.0/Finland_Traffic/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3af9e0608aebc2d9f93169fa9d94fd3de016ec2b --- /dev/null +++ b/results/TimesFM-2.0/Finland_Traffic/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf55ab4530ba40bdbe42ed15e7a31f1ee51a9f8488199dba74952f17adaa5815 +size 3507 diff --git a/results/TimesFM-2.0/Finland_Traffic/15T/medium/predictions.npz b/results/TimesFM-2.0/Finland_Traffic/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..855ab32f6860e9324e0d3c48ab4f86d1dbf91f5d --- /dev/null +++ b/results/TimesFM-2.0/Finland_Traffic/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0328b4bf124b296129db9e9355bfad2a389357185b70ddc8fda9bd0770c18d4 +size 46383 diff --git a/results/TimesFM-2.0/Finland_Traffic/15T/short/config.json b/results/TimesFM-2.0/Finland_Traffic/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4ea0146a4ff4a23bf3270f8561ad96c88c1daa7a --- /dev/null +++ b/results/TimesFM-2.0/Finland_Traffic/15T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Finland_Traffic/15T/short", + "num_series": 1, + "num_windows": 186, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 16, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Finland_Traffic/15T/short/metrics.npz b/results/TimesFM-2.0/Finland_Traffic/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..44d487ee47d227a2ddb111431e535487a1131d29 --- /dev/null +++ b/results/TimesFM-2.0/Finland_Traffic/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50634515244b0f972c8cf08fdf6b5bde0e71c9a78a7f7b809d735e0d52c13b42 +size 12629 diff --git a/results/TimesFM-2.0/Finland_Traffic/15T/short/predictions.npz b/results/TimesFM-2.0/Finland_Traffic/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7924a71aaa435daab19109f20fb470122816d283 --- /dev/null +++ b/results/TimesFM-2.0/Finland_Traffic/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f41ad7854b8ef15688e30fcd81538d2bf1755b0603b32691b336f31f3f7832a0 +size 46453 diff --git a/results/TimesFM-2.0/Global_Influenza/W/short/config.json b/results/TimesFM-2.0/Global_Influenza/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..47a7eccc01ceae570715f56d1ad42b4eb23f66bd --- /dev/null +++ b/results/TimesFM-2.0/Global_Influenza/W/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Global_Influenza/W/short", + "num_series": 15, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-2.0-500M", + "horizon_len": 13, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Global_Influenza/W/short/metrics.npz b/results/TimesFM-2.0/Global_Influenza/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..df74be8364b35f61bbde26bc17ccea93ee401ac6 --- /dev/null +++ b/results/TimesFM-2.0/Global_Influenza/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9656788108ff67026f8635c93612928d3332a212ccefc34e8d6bef7c9ab51b11 +size 15825 diff --git a/results/TimesFM-2.0/Global_Influenza/W/short/predictions.npz b/results/TimesFM-2.0/Global_Influenza/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1798b1eeb681aad1174fa767a25dee453dbf840a --- /dev/null +++ b/results/TimesFM-2.0/Global_Influenza/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9615fe9d05cb23e0cbd8dd160f52d267433d3700c3d3b9f677c3e483feca2373 +size 51542 diff --git a/results/TimesFM-2.0/Global_Price/Q/short/config.json b/results/TimesFM-2.0/Global_Price/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ac1be8f95dcf93312249b2c0e048b40565a1bb3b --- /dev/null +++ b/results/TimesFM-2.0/Global_Price/Q/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Global_Price/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 60, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 4, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Global_Price/Q/short/metrics.npz b/results/TimesFM-2.0/Global_Price/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3e9d334f3fc0fcee94dcbcfb0210eff479e70d0c --- /dev/null +++ b/results/TimesFM-2.0/Global_Price/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f95012989ad56cd61b6fc931271a12aa23a0a80afb1301c841d8d6b6aae26cf +size 19128 diff --git a/results/TimesFM-2.0/Global_Price/Q/short/predictions.npz b/results/TimesFM-2.0/Global_Price/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..086800e84531e3d418c9aa1c2b9d56c897813d7a --- /dev/null +++ b/results/TimesFM-2.0/Global_Price/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc5517289beb923b2fcabb4cacbc337a1e0a17807d678a639441b5d522594a27 +size 19955 diff --git a/results/TimesFM-2.0/Housing_Inventory/M/short/config.json b/results/TimesFM-2.0/Housing_Inventory/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7bfc7b2dc7f43e67ccb75ff0c26c4bcb4a965689 --- /dev/null +++ b/results/TimesFM-2.0/Housing_Inventory/M/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Housing_Inventory/M/short", + "num_series": 1, + "num_windows": 3, + "num_variates": 4, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-2.0-500M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Housing_Inventory/M/short/metrics.npz b/results/TimesFM-2.0/Housing_Inventory/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3c74c761a9056e546f825a08a7512641d16718bb --- /dev/null +++ b/results/TimesFM-2.0/Housing_Inventory/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7bd030f4823d63a0897c698309fd032c81d2153f142b5a5a224ca37fbde4d3fc +size 2275 diff --git a/results/TimesFM-2.0/Housing_Inventory/M/short/predictions.npz b/results/TimesFM-2.0/Housing_Inventory/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..483e2a75d1e335be98c2388f13d5b087f7f7e298 --- /dev/null +++ b/results/TimesFM-2.0/Housing_Inventory/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:549285cbc2030dee6d5ff6c7d17dc7dacb200f9193faff5fb22d7137ab8bcb31 +size 2631 diff --git a/results/TimesFM-2.0/JOLTS/M/short/config.json b/results/TimesFM-2.0/JOLTS/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d5e25401095526bb6aef0cad90a13bac532021db --- /dev/null +++ b/results/TimesFM-2.0/JOLTS/M/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "JOLTS/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/JOLTS/M/short/metrics.npz b/results/TimesFM-2.0/JOLTS/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..95787a4eed3de18cde4a892b7fa6e56f9c97a16f --- /dev/null +++ b/results/TimesFM-2.0/JOLTS/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa4d82f6e6eba5b3ad3589ce4e67c98e2bb36dd0cec50a2773e96430425ab8df +size 3430 diff --git a/results/TimesFM-2.0/JOLTS/M/short/predictions.npz b/results/TimesFM-2.0/JOLTS/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c7f76ea1376f31d73fbc761f3fd2ae1a379b4149 --- /dev/null +++ b/results/TimesFM-2.0/JOLTS/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f8d3d5f8f22bb626d0e130a99c38d755bfd9ba74a632ef2ee6ee6c605397c91 +size 5974 diff --git a/results/TimesFM-2.0/Job_Claims/W/short/config.json b/results/TimesFM-2.0/Job_Claims/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..886257a2c48c84209a20d33229fe8b0eda69c919 --- /dev/null +++ b/results/TimesFM-2.0/Job_Claims/W/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Job_Claims/W/short", + "num_series": 1, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-2.0-500M", + "horizon_len": 13, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Job_Claims/W/short/metrics.npz b/results/TimesFM-2.0/Job_Claims/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..af896dde8a688c9db4301fc8328f1c76422f8ed5 --- /dev/null +++ b/results/TimesFM-2.0/Job_Claims/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b53919962994eff14fde9cd60698ab747afc510a7020708c71144483f0b49e3 +size 2024 diff --git a/results/TimesFM-2.0/Job_Claims/W/short/predictions.npz b/results/TimesFM-2.0/Job_Claims/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..560c03d46eb5f72161bc9870ea254bf5c9b89f26 --- /dev/null +++ b/results/TimesFM-2.0/Job_Claims/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8db0a4546ac122651f0973f343bc97accd38833a35dc68d9a0cff36330a36c4d +size 1683 diff --git a/results/TimesFM-2.0/MetroPT-3/5T/long/config.json b/results/TimesFM-2.0/MetroPT-3/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c277124606d63b58f2a765693b13196d84ca7134 --- /dev/null +++ b/results/TimesFM-2.0/MetroPT-3/5T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "MetroPT-3/5T/long", + "num_series": 1, + "num_windows": 3, + "num_variates": 6, + "prediction_length": 576, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 576, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/MetroPT-3/5T/long/metrics.npz b/results/TimesFM-2.0/MetroPT-3/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b0d2db49f3b94db25950642e287701433f5003f8 --- /dev/null +++ b/results/TimesFM-2.0/MetroPT-3/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05c2ed229cdc369b1a7c71aca3e30c1ad31ee5786e90cef635e7c310c0579203 +size 2708 diff --git a/results/TimesFM-2.0/MetroPT-3/5T/long/predictions.npz b/results/TimesFM-2.0/MetroPT-3/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..81189ee6d8bdd04fd6fa7ef7668bef67feb2128f --- /dev/null +++ b/results/TimesFM-2.0/MetroPT-3/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d77bfd4f1477ef176d65e23f45784e6750b66c6aa5c4855ba4c81a4c0fe7525 +size 109808 diff --git a/results/TimesFM-2.0/MetroPT-3/5T/medium/config.json b/results/TimesFM-2.0/MetroPT-3/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..61ade679814d5769135b0173929bdc23b8e6ffb0 --- /dev/null +++ b/results/TimesFM-2.0/MetroPT-3/5T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "MetroPT-3/5T/medium", + "num_series": 1, + "num_windows": 6, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/MetroPT-3/5T/medium/metrics.npz b/results/TimesFM-2.0/MetroPT-3/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bd29e9c91834b41ce955759164331a4813e27240 --- /dev/null +++ b/results/TimesFM-2.0/MetroPT-3/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31b3588bd5e66ac5c9cf3bd0c72891baaf91a65bbee6d51d0b47b3eb638917c9 +size 3903 diff --git a/results/TimesFM-2.0/MetroPT-3/5T/medium/predictions.npz b/results/TimesFM-2.0/MetroPT-3/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b54cbd6c94da2935b806a8fd22ac1fa72ef7e784 --- /dev/null +++ b/results/TimesFM-2.0/MetroPT-3/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd65e7e649487a4f9ee2b0c50c6d241c015809828d8d78f4077925f5edc3aaa2 +size 121012 diff --git a/results/TimesFM-2.0/MetroPT-3/5T/short/config.json b/results/TimesFM-2.0/MetroPT-3/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..86a32e0428b5ef7c4364bfdacb65c3c0e8088042 --- /dev/null +++ b/results/TimesFM-2.0/MetroPT-3/5T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "MetroPT-3/5T/short", + "num_series": 1, + "num_windows": 36, + "num_variates": 6, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 48, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/MetroPT-3/5T/short/metrics.npz b/results/TimesFM-2.0/MetroPT-3/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4a716f9a34166d0865d0a00139ad0ecc12f1876a --- /dev/null +++ b/results/TimesFM-2.0/MetroPT-3/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7484e2d5a757a29173edfac18f0a7c890aac96318eba8bd11b2d748085a87dc +size 14396 diff --git a/results/TimesFM-2.0/MetroPT-3/5T/short/predictions.npz b/results/TimesFM-2.0/MetroPT-3/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..32fc57e80f7481fb2daacbd85d5f4328c8073c76 --- /dev/null +++ b/results/TimesFM-2.0/MetroPT-3/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:03d8d8181d6ee3cd4efe4d0cd2b47803823cae5b4bed0f78d62ef65ca484281c +size 131899 diff --git a/results/TimesFM-2.0/NE_China_Wind/H/long/config.json b/results/TimesFM-2.0/NE_China_Wind/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..86fe3214534de50140ce074e75e5954817fde1a1 --- /dev/null +++ b/results/TimesFM-2.0/NE_China_Wind/H/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "NE_China_Wind/H/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/NE_China_Wind/H/long/metrics.npz b/results/TimesFM-2.0/NE_China_Wind/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..781aadd229701cab9093ac265724ad8e73f6bd4a --- /dev/null +++ b/results/TimesFM-2.0/NE_China_Wind/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b979e0eb0b5b89e95300dfb79cd5d4a624c7b401a15f952724fe8e2d6d88e08 +size 2563 diff --git a/results/TimesFM-2.0/NE_China_Wind/H/long/predictions.npz b/results/TimesFM-2.0/NE_China_Wind/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ad26021053ab275af04745acf76d3b32b5c287bd --- /dev/null +++ b/results/TimesFM-2.0/NE_China_Wind/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a11a57215834abe46cdb975a1fa9706a2fc751a0401ed0cba6df08a0e4168bc5 +size 42684 diff --git a/results/TimesFM-2.0/NE_China_Wind/H/medium/config.json b/results/TimesFM-2.0/NE_China_Wind/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e6c5eb6f57c5e25d51cb8a3354ffce9d757e4e03 --- /dev/null +++ b/results/TimesFM-2.0/NE_China_Wind/H/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "NE_China_Wind/H/medium", + "num_series": 1, + "num_windows": 10, + "num_variates": 4, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 72, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/NE_China_Wind/H/medium/metrics.npz b/results/TimesFM-2.0/NE_China_Wind/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0b31435ba5c0ee962e2b53f23fd64015bab88628 --- /dev/null +++ b/results/TimesFM-2.0/NE_China_Wind/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:506ce8d910c5416367ab8b97cd37d0c9fef10ecb36b354d91e5007bb0dfbc060 +size 4147 diff --git a/results/TimesFM-2.0/NE_China_Wind/H/medium/predictions.npz b/results/TimesFM-2.0/NE_China_Wind/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..61682fee159b5c6412efd79bf045fc8ca37f60bb --- /dev/null +++ b/results/TimesFM-2.0/NE_China_Wind/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6bc3ad5a58959b44bd5c1741ea30b89b602f33d51b799a2fd9109c02611f25f +size 45889 diff --git a/results/TimesFM-2.0/NE_China_Wind/H/short/config.json b/results/TimesFM-2.0/NE_China_Wind/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7fe5bcbc60cc3978277c5e42a9d2187ffdbad93f --- /dev/null +++ b/results/TimesFM-2.0/NE_China_Wind/H/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "NE_China_Wind/H/short", + "num_series": 1, + "num_windows": 30, + "num_variates": 4, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/NE_China_Wind/H/short/metrics.npz b/results/TimesFM-2.0/NE_China_Wind/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1bb596ac605cf3c78432aa9bc3adae3956ea3611 --- /dev/null +++ b/results/TimesFM-2.0/NE_China_Wind/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a243e4cf06b208760c8e6a022024a80109bfa5898a0eec047d5cbc3c29af4f06 +size 8966 diff --git a/results/TimesFM-2.0/NE_China_Wind/H/short/predictions.npz b/results/TimesFM-2.0/NE_China_Wind/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b37eba548b06a02c0aeed4b966ce250c603855db --- /dev/null +++ b/results/TimesFM-2.0/NE_China_Wind/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f8347e420ba70c105dc58a55b93546e620fcb5d16f225d194834b7ff2305408 +size 45726 diff --git a/results/TimesFM-2.0/Oil_Price/B/short/config.json b/results/TimesFM-2.0/Oil_Price/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..36c2d2c3223be99ae3306d1ab173b9a3d47c2c55 --- /dev/null +++ b/results/TimesFM-2.0/Oil_Price/B/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Oil_Price/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 12, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 20, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Oil_Price/B/short/metrics.npz b/results/TimesFM-2.0/Oil_Price/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b81c4ece0f2230f0238493e7fff9c3d6a9753f72 --- /dev/null +++ b/results/TimesFM-2.0/Oil_Price/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5341c54270af99495744578647dce7c81230a77b42a29f53a5b699e2139b5565 +size 26281 diff --git a/results/TimesFM-2.0/Oil_Price/B/short/predictions.npz b/results/TimesFM-2.0/Oil_Price/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..06ecd5f813d89aaeba017b9fc7839c73b1f1032c --- /dev/null +++ b/results/TimesFM-2.0/Oil_Price/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f66ac0e0ba37e54c6e51a59951876fe8cf93605060f7eccd86045a836e3d3044 +size 97704 diff --git a/results/TimesFM-2.0/Online_Retail_2_UCI/D/short/config.json b/results/TimesFM-2.0/Online_Retail_2_UCI/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6ded794da3f397089ae8602755dca83730be920c --- /dev/null +++ b/results/TimesFM-2.0/Online_Retail_2_UCI/D/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Online_Retail_2_UCI/D/short", + "num_series": 1, + "num_windows": 6, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-2.0-500M", + "horizon_len": 30, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Online_Retail_2_UCI/D/short/metrics.npz b/results/TimesFM-2.0/Online_Retail_2_UCI/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5b40bc93c7f0169aa612dc4bc4649af3c9ebf146 --- /dev/null +++ b/results/TimesFM-2.0/Online_Retail_2_UCI/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87ae137dba2b27b3af745b7afb680b465a85d09eec3dbc4c759849ff40b1eb0f +size 1900 diff --git a/results/TimesFM-2.0/Online_Retail_2_UCI/D/short/predictions.npz b/results/TimesFM-2.0/Online_Retail_2_UCI/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..18b799ad5de85988b5bb76829d4cc8d72428a9ef --- /dev/null +++ b/results/TimesFM-2.0/Online_Retail_2_UCI/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ba692ec3a6296ca38280c18b05589758386acf2b08905d317db91a49f73d893e +size 3359 diff --git a/results/TimesFM-2.0/OpenElectricity_NEM/5T/long/config.json b/results/TimesFM-2.0/OpenElectricity_NEM/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8c16bfd26e785babbf5b6a86282481c5de1d2fbf --- /dev/null +++ b/results/TimesFM-2.0/OpenElectricity_NEM/5T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/long", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/OpenElectricity_NEM/5T/long/metrics.npz b/results/TimesFM-2.0/OpenElectricity_NEM/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..90cc83b94975d1f575cc4a2763f53dd860db84ef --- /dev/null +++ b/results/TimesFM-2.0/OpenElectricity_NEM/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:229fb6848573b2bf6e2fadb202c1fa57f00ef133f8ef5783c699f5bd5acd178a +size 10255 diff --git a/results/TimesFM-2.0/OpenElectricity_NEM/5T/long/predictions.npz b/results/TimesFM-2.0/OpenElectricity_NEM/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..05d3fd1d349acdc5a3b5d03cd344c85124548a0b --- /dev/null +++ b/results/TimesFM-2.0/OpenElectricity_NEM/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2cdcc2dbe814538592c6dd5b919b00c425fa88b87b330cf8e5b2dc94d2f87466 +size 572380 diff --git a/results/TimesFM-2.0/OpenElectricity_NEM/5T/medium/config.json b/results/TimesFM-2.0/OpenElectricity_NEM/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..12de9d60a7dfeb173eeb92fed3c56ce213be9a9b --- /dev/null +++ b/results/TimesFM-2.0/OpenElectricity_NEM/5T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/medium", + "num_series": 1, + "num_windows": 42, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/OpenElectricity_NEM/5T/medium/metrics.npz b/results/TimesFM-2.0/OpenElectricity_NEM/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..54ca8631552b04fb0e247afcbcceab2fa2449831 --- /dev/null +++ b/results/TimesFM-2.0/OpenElectricity_NEM/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f41a3d60f13ca87539d30eb54646eb327cf2b158452bd1b0d34d4e24c55be5c0 +size 26361 diff --git a/results/TimesFM-2.0/OpenElectricity_NEM/5T/medium/predictions.npz b/results/TimesFM-2.0/OpenElectricity_NEM/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..122513fbd2b504951923d54f451cb99190a0ef2e --- /dev/null +++ b/results/TimesFM-2.0/OpenElectricity_NEM/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5287dc6c639910c02b8007b960eb8db3035c520f5017a6a3a70e995bf33e0ad +size 575887 diff --git a/results/TimesFM-2.0/OpenElectricity_NEM/5T/short/config.json b/results/TimesFM-2.0/OpenElectricity_NEM/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1ee2368034c69a94b49c9aaef00b115149896064 --- /dev/null +++ b/results/TimesFM-2.0/OpenElectricity_NEM/5T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/short", + "num_series": 1, + "num_windows": 168, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/OpenElectricity_NEM/5T/short/metrics.npz b/results/TimesFM-2.0/OpenElectricity_NEM/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5c42c17fab0e5676b668dbbf9f2f0a0d2c8f078f --- /dev/null +++ b/results/TimesFM-2.0/OpenElectricity_NEM/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73bb8a1011f07171d679edc5e7b5fe45790388845e13cdbabbb1572cd1e60350 +size 98352 diff --git a/results/TimesFM-2.0/OpenElectricity_NEM/5T/short/predictions.npz b/results/TimesFM-2.0/OpenElectricity_NEM/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4cafca6c33761738099b579823fecd9396435b70 --- /dev/null +++ b/results/TimesFM-2.0/OpenElectricity_NEM/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7d4dd9f4eea23f5b1767e18ab6e2cfaeb4b1d086d574b9572cd64a5ae3adaf2 +size 575129 diff --git a/results/TimesFM-2.0/Port_Activity/D/short/config.json b/results/TimesFM-2.0/Port_Activity/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..541b7e2f1cd708b24e54d5cbbdddd0cb2111f56b --- /dev/null +++ b/results/TimesFM-2.0/Port_Activity/D/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Port_Activity/D/short", + "num_series": 99, + "num_windows": 12, + "num_variates": 2, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-2.0-500M", + "horizon_len": 30, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Port_Activity/D/short/metrics.npz b/results/TimesFM-2.0/Port_Activity/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ce41d9099e36c95be0a18b2d84b5c1c9cb217310 --- /dev/null +++ b/results/TimesFM-2.0/Port_Activity/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ce0415fdcafb15e2df15a1401f9f1527f77be1490aa13b58403696309db19cd +size 141210 diff --git a/results/TimesFM-2.0/Port_Activity/D/short/predictions.npz b/results/TimesFM-2.0/Port_Activity/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..014c7205d00fbae9c94f42a390c6f0ae90232e16 --- /dev/null +++ b/results/TimesFM-2.0/Port_Activity/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7cef19987acf3280521938a75b58acd8faf8abe6484a1cd0f28308892e9f9df3 +size 1130585 diff --git a/results/TimesFM-2.0/Port_Activity/W/short/config.json b/results/TimesFM-2.0/Port_Activity/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ff545d1a73b145dd4f9fd3fbae1fe976abbdff1d --- /dev/null +++ b/results/TimesFM-2.0/Port_Activity/W/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Port_Activity/W/short", + "num_series": 99, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-2.0-500M", + "horizon_len": 13, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Port_Activity/W/short/metrics.npz b/results/TimesFM-2.0/Port_Activity/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2a7c1e813e9d1f3b9092b548ffa95c870b9a3514 --- /dev/null +++ b/results/TimesFM-2.0/Port_Activity/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72fdddcdff5e17b96e120e74ae062c2a9b3a06ff05471766716652e44629c82e +size 47780 diff --git a/results/TimesFM-2.0/Port_Activity/W/short/predictions.npz b/results/TimesFM-2.0/Port_Activity/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..73e430561076a2d03ddf27cc81522303ea382a63 --- /dev/null +++ b/results/TimesFM-2.0/Port_Activity/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f35e8a9f0af27f380964a9e64f5f2af7ce02cfd5d88a7f17075120d7cd1a8949 +size 156715 diff --git a/results/TimesFM-2.0/SG_Carpark/15T/long/config.json b/results/TimesFM-2.0/SG_Carpark/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b57d9f717a9eddd219d392027c661758ac455451 --- /dev/null +++ b/results/TimesFM-2.0/SG_Carpark/15T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_Carpark/15T/long", + "num_series": 354, + "num_windows": 1, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 672, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/SG_Carpark/15T/long/metrics.npz b/results/TimesFM-2.0/SG_Carpark/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d0648d97bee0f4345f676cc0453d1d3610091bc1 --- /dev/null +++ b/results/TimesFM-2.0/SG_Carpark/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00fd8e75566a259f85956743ebdae3d6ebf5435d57ebdf6ba32a70c55f3dee28 +size 22729 diff --git a/results/TimesFM-2.0/SG_Carpark/15T/long/predictions.npz b/results/TimesFM-2.0/SG_Carpark/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e8314c8ab1c13a746098e823c13c65e295a2f930 --- /dev/null +++ b/results/TimesFM-2.0/SG_Carpark/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9965669f04ba2c505cc02bce31b62221caf348ab79c55d8e012adaecc8a423e5 +size 2773384 diff --git a/results/TimesFM-2.0/SG_Carpark/15T/medium/config.json b/results/TimesFM-2.0/SG_Carpark/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ac9e47c05d0e121342a4a6bbf3ca096a5ca2cec6 --- /dev/null +++ b/results/TimesFM-2.0/SG_Carpark/15T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_Carpark/15T/medium", + "num_series": 354, + "num_windows": 7, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/SG_Carpark/15T/medium/metrics.npz b/results/TimesFM-2.0/SG_Carpark/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c950f68e7c62db7b010bbe5b435ac6e8d6124ae9 --- /dev/null +++ b/results/TimesFM-2.0/SG_Carpark/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b78a4e007a68a4f00dd8778aa7653c5d4abca5b877de58e22b468f5a67c5819 +size 145247 diff --git a/results/TimesFM-2.0/SG_Carpark/15T/medium/predictions.npz b/results/TimesFM-2.0/SG_Carpark/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4b4f4e9e769fe49a6eb75abaf424e33a4a864a88 --- /dev/null +++ b/results/TimesFM-2.0/SG_Carpark/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee9a1117f65f0628029a97e8d27e946a9d0b4601b9e3fe553eb3eb5144595944 +size 2856431 diff --git a/results/TimesFM-2.0/SG_Carpark/15T/short/config.json b/results/TimesFM-2.0/SG_Carpark/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a7d4c56e293f2876a89323951141c0832c1652ac --- /dev/null +++ b/results/TimesFM-2.0/SG_Carpark/15T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_Carpark/15T/short", + "num_series": 354, + "num_windows": 42, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 16, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/SG_Carpark/15T/short/metrics.npz b/results/TimesFM-2.0/SG_Carpark/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3cd503300079b10e7c27a3e770507293b9f1b1b2 --- /dev/null +++ b/results/TimesFM-2.0/SG_Carpark/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3685cf932130ed86dfc953ffb06071a3db289c3107d326db011a793c25826ba +size 840455 diff --git a/results/TimesFM-2.0/SG_Carpark/15T/short/predictions.npz b/results/TimesFM-2.0/SG_Carpark/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e2aca8b4b4fb3275b810e77f130e63851fa52e8b --- /dev/null +++ b/results/TimesFM-2.0/SG_Carpark/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e6bff6805a3cb1e88cc3940b26309b49bcf63574ee813d6f85d6473aec9fd2e +size 2870938 diff --git a/results/TimesFM-2.0/SG_PM25/H/long/config.json b/results/TimesFM-2.0/SG_PM25/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f6cd121720b4818142ec8839e85e6f85c1afb9ab --- /dev/null +++ b/results/TimesFM-2.0/SG_PM25/H/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_PM25/H/long", + "num_series": 1, + "num_windows": 13, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/SG_PM25/H/long/metrics.npz b/results/TimesFM-2.0/SG_PM25/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ab14fc716c685e97340d4988f8bc4c9dd500222c --- /dev/null +++ b/results/TimesFM-2.0/SG_PM25/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:327379ed40cbfec957263f15175c5f0f7107aab6979e7a38618018ac4f5d4791 +size 5715 diff --git a/results/TimesFM-2.0/SG_PM25/H/long/predictions.npz b/results/TimesFM-2.0/SG_PM25/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bb2be8784f2ecd93558b16c02b2b1c2b2d7bfd14 --- /dev/null +++ b/results/TimesFM-2.0/SG_PM25/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:09db5a22d0eedd660ce1756573128e7ff0bdf8d5a356d648db732ad180b01d32 +size 149871 diff --git a/results/TimesFM-2.0/SG_PM25/H/medium/config.json b/results/TimesFM-2.0/SG_PM25/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..23bb549c4352994e0626f59c66791d0a34e71a46 --- /dev/null +++ b/results/TimesFM-2.0/SG_PM25/H/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_PM25/H/medium", + "num_series": 1, + "num_windows": 30, + "num_variates": 5, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 72, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/SG_PM25/H/medium/metrics.npz b/results/TimesFM-2.0/SG_PM25/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8b8b7aff434e2ec28c515c976a97f6d02ab60784 --- /dev/null +++ b/results/TimesFM-2.0/SG_PM25/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5047885eb805434c9497a1d024c96470eecc09002e8c4fa955a21bfe1b8bdc5 +size 10651 diff --git a/results/TimesFM-2.0/SG_PM25/H/medium/predictions.npz b/results/TimesFM-2.0/SG_PM25/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a29bf11a575bcb591e48bf1ef759517d1e8e4b37 --- /dev/null +++ b/results/TimesFM-2.0/SG_PM25/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73662abbb36ee6c1510b373cb71fac96a78f530811cb1c6d97fc88374c63b51f +size 152749 diff --git a/results/TimesFM-2.0/SG_PM25/H/short/config.json b/results/TimesFM-2.0/SG_PM25/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8b8503e06112270d905379a133b73e6c05ad2986 --- /dev/null +++ b/results/TimesFM-2.0/SG_PM25/H/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_PM25/H/short", + "num_series": 1, + "num_windows": 92, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/SG_PM25/H/short/metrics.npz b/results/TimesFM-2.0/SG_PM25/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3af05228368771ae1e96f6ac843c22a10da1c4ae --- /dev/null +++ b/results/TimesFM-2.0/SG_PM25/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:408bfe5739efea279d9f319a1134a46d1a1a450eb5302d7d71e0514b4823837a +size 28280 diff --git a/results/TimesFM-2.0/SG_PM25/H/short/predictions.npz b/results/TimesFM-2.0/SG_PM25/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f244bf7dceb6abcbadf7fa3516e644928335dd2b --- /dev/null +++ b/results/TimesFM-2.0/SG_PM25/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f63381c2a42106f6b13184fdd2c0eb0a4ef601c5e768f9b3c59a259b1f0b6ef5 +size 157848 diff --git a/results/TimesFM-2.0/SG_Weather/D/long/config.json b/results/TimesFM-2.0/SG_Weather/D/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..048e35cfd71fc3afe0bbb56cb391e3b2c93abee4 --- /dev/null +++ b/results/TimesFM-2.0/SG_Weather/D/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_Weather/D/long", + "num_series": 6, + "num_windows": 26, + "num_variates": 4, + "prediction_length": 14, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 14, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/SG_Weather/D/long/metrics.npz b/results/TimesFM-2.0/SG_Weather/D/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..58b158ed1a3a28c7e8329478d074ea06cb45d126 --- /dev/null +++ b/results/TimesFM-2.0/SG_Weather/D/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99af2cc704c89717915b1bea4b3e7a61b888a647264727660ec6dd9c95a2a644 +size 38042 diff --git a/results/TimesFM-2.0/SG_Weather/D/long/predictions.npz b/results/TimesFM-2.0/SG_Weather/D/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2beaf1440b54edd51d94e84eb84971b3f5ceceb0 --- /dev/null +++ b/results/TimesFM-2.0/SG_Weather/D/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dfbd1cb8c2f485f8e769a5784558ac6a851994a7095a693bceaad57a1d27e5c4 +size 117050 diff --git a/results/TimesFM-2.0/SG_Weather/D/medium/config.json b/results/TimesFM-2.0/SG_Weather/D/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b8580974e82e022e2f7260e3181ebc4b6dfd0ee5 --- /dev/null +++ b/results/TimesFM-2.0/SG_Weather/D/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_Weather/D/medium", + "num_series": 6, + "num_windows": 52, + "num_variates": 4, + "prediction_length": 7, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 7, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/SG_Weather/D/medium/metrics.npz b/results/TimesFM-2.0/SG_Weather/D/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..626092fa0613b376c5a5bd8a1a23719f6bca0cd9 --- /dev/null +++ b/results/TimesFM-2.0/SG_Weather/D/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea9ce2d50425fce283c835eb36231854911dab78dee1a0ce0fe592ea09afc4c0 +size 72610 diff --git a/results/TimesFM-2.0/SG_Weather/D/medium/predictions.npz b/results/TimesFM-2.0/SG_Weather/D/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..69b008f4dec5a412ae4b3d51416fe8d2ab1e07dd --- /dev/null +++ b/results/TimesFM-2.0/SG_Weather/D/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08df2503cf01de5e782719a77110f44cc27c78d64aff11948008b0ce040d8d55 +size 121892 diff --git a/results/TimesFM-2.0/SG_Weather/D/short/config.json b/results/TimesFM-2.0/SG_Weather/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6068d25d1ad07cb052dc756f1c90fa9de13f8cb5 --- /dev/null +++ b/results/TimesFM-2.0/SG_Weather/D/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "SG_Weather/D/short", + "num_series": 6, + "num_windows": 122, + "num_variates": 4, + "prediction_length": 3, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 3, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/SG_Weather/D/short/metrics.npz b/results/TimesFM-2.0/SG_Weather/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..267a3d238ca3d6f54655c4f94d0d5697d38c5555 --- /dev/null +++ b/results/TimesFM-2.0/SG_Weather/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ab8b06933b690ec1c17e1f0ca52a8d10b9efa09b661981c8ef815c43fb00a84 +size 166065 diff --git a/results/TimesFM-2.0/SG_Weather/D/short/predictions.npz b/results/TimesFM-2.0/SG_Weather/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..494ad38d73c08ff789e1f3447310accbc6d9f8bf --- /dev/null +++ b/results/TimesFM-2.0/SG_Weather/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae27121441c722c7a5086dc1b952857c55b7cdf4ca6199117ce0d420ab6c5ef2 +size 129299 diff --git a/results/TimesFM-2.0/Smart_Manufacturing/H/long/config.json b/results/TimesFM-2.0/Smart_Manufacturing/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2f84a3804cda9ce41bd9397ffa7aa6454b7d993e --- /dev/null +++ b/results/TimesFM-2.0/Smart_Manufacturing/H/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Smart_Manufacturing/H/long", + "num_series": 34, + "num_windows": 1, + "num_variates": 5, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 336, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Smart_Manufacturing/H/long/metrics.npz b/results/TimesFM-2.0/Smart_Manufacturing/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d2204a893197b26eeceb258bc435e3cf3b073ea0 --- /dev/null +++ b/results/TimesFM-2.0/Smart_Manufacturing/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d9f0953ae6fcd25b5b26da1491b7bf416236c9a84a11d629f1f56c4f3303eb9 +size 12152 diff --git a/results/TimesFM-2.0/Smart_Manufacturing/H/long/predictions.npz b/results/TimesFM-2.0/Smart_Manufacturing/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..90b4db18e3f4b666eb9e0bc277e96f32363fa9eb --- /dev/null +++ b/results/TimesFM-2.0/Smart_Manufacturing/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ba06db24885fdf8dc79580deedd273092b5fdd80652f46c6d8a52240c219bf6c +size 594739 diff --git a/results/TimesFM-2.0/Smart_Manufacturing/H/medium/config.json b/results/TimesFM-2.0/Smart_Manufacturing/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..166fcfea06807995e94f800317e2545ce86a9bdd --- /dev/null +++ b/results/TimesFM-2.0/Smart_Manufacturing/H/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Smart_Manufacturing/H/medium", + "num_series": 34, + "num_windows": 2, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Smart_Manufacturing/H/medium/metrics.npz b/results/TimesFM-2.0/Smart_Manufacturing/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..51f3f983f292df687c84438e7bc2e66d58ccae2e --- /dev/null +++ b/results/TimesFM-2.0/Smart_Manufacturing/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db418073d1e0962d2cee1189511944b6ce9ad243fc3d0c4cff6adaa8edac1de2 +size 22277 diff --git a/results/TimesFM-2.0/Smart_Manufacturing/H/medium/predictions.npz b/results/TimesFM-2.0/Smart_Manufacturing/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9961eedf8c84aabd603585f07d53198d52d87550 --- /dev/null +++ b/results/TimesFM-2.0/Smart_Manufacturing/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f03672d09e7a7a57254796532dd9633fb12879af29ed39c21eef2bff1c78d03 +size 650371 diff --git a/results/TimesFM-2.0/Smart_Manufacturing/H/short/config.json b/results/TimesFM-2.0/Smart_Manufacturing/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..507c04f237cf575db6f80fe68f8ac79599869933 --- /dev/null +++ b/results/TimesFM-2.0/Smart_Manufacturing/H/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Smart_Manufacturing/H/short", + "num_series": 34, + "num_windows": 14, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Smart_Manufacturing/H/short/metrics.npz b/results/TimesFM-2.0/Smart_Manufacturing/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3d17bd7161596adb6e0575c3a87b8b280e8f91e0 --- /dev/null +++ b/results/TimesFM-2.0/Smart_Manufacturing/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56ccb972e0882071f253d352be5ffa27399032e7ca11c7519d2add48dcc1a144 +size 140770 diff --git a/results/TimesFM-2.0/Smart_Manufacturing/H/short/predictions.npz b/results/TimesFM-2.0/Smart_Manufacturing/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..297660887224ddf1bce764b30d26f52e019f11be --- /dev/null +++ b/results/TimesFM-2.0/Smart_Manufacturing/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b195e7f98043eeae6f3d7a99c6cd5adb61d40966b31d37978f30f98956fc36b1 +size 744334 diff --git a/results/TimesFM-2.0/Supply_Chain_Customer/D/short/config.json b/results/TimesFM-2.0/Supply_Chain_Customer/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fc4c83af1fc28e7559aef14a89f1ef47594c2d21 --- /dev/null +++ b/results/TimesFM-2.0/Supply_Chain_Customer/D/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Supply_Chain_Customer/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 36, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-2.0-500M", + "horizon_len": 30, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Supply_Chain_Customer/D/short/metrics.npz b/results/TimesFM-2.0/Supply_Chain_Customer/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d409237f7781dde18906cc57e7074cf9a9af3be3 --- /dev/null +++ b/results/TimesFM-2.0/Supply_Chain_Customer/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12605c9cd2b841c095d129b75065a5ac83ba0849bd80cf5a4bdf2b74e008b51c +size 27044 diff --git a/results/TimesFM-2.0/Supply_Chain_Customer/D/short/predictions.npz b/results/TimesFM-2.0/Supply_Chain_Customer/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8be641288d8842d85e3c8b0839628beef0239090 --- /dev/null +++ b/results/TimesFM-2.0/Supply_Chain_Customer/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:787ba6ff399f2b4f1defe4f9f2e4c59a39209e872e88cfce4672a26f921817fc +size 217366 diff --git a/results/TimesFM-2.0/Supply_Chain_Location/D/short/config.json b/results/TimesFM-2.0/Supply_Chain_Location/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d1672889badac16f84b2d0e9122e94a4afff0153 --- /dev/null +++ b/results/TimesFM-2.0/Supply_Chain_Location/D/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "Supply_Chain_Location/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 51, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-2.0-500M", + "horizon_len": 30, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Supply_Chain_Location/D/short/metrics.npz b/results/TimesFM-2.0/Supply_Chain_Location/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ce4f111ac97aa600979d7675bf331f7baeac054d --- /dev/null +++ b/results/TimesFM-2.0/Supply_Chain_Location/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5eed195015acb4ff42a0ea149429ff7cc84c4e496ee1061e238703838f17744 +size 37445 diff --git a/results/TimesFM-2.0/Supply_Chain_Location/D/short/predictions.npz b/results/TimesFM-2.0/Supply_Chain_Location/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d5c1c85281401993a1f239d87fc67982c8fc1d01 --- /dev/null +++ b/results/TimesFM-2.0/Supply_Chain_Location/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a14f3dbce97f50d8d85682663c75661565983c0713b684e0e588fae3ea20c6c7 +size 305043 diff --git a/results/TimesFM-2.0/US_Labor/M/short/config.json b/results/TimesFM-2.0/US_Labor/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d05a7009985c00835188cd58e4a9082f2d6549fa --- /dev/null +++ b/results/TimesFM-2.0/US_Labor/M/short/config.json @@ -0,0 +1,43 @@ +{ + "dataset_config": "US_Labor/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 14, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-2.0-500M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/US_Labor/M/short/metrics.npz b/results/TimesFM-2.0/US_Labor/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..84ac6262f8b2b4221a93088b760919c16f388a25 --- /dev/null +++ b/results/TimesFM-2.0/US_Labor/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59be220e9899eb79ed4c9f21e8509a9d83a2b04f96be749573882f65a48e87aa +size 5938 diff --git a/results/TimesFM-2.0/US_Labor/M/short/predictions.npz b/results/TimesFM-2.0/US_Labor/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..aaccc311e84d53c47d47d69ce21cb0b9a151b20a --- /dev/null +++ b/results/TimesFM-2.0/US_Labor/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72cf8da0505a0b183dd1fa60a480e6ffc780038fa3dafd396ae425a786c96601 +size 11993 diff --git a/results/TimesFM-2.0/US_Term_Structure/B/short/config.json b/results/TimesFM-2.0/US_Term_Structure/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..229e1627e9d0fb902099be7743757e21d13aca10 --- /dev/null +++ b/results/TimesFM-2.0/US_Term_Structure/B/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "US_Term_Structure/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 40, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 20, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/US_Term_Structure/B/short/metrics.npz b/results/TimesFM-2.0/US_Term_Structure/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9845573925409ada285cdc32b9fa298281b50edb --- /dev/null +++ b/results/TimesFM-2.0/US_Term_Structure/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4166d9d8d095d3a7f773fbc3a6890100d045e0d469c693526d3f93d0769f238e +size 82820 diff --git a/results/TimesFM-2.0/US_Term_Structure/B/short/predictions.npz b/results/TimesFM-2.0/US_Term_Structure/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..48b28b7db095d304e803dcc7deecdcf7fdeb2546 --- /dev/null +++ b/results/TimesFM-2.0/US_Term_Structure/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:342cfb08e8dd782817330d253162f38ea108ba808ee0c11ae32c98ccace2fd21 +size 378096 diff --git a/results/TimesFM-2.0/Uncertainty_1M/M/short/config.json b/results/TimesFM-2.0/Uncertainty_1M/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5318b20b3cb80f3ba50e9c1d7d94d36a6a1e22c7 --- /dev/null +++ b/results/TimesFM-2.0/Uncertainty_1M/M/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Uncertainty_1M/M/short", + "num_series": 1, + "num_windows": 7, + "num_variates": 3, + "prediction_length": 6, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 6, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Uncertainty_1M/M/short/metrics.npz b/results/TimesFM-2.0/Uncertainty_1M/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..06242e1e0851f34937bcaf29267eb78bd609689c --- /dev/null +++ b/results/TimesFM-2.0/Uncertainty_1M/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b46aa2c53280a7102eb4ad07f9ceb4859f3fbd3268f1075299e4b502ed9b7ed4 +size 2840 diff --git a/results/TimesFM-2.0/Uncertainty_1M/M/short/predictions.npz b/results/TimesFM-2.0/Uncertainty_1M/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..980f9e3dacfbff739c85e162ff8e46c5819b8089 --- /dev/null +++ b/results/TimesFM-2.0/Uncertainty_1M/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0048518dc87e4ed1d6bdacf60f0dc4ee7958983f633e43f48d45a1a3a5c298a6 +size 2219 diff --git a/results/TimesFM-2.0/Vehicle_Sales/M/short/config.json b/results/TimesFM-2.0/Vehicle_Sales/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b9f92b9bdc454e11c28ffb2008442f5ae00594a6 --- /dev/null +++ b/results/TimesFM-2.0/Vehicle_Sales/M/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Vehicle_Sales/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 10, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Vehicle_Sales/M/short/metrics.npz b/results/TimesFM-2.0/Vehicle_Sales/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c3a33c266047b448a985ecb464f66d39632c296c --- /dev/null +++ b/results/TimesFM-2.0/Vehicle_Sales/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0840f11c60b69ebb75ca61ba1e3b7021e732d2646d6e1b0fab84863aab8486fe +size 4736 diff --git a/results/TimesFM-2.0/Vehicle_Sales/M/short/predictions.npz b/results/TimesFM-2.0/Vehicle_Sales/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..89b9786a9deee3220d889d5686ae28997dbdd3f9 --- /dev/null +++ b/results/TimesFM-2.0/Vehicle_Sales/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e63e33a19d179cc8065e3e40f1385e6b5b55c0aadf73b1e6017c9027f4a6452f +size 9358 diff --git a/results/TimesFM-2.0/Vehicle_Supply/M/short/config.json b/results/TimesFM-2.0/Vehicle_Supply/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b8e30b7df6c0570a76c513472fa749b2f913c4c7 --- /dev/null +++ b/results/TimesFM-2.0/Vehicle_Supply/M/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Vehicle_Supply/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Vehicle_Supply/M/short/metrics.npz b/results/TimesFM-2.0/Vehicle_Supply/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8d764ddbeb28c44e24d16116d44b5989afce8d3e --- /dev/null +++ b/results/TimesFM-2.0/Vehicle_Supply/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:719b70f2d73cc7cde8fa8db989627353c3d7fb0c9fcb98122242691a370a0d48 +size 3448 diff --git a/results/TimesFM-2.0/Vehicle_Supply/M/short/predictions.npz b/results/TimesFM-2.0/Vehicle_Supply/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2399affd9eb986eb6b1c91cebc344f6e0015eb27 --- /dev/null +++ b/results/TimesFM-2.0/Vehicle_Supply/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:edb9f5fec6e5ffe42dd3f329572ec14760a5f3b51a3de4e1fc8465d1325b9cd5 +size 6052 diff --git a/results/TimesFM-2.0/WUI_Global/Q/short/config.json b/results/TimesFM-2.0/WUI_Global/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2ad9a4b175b9109f7e6299f9428d2039444c8b2c --- /dev/null +++ b/results/TimesFM-2.0/WUI_Global/Q/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "WUI_Global/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 15, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 4, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/WUI_Global/Q/short/metrics.npz b/results/TimesFM-2.0/WUI_Global/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0a7237b3a2f4ec9a52fe92dae235eedf5a97fddd --- /dev/null +++ b/results/TimesFM-2.0/WUI_Global/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae448404e272f75d0948eb477808d8efe1d855397e909fc28b3408d46bd397fa +size 6259 diff --git a/results/TimesFM-2.0/WUI_Global/Q/short/predictions.npz b/results/TimesFM-2.0/WUI_Global/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3564276f8fbf3c8344b43ba4fab9a5b47c5bedab --- /dev/null +++ b/results/TimesFM-2.0/WUI_Global/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a8812b2ce73e63bb0101defc24206d2df256315ff4d3d1bf4c7815f4f1e86b8 +size 5221 diff --git a/results/TimesFM-2.0/Water_Quality_Darwin/15T/long/config.json b/results/TimesFM-2.0/Water_Quality_Darwin/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..696afadcc2d3ba07faf5981fdee763e23e987d54 --- /dev/null +++ b/results/TimesFM-2.0/Water_Quality_Darwin/15T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/long", + "num_series": 7, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Water_Quality_Darwin/15T/long/metrics.npz b/results/TimesFM-2.0/Water_Quality_Darwin/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..827a6e663f111f8d5e572df78e78e450abdbd492 --- /dev/null +++ b/results/TimesFM-2.0/Water_Quality_Darwin/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3bec1a85f04d3d485ed90fa5f843629913e2dccfc6f2ab9e8d2c6d3620840c71 +size 14215 diff --git a/results/TimesFM-2.0/Water_Quality_Darwin/15T/long/predictions.npz b/results/TimesFM-2.0/Water_Quality_Darwin/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6be9fa0e3cbe089959f70ee75c34b6b569cf2eaf --- /dev/null +++ b/results/TimesFM-2.0/Water_Quality_Darwin/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f84d2de3be62dbad7a3e1eca4c6326b6d170266d326742d3ec1ed3c8b2fa3bc +size 381885 diff --git a/results/TimesFM-2.0/Water_Quality_Darwin/15T/medium/config.json b/results/TimesFM-2.0/Water_Quality_Darwin/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b810519214c6d497cfeb287cdb6b6fb1c70da57e --- /dev/null +++ b/results/TimesFM-2.0/Water_Quality_Darwin/15T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/medium", + "num_series": 7, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Water_Quality_Darwin/15T/medium/metrics.npz b/results/TimesFM-2.0/Water_Quality_Darwin/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3cc8fde996cdd3b8accf031c4b4a3f0dfd776e77 --- /dev/null +++ b/results/TimesFM-2.0/Water_Quality_Darwin/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:478729b1724b85c5430ef4aec20b8109fd57e83e4113b09124b7a79ba8ecf035 +size 38051 diff --git a/results/TimesFM-2.0/Water_Quality_Darwin/15T/medium/predictions.npz b/results/TimesFM-2.0/Water_Quality_Darwin/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1eb31946bd7d79363ee65b99b14e1502adef5de1 --- /dev/null +++ b/results/TimesFM-2.0/Water_Quality_Darwin/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad6a9169f31ab4907494bfeae69e05c05000919c14ef7265bb0755594f265e0c +size 414855 diff --git a/results/TimesFM-2.0/Water_Quality_Darwin/15T/short/config.json b/results/TimesFM-2.0/Water_Quality_Darwin/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5ae6f3b0ef274af346aedfac9b5884f8002a4083 --- /dev/null +++ b/results/TimesFM-2.0/Water_Quality_Darwin/15T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/short", + "num_series": 7, + "num_windows": 90, + "num_variates": 6, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 16, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/Water_Quality_Darwin/15T/short/metrics.npz b/results/TimesFM-2.0/Water_Quality_Darwin/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e6c2f36ec5e8eb247d949089a18cde62f400d07d --- /dev/null +++ b/results/TimesFM-2.0/Water_Quality_Darwin/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7997dd024960f4d856d4aab14176b72dc251cf613ad74b41fa9a7ea842a84dd4 +size 214836 diff --git a/results/TimesFM-2.0/Water_Quality_Darwin/15T/short/predictions.npz b/results/TimesFM-2.0/Water_Quality_Darwin/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6bad65e5c02dfde226fba08f6bbe1f48983de7db --- /dev/null +++ b/results/TimesFM-2.0/Water_Quality_Darwin/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d89e787cd97fb92bb8e537e322b705259270fc6e9d078384f747eddf6a7b32e6 +size 486753 diff --git a/results/TimesFM-2.0/azure2019_D/5T/short/config.json b/results/TimesFM-2.0/azure2019_D/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1090367685b531b51a3ad05bf9aefb620961c581 --- /dev/null +++ b/results/TimesFM-2.0/azure2019_D/5T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "azure2019_D/5T/short", + "num_series": 989, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/azure2019_D/5T/short/metrics.npz b/results/TimesFM-2.0/azure2019_D/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ef29846a99f06ae13ef9d6097f7cb611428805aa --- /dev/null +++ b/results/TimesFM-2.0/azure2019_D/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:042ec65026f67989b7915abac40793d9b94d97e365d132a458aa68f4ca9648b6 +size 522966 diff --git a/results/TimesFM-2.0/azure2019_D/5T/short/predictions.npz b/results/TimesFM-2.0/azure2019_D/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..db17709a8516ad013ead0e64af88dac6f31bfbda --- /dev/null +++ b/results/TimesFM-2.0/azure2019_D/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8b429607801144b4ba5c88ee8ffa47f63e6b36ae4d65a2afae05cae2e6134c1 +size 32326233 diff --git a/results/TimesFM-2.0/azure2019_I/5T/short/config.json b/results/TimesFM-2.0/azure2019_I/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b3c919a71b54f07b6e227377c05d98e92021b3b8 --- /dev/null +++ b/results/TimesFM-2.0/azure2019_I/5T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "azure2019_I/5T/short", + "num_series": 492, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/azure2019_I/5T/short/metrics.npz b/results/TimesFM-2.0/azure2019_I/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ffefdace8c8557228b4ee7ab6563ff3a082bb635 --- /dev/null +++ b/results/TimesFM-2.0/azure2019_I/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3cdda203bc2993da72a1003a38a845d5ad2a9ea8104131e255eb76029c2692b3 +size 261176 diff --git a/results/TimesFM-2.0/azure2019_I/5T/short/predictions.npz b/results/TimesFM-2.0/azure2019_I/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3cee4cde3b819c33f050448c6ae60b0d80f1ea19 --- /dev/null +++ b/results/TimesFM-2.0/azure2019_I/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a03a8040fe6f8b533deb9e542376f4f58cbc0980388e44bda8f331123715f7b +size 15811765 diff --git a/results/TimesFM-2.0/azure2019_U/5T/short/config.json b/results/TimesFM-2.0/azure2019_U/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2f60a3028fbe0867863fe54b7f4257e98cc8af36 --- /dev/null +++ b/results/TimesFM-2.0/azure2019_U/5T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "azure2019_U/5T/short", + "num_series": 78, + "num_windows": 6, + "num_variates": 3, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 48, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/azure2019_U/5T/short/metrics.npz b/results/TimesFM-2.0/azure2019_U/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b69dc47ac507364ddbe1bb00e7e4e6bcc5b98837 --- /dev/null +++ b/results/TimesFM-2.0/azure2019_U/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f5ce37a31481bdf03b8a47ea1fb2e2ecfb7c77983189f4415ded26ba785f585 +size 83467 diff --git a/results/TimesFM-2.0/azure2019_U/5T/short/predictions.npz b/results/TimesFM-2.0/azure2019_U/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..706b48055cf41268eeda99f3bde6203f5a8fc4ff --- /dev/null +++ b/results/TimesFM-2.0/azure2019_U/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49b52ae6952104afc6d291a62259b1d73819f1d7419299b21945369841e87162 +size 922873 diff --git a/results/TimesFM-2.0/current_velocity/10T/long/config.json b/results/TimesFM-2.0/current_velocity/10T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8fc37cf43fcd622c82a952325851ca3aed2451d6 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/10T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/10T/long", + "num_series": 10, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 432, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 432, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/10T/long/metrics.npz b/results/TimesFM-2.0/current_velocity/10T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ebb94cd5cc8fba0bbe5641b45329237255e19b4d --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/10T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d44515bc459ed41a670fc23a5e5836d0e0eda9c1a614016c5caa9dbc9df64a4 +size 19768 diff --git a/results/TimesFM-2.0/current_velocity/10T/long/predictions.npz b/results/TimesFM-2.0/current_velocity/10T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f5317d90ad93ea23d912edfd7ccb40ca8e9404c0 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/10T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06f5cc16407cb63d58a48f2f195b2048491550ad3b1357a03dec38f719a08ed7 +size 1469434 diff --git a/results/TimesFM-2.0/current_velocity/10T/medium/config.json b/results/TimesFM-2.0/current_velocity/10T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..78701b275eee7d1cbe489add3ca066fce29d0f6d --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/10T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/10T/medium", + "num_series": 10, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 144, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/10T/medium/metrics.npz b/results/TimesFM-2.0/current_velocity/10T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..25828e8dad7994ce875020f5b9f4543b8190117d --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/10T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e3ac954dd9703b8514a34be473f64bf6bd2df0dc02723085c3cc85b184d81db +size 54631 diff --git a/results/TimesFM-2.0/current_velocity/10T/medium/predictions.npz b/results/TimesFM-2.0/current_velocity/10T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..75fc424311f7cd8ff5fa7405e1a844a20395d9a1 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/10T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d32d9283e3977d09aefe0d293e1c740c878d2e1daf430aa55337a4dc898842b +size 1538622 diff --git a/results/TimesFM-2.0/current_velocity/10T/short/config.json b/results/TimesFM-2.0/current_velocity/10T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..930c4c92e9b66e62b05de7548141d406af9bce8b --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/10T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/10T/short", + "num_series": 10, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 18, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 18, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/10T/short/metrics.npz b/results/TimesFM-2.0/current_velocity/10T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b76d8c682a9ecc61a84cf080447a3b72b93056e4 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/10T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f0ed931c04815a95850bac8e55cdcee417673e6755af96d76aeda7caa78f011 +size 416628 diff --git a/results/TimesFM-2.0/current_velocity/10T/short/predictions.npz b/results/TimesFM-2.0/current_velocity/10T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..282dd69a5b0d49e68b48e81c3142b44d3a1ef609 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/10T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:837eb6167091e90abf25c2d93a301f03385fa5d041352073048bc3e1cf932c6e +size 1617618 diff --git a/results/TimesFM-2.0/current_velocity/15T/long/config.json b/results/TimesFM-2.0/current_velocity/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3ddeef70654482bd4d74d8c2c5d6de915909fa98 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/15T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/15T/long/metrics.npz b/results/TimesFM-2.0/current_velocity/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9b8d6e60342a405d408f27a0304b8912c50c363e --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2b53c9d26749833207192da88039f68243e34dcfb2bff507c9fccca48e68aab +size 10854 diff --git a/results/TimesFM-2.0/current_velocity/15T/long/predictions.npz b/results/TimesFM-2.0/current_velocity/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a8f93c95793debf37433644653caa904ee9624de --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50c7f19ac476562e18aeb550992ddf13c457439e8e1952c3bd1e97b727e1d505 +size 457858 diff --git a/results/TimesFM-2.0/current_velocity/15T/medium/config.json b/results/TimesFM-2.0/current_velocity/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b70e19c52222cda329ccab742a4c620c85b47ace --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/15T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 96, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/15T/medium/metrics.npz b/results/TimesFM-2.0/current_velocity/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..35aa3ef1f9ebc0708ceba1229e999b78e650ff2e --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ed6cd1b36e851b579df245b9eae33ce34928ca9ebcc5ddc6023fdd979f44677 +size 28280 diff --git a/results/TimesFM-2.0/current_velocity/15T/medium/predictions.npz b/results/TimesFM-2.0/current_velocity/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c81f71d51b893a0008e9b4b333aa85e9318b355f --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47c3576e71aff594786d977a4e06b73dd6ebbe25852344e21cf34bb09aa61711 +size 486217 diff --git a/results/TimesFM-2.0/current_velocity/15T/short/config.json b/results/TimesFM-2.0/current_velocity/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..852d1364b53e3ea970ff1c437311f127ea266584 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/15T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 12, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/15T/short/metrics.npz b/results/TimesFM-2.0/current_velocity/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8c3cd98da9d74d1c05d35d4c8e6167b576d9d7f2 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5f48cb852f037a8f64ff6a528f8b3f4b84e76f57b40ec67d2f89968ff0e57fc +size 208676 diff --git a/results/TimesFM-2.0/current_velocity/15T/short/predictions.npz b/results/TimesFM-2.0/current_velocity/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9b3328c8f63bb58989bc0263851e4c84afe772b0 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0155ade208db365640b8f90e7e8b709aa9d9cea9ca5693fb924dca40e7961881 +size 523040 diff --git a/results/TimesFM-2.0/current_velocity/20T/long/config.json b/results/TimesFM-2.0/current_velocity/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6f6ee4353de3c2f322ef488ee984967d36b959dc --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/20T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/20T/long", + "num_series": 27, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 216, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/20T/long/metrics.npz b/results/TimesFM-2.0/current_velocity/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a947fd299bb4a81d845e808539ccba26e13a1a4e --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39f6acd6725c290f4d16e6cb1ee32c2c17491ea8e93f5582585cd697f60e778d +size 49609 diff --git a/results/TimesFM-2.0/current_velocity/20T/long/predictions.npz b/results/TimesFM-2.0/current_velocity/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..65cf765297baf9017f11416aed2d5ed6d1123de5 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a1fd6a5f57bdbb084a562d866369d5c51d7f1f7181c2aed64b087f30d50efc6 +size 2000619 diff --git a/results/TimesFM-2.0/current_velocity/20T/medium/config.json b/results/TimesFM-2.0/current_velocity/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d985d8d4b0ab6547fe83a0edc649842b089972d1 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/20T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/20T/medium", + "num_series": 27, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 72, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/20T/medium/metrics.npz b/results/TimesFM-2.0/current_velocity/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..619019f573c423e50a4c4bf829a6e9332e85b27f --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df37dc0751fedeeddaabf4f36e2d92a64f0e559d40736d7cfe1cd4c3c696d901 +size 143546 diff --git a/results/TimesFM-2.0/current_velocity/20T/medium/predictions.npz b/results/TimesFM-2.0/current_velocity/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a756bfa821d279e598054bf0a0fcb6b902ead6f5 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b108702f26b115a840b036fb22db2647ffc367d5005ccc9f37cdc5b4a30e2d7 +size 2086344 diff --git a/results/TimesFM-2.0/current_velocity/20T/short/config.json b/results/TimesFM-2.0/current_velocity/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..75cf2ce093875d3d8dd359a2aa55571737af7004 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/20T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/20T/short", + "num_series": 27, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 9, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/20T/short/metrics.npz b/results/TimesFM-2.0/current_velocity/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..867555809941dfedd23fdb1f42c6e1d5a24b8fcb --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:639e8434a84a6f5de79d92d4e41a8b0b9f97f7db7cededb7c2335ffef5fa88c3 +size 1113761 diff --git a/results/TimesFM-2.0/current_velocity/20T/short/predictions.npz b/results/TimesFM-2.0/current_velocity/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6e2bc4f74031e373a16a6fa5c5a50d79968a8a5a --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82bbc70fc552ae771e1ce5adb28e5a0fa5a6136fee2ea894b18d4328f864f4c1 +size 2240857 diff --git a/results/TimesFM-2.0/current_velocity/5T/long/config.json b/results/TimesFM-2.0/current_velocity/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7e8d27b82ebfbf7eca0f1c8bac3a992911160e90 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/5T/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/5T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 864, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/5T/long/metrics.npz b/results/TimesFM-2.0/current_velocity/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..53ad73ec84ec0ad24843fbd96ee8da2deda6bf26 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fdcb4bfa5676a5c4298d4c29a9966f3b3e0d90348a5dd08234ee4aeb2f176fd0 +size 3502 diff --git a/results/TimesFM-2.0/current_velocity/5T/long/predictions.npz b/results/TimesFM-2.0/current_velocity/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4653b256ccb0dd1cd109e335af36758637e7cd7b --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab715cadee178c09719a6286dfb8c8faedb37c1c7ef0dae86f8151f302e3896b +size 197837 diff --git a/results/TimesFM-2.0/current_velocity/5T/medium/config.json b/results/TimesFM-2.0/current_velocity/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..835cd25dc17faf93280eca26ddc5a53085ba8825 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/5T/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/5T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 288, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/5T/medium/metrics.npz b/results/TimesFM-2.0/current_velocity/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..62caf582ee838a415a5897e27e96295ce2c7cd03 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7802f7436b8bc9581ac8ac972fbb15fce5d398ba20924e23398712423f821cc3 +size 7270 diff --git a/results/TimesFM-2.0/current_velocity/5T/medium/predictions.npz b/results/TimesFM-2.0/current_velocity/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f04cc0c10c3ed47a5671ee78ba04457291fb4347 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6023da469eba295acc0676ec656da8798e33330bc0bd5ad573eb1bbc33b2121c +size 234746 diff --git a/results/TimesFM-2.0/current_velocity/5T/short/config.json b/results/TimesFM-2.0/current_velocity/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ff224b815c2fae092b426d630d3bea153973941b --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/5T/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/5T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 36, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/5T/short/metrics.npz b/results/TimesFM-2.0/current_velocity/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..447e9bc50bcaa46741f7b989450048481c019470 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:450dcad1cbcf23f62625516a6f228bf0c002d455e297170e54f306d6cd5d0825 +size 43329 diff --git a/results/TimesFM-2.0/current_velocity/5T/short/predictions.npz b/results/TimesFM-2.0/current_velocity/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..97bf672db86d7e4bb5c96ff91042c0503421cc99 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:14391aa9aa8357d155d47a5c2ea4dfe6327c9f4664e1ddf834ac0b807430c1c0 +size 264083 diff --git a/results/TimesFM-2.0/current_velocity/H/long/config.json b/results/TimesFM-2.0/current_velocity/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..66eec79ed3d127e7af03a2ee1ea7209dd37c1416 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/H/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/H/long", + "num_series": 21, + "num_windows": 2, + "num_variates": 6, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 336, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/H/long/metrics.npz b/results/TimesFM-2.0/current_velocity/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..baebbfe2bf1126b98b47efb75abcdbe6743230a3 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b6b703866d984087358e21dabe1a38a4aff11532796ac9018da9a84058324e1 +size 16937 diff --git a/results/TimesFM-2.0/current_velocity/H/long/predictions.npz b/results/TimesFM-2.0/current_velocity/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c5396492930900827e1c1c4f56a028dbb9ef1b9b --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3be61d86b260fa5b715140249526163d63517446383f5bdab36afc490249ab7 +size 1025584 diff --git a/results/TimesFM-2.0/current_velocity/H/medium/config.json b/results/TimesFM-2.0/current_velocity/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..049702bf5463179d6673083ed87a63f19fba8874 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/H/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/H/medium", + "num_series": 21, + "num_windows": 4, + "num_variates": 6, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/H/medium/metrics.npz b/results/TimesFM-2.0/current_velocity/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..77a32ca67d8ff8976031ba5f1013e7b6ef8a00ab --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8fcf37490471379bb328e496bf341417218efea0f9d26641d18769b588a152f +size 31698 diff --git a/results/TimesFM-2.0/current_velocity/H/medium/predictions.npz b/results/TimesFM-2.0/current_velocity/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..23e0a80b81edccbc0d974f6d508e3050757c5c8c --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4876b72ec026a84d743fc2f293bd47f29a6ce63065462ab32ab3ef9b03d9a04 +size 1088138 diff --git a/results/TimesFM-2.0/current_velocity/H/short/config.json b/results/TimesFM-2.0/current_velocity/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7f967f38b6ea98a3df89ed264ce4397cb8569f66 --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/H/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "current_velocity/H/short", + "num_series": 21, + "num_windows": 28, + "num_variates": 6, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/current_velocity/H/short/metrics.npz b/results/TimesFM-2.0/current_velocity/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..763548716443bbbdec7d3940b56dc38c2450b4dc --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:daaf0ebac4ef6be4d4c7e17f83fc7f9031163d3f2c7d62ad0c7162b2cf82b7ad +size 205964 diff --git a/results/TimesFM-2.0/current_velocity/H/short/predictions.npz b/results/TimesFM-2.0/current_velocity/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..534d17af5e2b612d7cee4a3b00ee50577e0ff59e --- /dev/null +++ b/results/TimesFM-2.0/current_velocity/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:877ac50ba0f2977e61b46a68fd1b651d8b0fb40442a2f2a4fb8b27f50e72d04b +size 1145073 diff --git a/results/TimesFM-2.0/epf_electricity_price/H/long/config.json b/results/TimesFM-2.0/epf_electricity_price/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2d8e30df3c2dedf052dd16659f2061e5ca52f154 --- /dev/null +++ b/results/TimesFM-2.0/epf_electricity_price/H/long/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "epf_electricity_price/H/long", + "num_series": 5, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 168, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/epf_electricity_price/H/long/metrics.npz b/results/TimesFM-2.0/epf_electricity_price/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..618649565aa605f527e69274a2a2c43ef03bba41 --- /dev/null +++ b/results/TimesFM-2.0/epf_electricity_price/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:802230824525238b354cd33fb7706e5ae94e5be40727790386b2d399c42c31f8 +size 6348 diff --git a/results/TimesFM-2.0/epf_electricity_price/H/long/predictions.npz b/results/TimesFM-2.0/epf_electricity_price/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a256c11c1bbd46c67e120fad6050ccf587709a4f --- /dev/null +++ b/results/TimesFM-2.0/epf_electricity_price/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6441014ee3abfacaa3007e9af7282ceef43fdb7e086e86c6cc7b5a6631a99e6c +size 176212 diff --git a/results/TimesFM-2.0/epf_electricity_price/H/medium/config.json b/results/TimesFM-2.0/epf_electricity_price/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..240afc8df6b04a98d4206a25cb34226fa12e4324 --- /dev/null +++ b/results/TimesFM-2.0/epf_electricity_price/H/medium/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "epf_electricity_price/H/medium", + "num_series": 5, + "num_windows": 35, + "num_variates": 1, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 72, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/epf_electricity_price/H/medium/metrics.npz b/results/TimesFM-2.0/epf_electricity_price/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..262f791eb1cc4b5611284cd919ce7a56c873e869 --- /dev/null +++ b/results/TimesFM-2.0/epf_electricity_price/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7cb860efca187de48e1f30f1ba43c8dbbbb6107b08678514e2259854591ad3e4 +size 12161 diff --git a/results/TimesFM-2.0/epf_electricity_price/H/medium/predictions.npz b/results/TimesFM-2.0/epf_electricity_price/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e9403df8c40c52cb004e040207e9c4f87a102555 --- /dev/null +++ b/results/TimesFM-2.0/epf_electricity_price/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c23c9ef6a9fa7684903a074a94c5df9318bcd23b2faba8a9923252bd6a4e4c61 +size 177169 diff --git a/results/TimesFM-2.0/epf_electricity_price/H/short/config.json b/results/TimesFM-2.0/epf_electricity_price/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e4967f495a62d1b876269f22590f2d3cf54ab160 --- /dev/null +++ b/results/TimesFM-2.0/epf_electricity_price/H/short/config.json @@ -0,0 +1,42 @@ +{ + "dataset_config": "epf_electricity_price/H/short", + "num_series": 5, + "num_windows": 105, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.0-500M", + "horizon_len": 24, + "input_patch_len": 32, + "output_patch_len": 128, + "num_layers": 50, + "model_dims": 1280, + "use_positional_embedding": false, + "backend": "gpu", + "output_type": "quantiles", + "normalize_inputs": true +} \ No newline at end of file diff --git a/results/TimesFM-2.0/epf_electricity_price/H/short/metrics.npz b/results/TimesFM-2.0/epf_electricity_price/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..de5412a979586b11affea364a515c590ecda8cc4 --- /dev/null +++ b/results/TimesFM-2.0/epf_electricity_price/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25b6bd7bf39b84451c08968501bc04766fb833025e5a56d85f73bd8241a678cb +size 32211 diff --git a/results/TimesFM-2.0/epf_electricity_price/H/short/predictions.npz b/results/TimesFM-2.0/epf_electricity_price/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..89363052b76f91253a3981c8f99d20d4be7ecff1 --- /dev/null +++ b/results/TimesFM-2.0/epf_electricity_price/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5fac5b01d8012509852336cbcc14701b75b93d67bd8804afa2795b22a6355b9 +size 177731 diff --git a/results/TimesFM-2.5/Australia_Solar/H/long/config.json b/results/TimesFM-2.5/Australia_Solar/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..831f5409b4785d1d7ca114ce8fb14d8d5a1ae684 --- /dev/null +++ b/results/TimesFM-2.5/Australia_Solar/H/long/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Australia_Solar/H/long", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Australia_Solar/H/long/metrics.npz b/results/TimesFM-2.5/Australia_Solar/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e7c32e4274ff189fce728ed4b1ef591cfc9537c1 --- /dev/null +++ b/results/TimesFM-2.5/Australia_Solar/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f73d79047f198622bc605b2da7253be8243ff1498e663e56720724289f78087 +size 4535 diff --git a/results/TimesFM-2.5/Australia_Solar/H/long/predictions.npz b/results/TimesFM-2.5/Australia_Solar/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..eabfce7005183f3f6c4c4c19429781e2f52f71d7 --- /dev/null +++ b/results/TimesFM-2.5/Australia_Solar/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ae229a34cf157e2f1991b647f01ad020a2dfef2d95678c8bb408c29d425c72f +size 117399 diff --git a/results/TimesFM-2.5/Australia_Solar/H/medium/config.json b/results/TimesFM-2.5/Australia_Solar/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9cd6313cb9b9f630ced3c2fcde7424cf9011b575 --- /dev/null +++ b/results/TimesFM-2.5/Australia_Solar/H/medium/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Australia_Solar/H/medium", + "num_series": 1, + "num_windows": 35, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Australia_Solar/H/medium/metrics.npz b/results/TimesFM-2.5/Australia_Solar/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..45191fe5d0df931ea58d73750b6a2086ff3b1ccd --- /dev/null +++ b/results/TimesFM-2.5/Australia_Solar/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:014a6fbe45342660e1d082c60ae327ffdf3b32445e4dc5686b62231302e3e2b0 +size 8356 diff --git a/results/TimesFM-2.5/Australia_Solar/H/medium/predictions.npz b/results/TimesFM-2.5/Australia_Solar/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5495193f493209e21eb97843e1613d6c01bb84dd --- /dev/null +++ b/results/TimesFM-2.5/Australia_Solar/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4fe8a3acca52330c227cb6936e238db769b689a2578628900df37115913a7170 +size 116958 diff --git a/results/TimesFM-2.5/Australia_Solar/H/short/config.json b/results/TimesFM-2.5/Australia_Solar/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..092f1b961bee0253757bce0fbae3f1e0e6664a00 --- /dev/null +++ b/results/TimesFM-2.5/Australia_Solar/H/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Australia_Solar/H/short", + "num_series": 1, + "num_windows": 105, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Australia_Solar/H/short/metrics.npz b/results/TimesFM-2.5/Australia_Solar/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3a26850f63560cb3fc6181226aa9717b7b14bb63 --- /dev/null +++ b/results/TimesFM-2.5/Australia_Solar/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f202b3c41763ee0e32d9f5297ff002b048d575d1a4cacf2a4467d4dc4d46d35 +size 20762 diff --git a/results/TimesFM-2.5/Australia_Solar/H/short/predictions.npz b/results/TimesFM-2.5/Australia_Solar/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fd9a76b9d949dbe939e248b6e6476af580793976 --- /dev/null +++ b/results/TimesFM-2.5/Australia_Solar/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:088b45c505ff0e8cb0133a76966a6d1fa9a944c8934c816837981f2b6d880629 +size 115560 diff --git a/results/TimesFM-2.5/Auto_Production_SF/M/short/config.json b/results/TimesFM-2.5/Auto_Production_SF/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ad7ae0870ae1456875031af220f2ab2962542ec5 --- /dev/null +++ b/results/TimesFM-2.5/Auto_Production_SF/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Auto_Production_SF/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Auto_Production_SF/M/short/metrics.npz b/results/TimesFM-2.5/Auto_Production_SF/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4eb137c1e157a324401633a5a9bb047a7d317d9e --- /dev/null +++ b/results/TimesFM-2.5/Auto_Production_SF/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3448b51ac9f4438b03eebeb583802be4a0b7b0d0e6c071c3f8ac9b1e94ce0dc3 +size 1828 diff --git a/results/TimesFM-2.5/Auto_Production_SF/M/short/predictions.npz b/results/TimesFM-2.5/Auto_Production_SF/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1f6507ac62e1ff4c791ae4d67397f4f62afc09ba --- /dev/null +++ b/results/TimesFM-2.5/Auto_Production_SF/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59688567cefdf9e40807dc096de6c17fc1d8a47346d558bb8615e9f993db5abc +size 1319 diff --git a/results/TimesFM-2.5/CPHL/15T/long/config.json b/results/TimesFM-2.5/CPHL/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e4b6139531ae81a31d38db6faf51af0d5bc3bd1e --- /dev/null +++ b/results/TimesFM-2.5/CPHL/15T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/15T/long", + "num_series": 2, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/CPHL/15T/long/metrics.npz b/results/TimesFM-2.5/CPHL/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9157d74cda7453167e38cf84c877287c0674673c --- /dev/null +++ b/results/TimesFM-2.5/CPHL/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce83bfb7545bd241e2c84ddba8f6759a3d22118186a607f35a9d51b738768257 +size 2173 diff --git a/results/TimesFM-2.5/CPHL/15T/long/predictions.npz b/results/TimesFM-2.5/CPHL/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c5f89a1900868e414e0e8c43a4bc815fd516f3b1 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9315605c75cfc60d663426ec3a2abbc46aed1a6d913b82605ff44185fb71ba60 +size 38230 diff --git a/results/TimesFM-2.5/CPHL/15T/medium/config.json b/results/TimesFM-2.5/CPHL/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bca16e8da14acce5d6ee0fc751482317e1e10d3f --- /dev/null +++ b/results/TimesFM-2.5/CPHL/15T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/15T/medium", + "num_series": 2, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/CPHL/15T/medium/metrics.npz b/results/TimesFM-2.5/CPHL/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..61d572cbf4d2cdde8430b86e0e91f42f97e17de6 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb3b9299fda7247ab500e786370fc387f2577855a1b16dc463f57046d873839d +size 3466 diff --git a/results/TimesFM-2.5/CPHL/15T/medium/predictions.npz b/results/TimesFM-2.5/CPHL/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..98b97c9d02d20119e24b1660e99155197556a315 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f0fc97bac9ce111ccee03027fe2028615c14497d3c8aa55db17183717965d4ef +size 39120 diff --git a/results/TimesFM-2.5/CPHL/15T/short/config.json b/results/TimesFM-2.5/CPHL/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..23bc75780d25c97c05fc31a22c103bd3c6384a11 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/15T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/15T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/CPHL/15T/short/metrics.npz b/results/TimesFM-2.5/CPHL/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..34a1b67ece8cba0e50b9b6d782b793268a946f79 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:868c81df18ce5e614d362d78fa5f239e5a27c2ba0a76c61d6bf45d9eba324bcd +size 15747 diff --git a/results/TimesFM-2.5/CPHL/15T/short/predictions.npz b/results/TimesFM-2.5/CPHL/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6e5f348a87bec3c2bf720ae59b4a8c028a58b59f --- /dev/null +++ b/results/TimesFM-2.5/CPHL/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d37eb13a035340cc3dbaae7bded700963c20316ba72282ce5a9e1c6e5c98ba0f +size 40305 diff --git a/results/TimesFM-2.5/CPHL/30T/long/config.json b/results/TimesFM-2.5/CPHL/30T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..39c25f9e1161c87ef38a153bec5a0096a4ccd32b --- /dev/null +++ b/results/TimesFM-2.5/CPHL/30T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/30T/long", + "num_series": 2, + "num_windows": 10, + "num_variates": 1, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/CPHL/30T/long/metrics.npz b/results/TimesFM-2.5/CPHL/30T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..94be1c21f345f530966975c9242c9b00eb778b64 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/30T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1298101cde0c347ee0af2488fc67c0a7590f7ae850d9e63a27e0b77a1c3f24b4 +size 2836 diff --git a/results/TimesFM-2.5/CPHL/30T/long/predictions.npz b/results/TimesFM-2.5/CPHL/30T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6c8b9a593b8576d160b593d57a311b3768258a5f --- /dev/null +++ b/results/TimesFM-2.5/CPHL/30T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8f29f29526170250b5cda6ddb1ce9268e124fe67fdb40a6be72690ee1cb79ab +size 39882 diff --git a/results/TimesFM-2.5/CPHL/30T/medium/config.json b/results/TimesFM-2.5/CPHL/30T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b0d4623808b4568a904f898241c8facd6fea16d1 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/30T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/30T/medium", + "num_series": 2, + "num_windows": 30, + "num_variates": 1, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/CPHL/30T/medium/metrics.npz b/results/TimesFM-2.5/CPHL/30T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4557aac865a5f440a2ffef481c9456d4ecdda1e2 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/30T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c7c6d3625193279086e00e5057d579fc854b1d7330123ab040868ace7c56184 +size 5453 diff --git a/results/TimesFM-2.5/CPHL/30T/medium/predictions.npz b/results/TimesFM-2.5/CPHL/30T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..66c209957679461cc2814315444547626acdcdd5 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/30T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ed115c642e9b3aae7234313ca8658e5b7592bc157dcea744061e43f63f47643 +size 40386 diff --git a/results/TimesFM-2.5/CPHL/30T/short/config.json b/results/TimesFM-2.5/CPHL/30T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6e7ef42ea30102a4682900825c0ed7a97a14a282 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/30T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/30T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/CPHL/30T/short/metrics.npz b/results/TimesFM-2.5/CPHL/30T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..55fb09c815fa123d0d3ba60bb1c1ec9717729354 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/30T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5614061a4f37e0277dac07b990c7786755f4cf6dd240d7e764f4c85fe531e60d +size 15878 diff --git a/results/TimesFM-2.5/CPHL/30T/short/predictions.npz b/results/TimesFM-2.5/CPHL/30T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..17b14fa2c87b8fe1c0150da105991928e45e7ade --- /dev/null +++ b/results/TimesFM-2.5/CPHL/30T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56ef3c7475b4b7595d360591a6cccf6092f8d906edf3c900a103483c789e08fa +size 41492 diff --git a/results/TimesFM-2.5/CPHL/H/long/config.json b/results/TimesFM-2.5/CPHL/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c56cc51647a5fb0a6936cd66c3519570f9acdcc3 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/H/long", + "num_series": 4, + "num_windows": 2, + "num_variates": 1, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/CPHL/H/long/metrics.npz b/results/TimesFM-2.5/CPHL/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..37d80edcd06fa555085b7ffc3aaf16470b5a6816 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b3c0b9adc0ea729f358dd5e40a74637f85d3c6ecb08afcfb03217a6f198b05c +size 2038 diff --git a/results/TimesFM-2.5/CPHL/H/long/predictions.npz b/results/TimesFM-2.5/CPHL/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d4cb75468d6a5ad5555f93c4a06a2bbf05c2f057 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05f3002749b98b8a0fea25a8b694f80de84bd42f84e5f9b7ed6486d9a66ab023 +size 37829 diff --git a/results/TimesFM-2.5/CPHL/H/medium/config.json b/results/TimesFM-2.5/CPHL/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8000cf21e33f1ee4f4d1055a0982ecb7b0978461 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/H/medium", + "num_series": 4, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/CPHL/H/medium/metrics.npz b/results/TimesFM-2.5/CPHL/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..da43f35002a8e2af40060112858d88c69e3f0290 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77e51f65d645c20780a27a174a6a7528622889a9ea43bcd5d01f4c7de69133e0 +size 2559 diff --git a/results/TimesFM-2.5/CPHL/H/medium/predictions.npz b/results/TimesFM-2.5/CPHL/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c2b657c725cf07c4422d8e77ed3da04f1e0300f1 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89f3f7b97c24c41ce991a2e050e709c6f9aa4af21c6521f1177de208a07d8ab1 +size 38297 diff --git a/results/TimesFM-2.5/CPHL/H/short/config.json b/results/TimesFM-2.5/CPHL/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b2cde0f36cb3787aad5011975b951705675557a8 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/H/short", + "num_series": 4, + "num_windows": 28, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/CPHL/H/short/metrics.npz b/results/TimesFM-2.5/CPHL/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..20bee8a3ec42cf7ffecced63910551bc628e74bd --- /dev/null +++ b/results/TimesFM-2.5/CPHL/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b65bf58ec3ca7dade130c06ef2953c34286bca4e9529306ef02fbcbd78b8045 +size 8504 diff --git a/results/TimesFM-2.5/CPHL/H/short/predictions.npz b/results/TimesFM-2.5/CPHL/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e436ef6f53986a0e9007c428bb737a6d4e7f43c8 --- /dev/null +++ b/results/TimesFM-2.5/CPHL/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:329b57f5c1f07a7cf9b377dd280bc0f9f356be310e413f6df31a3de23e8448ad +size 39268 diff --git a/results/TimesFM-2.5/Coastal_T_S/15T/long/config.json b/results/TimesFM-2.5/Coastal_T_S/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cf6313e95f49d86e9ec32b3d2ef22ae8cad8e337 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/15T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Coastal_T_S/15T/long/metrics.npz b/results/TimesFM-2.5/Coastal_T_S/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c1fabd759e213c1779a1dc6d58ada5e615e51ca2 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c117625d9b0f4270fe46f5d94b62caf1f4cf34924ce77f167030745e93d8c47b +size 6284 diff --git a/results/TimesFM-2.5/Coastal_T_S/15T/long/predictions.npz b/results/TimesFM-2.5/Coastal_T_S/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e0e4b69ae7a5fe5f2321b45c03cf39a06de2af22 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dff8ceb4e17b07f8b7af8eb668ede6d33bf4eed4c914b9c4e5370835e92bbda6 +size 109618 diff --git a/results/TimesFM-2.5/Coastal_T_S/15T/medium/config.json b/results/TimesFM-2.5/Coastal_T_S/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ff709abbb6584983d2073aa87fe4c5d1ab37a8eb --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/15T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Coastal_T_S/15T/medium/metrics.npz b/results/TimesFM-2.5/Coastal_T_S/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..af5d49a5e17019f214aecf2c60aed9184b6a830c --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f892b0402b1baf1ba9d5cc0f87f372c77224053be83bd97a727e393f498fbd2b +size 14836 diff --git a/results/TimesFM-2.5/Coastal_T_S/15T/medium/predictions.npz b/results/TimesFM-2.5/Coastal_T_S/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f6eec0b11e80e781934a2250ceda84f45880a789 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7be6b75f0ebc3d70f11508b61bf484999c49a3a994ab0f9bf0602f34ad4d453b +size 121693 diff --git a/results/TimesFM-2.5/Coastal_T_S/15T/short/config.json b/results/TimesFM-2.5/Coastal_T_S/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cd8c6da509b73e87c2c13aaf5dfafbe23cd836dd --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/15T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Coastal_T_S/15T/short/metrics.npz b/results/TimesFM-2.5/Coastal_T_S/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..325b6a7e5dd02ee272d57ab9f4a84ba3d74ff7ba --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a5b799120e69dbcefadf89226f8b8bcf0742190f0de210273146922d855237d +size 102954 diff --git a/results/TimesFM-2.5/Coastal_T_S/15T/short/predictions.npz b/results/TimesFM-2.5/Coastal_T_S/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0ca5665917d71c3da2181743ca2edff8522cde39 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9676ff7feefc1e23fdf67497ad3ae21a7111881b6b6429077c1473f2376953e6 +size 147955 diff --git a/results/TimesFM-2.5/Coastal_T_S/20T/long/config.json b/results/TimesFM-2.5/Coastal_T_S/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f987737ccdc28b92b3324105e017c62743dd3b5d --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/20T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/20T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Coastal_T_S/20T/long/metrics.npz b/results/TimesFM-2.5/Coastal_T_S/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3c3265b27ac8307a814555f20a11ff7db39ac026 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4b392be4b2dcb8328197e8b65f1078380aca3c31aed1879ec809b1debdd9d09 +size 2483 diff --git a/results/TimesFM-2.5/Coastal_T_S/20T/long/predictions.npz b/results/TimesFM-2.5/Coastal_T_S/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f409bf07ef01501e9c01446191d05f8e6fe4af8d --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84e2b634ea144f4ed573ca8444dadc7cace9d953427fab3dde66427c5e374b32 +size 19920 diff --git a/results/TimesFM-2.5/Coastal_T_S/20T/medium/config.json b/results/TimesFM-2.5/Coastal_T_S/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7c06e9295649d8d4cad3dcbfde0ed5da5d94c264 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/20T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/20T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Coastal_T_S/20T/medium/metrics.npz b/results/TimesFM-2.5/Coastal_T_S/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fb7ef2d0ec2e6d6ce78c6c2a1d83844a7e7417d1 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e6dd3d9c9d4a9113f0a94ccf6c5cadfae804fb8ba3e7b1675d0b64fe812f26d +size 4351 diff --git a/results/TimesFM-2.5/Coastal_T_S/20T/medium/predictions.npz b/results/TimesFM-2.5/Coastal_T_S/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ebbd0ae6cbfca1ee94b0d5307192c244c294f92a --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a706310f3002fedf86c8f8994415853ec32363e179ea13340db1ea092440651a +size 20406 diff --git a/results/TimesFM-2.5/Coastal_T_S/20T/short/config.json b/results/TimesFM-2.5/Coastal_T_S/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3a70e8e3eec1a6400aa03b8e7765996f880e48a9 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/20T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/20T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Coastal_T_S/20T/short/metrics.npz b/results/TimesFM-2.5/Coastal_T_S/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1d0f6f826de3b3611cceacb34c4e990f88d8a443 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dba966226fc9d1c60652d53ae083a2b726fe0247e749330c12a8196c2bd758fe +size 21664 diff --git a/results/TimesFM-2.5/Coastal_T_S/20T/short/predictions.npz b/results/TimesFM-2.5/Coastal_T_S/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..50f783cc7fb3cb6e138fd362507c2646cde022f8 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da5112d4ef9f8c22c5221b77a1130017fd5296c0dc15ca6ac3390801298e920c +size 22066 diff --git a/results/TimesFM-2.5/Coastal_T_S/5T/long/config.json b/results/TimesFM-2.5/Coastal_T_S/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a676e2b8a6796f0077cd262826d6616a6ea86c0b --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/5T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/5T/long", + "num_series": 18, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Coastal_T_S/5T/long/metrics.npz b/results/TimesFM-2.5/Coastal_T_S/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d0ef1a6abf4ae858e6612115d34e452916463df5 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6bedabcbd5dab0ca2be9e5d96eed720ea7ea621384956e01df5d04397cf92c8 +size 17717 diff --git a/results/TimesFM-2.5/Coastal_T_S/5T/long/predictions.npz b/results/TimesFM-2.5/Coastal_T_S/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2c8c23dd6d2ac1c3c5d4708aa7f51e116b0a4cc7 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad4c3226fdff3e893281257ce9ad0bf2c9b51996e66c0ca71ef5b68346058549 +size 979981 diff --git a/results/TimesFM-2.5/Coastal_T_S/5T/medium/config.json b/results/TimesFM-2.5/Coastal_T_S/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e910e90811274fcba85ff5edb963f9370d66a5b7 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/5T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/5T/medium", + "num_series": 18, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Coastal_T_S/5T/medium/metrics.npz b/results/TimesFM-2.5/Coastal_T_S/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c6da33680e8b3c4ba9000ecd3e70037a32353b67 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:585b3693cd94cd66bccbada84b28eaa2ee165d49c40cb92ada01c714bd5ea004 +size 48471 diff --git a/results/TimesFM-2.5/Coastal_T_S/5T/medium/predictions.npz b/results/TimesFM-2.5/Coastal_T_S/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2431b8d20d9636085e4398213b467b76a36ed019 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:282845ef75fdb2bd1b4cc420263d10f499f9c95eecd5f60e886852aa92d63448 +size 1062519 diff --git a/results/TimesFM-2.5/Coastal_T_S/5T/short/config.json b/results/TimesFM-2.5/Coastal_T_S/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f5d1d043d79976a18cc58c516431ae8001632e72 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/5T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/5T/short", + "num_series": 18, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Coastal_T_S/5T/short/metrics.npz b/results/TimesFM-2.5/Coastal_T_S/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5c205cee9ffa4de33d1a8830a2db584fd76e891d --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e47526a0546fca5a1046bb15a406d0c8ccb332af92bb61e655ce4cb74426337 +size 367946 diff --git a/results/TimesFM-2.5/Coastal_T_S/5T/short/predictions.npz b/results/TimesFM-2.5/Coastal_T_S/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9ee06f0c8baed91bf00073c50763150a3673f2ec --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5fe0923ad083d01f18d215e834e6065dec495925a5d21b3800cf9fa1357d4a4 +size 1227052 diff --git a/results/TimesFM-2.5/Coastal_T_S/H/long/config.json b/results/TimesFM-2.5/Coastal_T_S/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5bf88ec87317cf3c792954e3c8d258f499d03040 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/H/long", + "num_series": 24, + "num_windows": 2, + "num_variates": 3, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Coastal_T_S/H/long/metrics.npz b/results/TimesFM-2.5/Coastal_T_S/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..00dd4ec2a3e4af0df52dcb37883ae186e7829b2d --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9080978df65145e055e2153dcd14799ef6bbc9f10f9eb655c8fa0dcbd3b25172 +size 10402 diff --git a/results/TimesFM-2.5/Coastal_T_S/H/long/predictions.npz b/results/TimesFM-2.5/Coastal_T_S/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..20ebe60e38a42d6085f0e74f55ec99580d78c813 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5024f467d17efd455d61582418227b61e3f7ab480a5f53f3e787e6555960bbd7 +size 291820 diff --git a/results/TimesFM-2.5/Coastal_T_S/H/medium/config.json b/results/TimesFM-2.5/Coastal_T_S/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7572c74d1eb9e8cdea85b4363d97dd3d6ba94df6 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/H/medium", + "num_series": 24, + "num_windows": 4, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Coastal_T_S/H/medium/metrics.npz b/results/TimesFM-2.5/Coastal_T_S/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6551c219a837bafc8c4614da0bd06b15d10ee248 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26298aeb726e95687dbae2bb8e3c511a32a2b428b1b5b22e4eb638ae246d99f3 +size 18583 diff --git a/results/TimesFM-2.5/Coastal_T_S/H/medium/predictions.npz b/results/TimesFM-2.5/Coastal_T_S/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d50612f33882737c50107d863902b5ef23d59970 --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4a4a062fa202006b0eb9132481d8d818b671bae17000c81715a39cc275251d1 +size 310741 diff --git a/results/TimesFM-2.5/Coastal_T_S/H/short/config.json b/results/TimesFM-2.5/Coastal_T_S/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d6593db7b3d44b16ffca0739ca778b7d8150b55a --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/H/short", + "num_series": 24, + "num_windows": 28, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Coastal_T_S/H/short/metrics.npz b/results/TimesFM-2.5/Coastal_T_S/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..15ea5194d7043601ffd2ca265805b60044622cea --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2f211cd6c79e8638fe6d72ecdfaf362d1eb2898b683af988ac70b32d842acdf +size 115238 diff --git a/results/TimesFM-2.5/Coastal_T_S/H/short/predictions.npz b/results/TimesFM-2.5/Coastal_T_S/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0bfc9bb0eea98904886bbcb95c7b917e474ac25e --- /dev/null +++ b/results/TimesFM-2.5/Coastal_T_S/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c613aee369ee01d0b26b3a9e02cbecaddfdc51ee0ac6248b7591fa2a1c9467b5 +size 348927 diff --git a/results/TimesFM-2.5/Commodity_Import/M/short/config.json b/results/TimesFM-2.5/Commodity_Import/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5bcbe9a6d86948de870ae72e145a2e335b5fc366 --- /dev/null +++ b/results/TimesFM-2.5/Commodity_Import/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Commodity_Import/M/short", + "num_series": 8, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Commodity_Import/M/short/metrics.npz b/results/TimesFM-2.5/Commodity_Import/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..26c175998ff9bae2ef0fc8a65272bb39d3bdd700 --- /dev/null +++ b/results/TimesFM-2.5/Commodity_Import/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffd7753c17b48004f3f4506d32059dd3759248770f8ed1e6aa065853729158c3 +size 4090 diff --git a/results/TimesFM-2.5/Commodity_Import/M/short/predictions.npz b/results/TimesFM-2.5/Commodity_Import/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..23d49025bcb30bbdcc0103c7b8282e6a6961f824 --- /dev/null +++ b/results/TimesFM-2.5/Commodity_Import/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54a19aad4d2b4e39a95e80523dc2bd6efaf0a8a00097ee7384184e250d20a219 +size 7869 diff --git a/results/TimesFM-2.5/Commodity_Production/M/short/config.json b/results/TimesFM-2.5/Commodity_Production/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..df6a23f115daee69cbef44233515f14db4948137 --- /dev/null +++ b/results/TimesFM-2.5/Commodity_Production/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Commodity_Production/M/short", + "num_series": 32, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Commodity_Production/M/short/metrics.npz b/results/TimesFM-2.5/Commodity_Production/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fde1bd8efdb0dbba824f5000ad8ae5b200e57f19 --- /dev/null +++ b/results/TimesFM-2.5/Commodity_Production/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a2937dd0ac8977441080635fa1e5d82b4f216946a7264fa52fa65969c91034a +size 11181 diff --git a/results/TimesFM-2.5/Commodity_Production/M/short/predictions.npz b/results/TimesFM-2.5/Commodity_Production/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2aec24230c09865d6f947af5a2387113d616ceb7 --- /dev/null +++ b/results/TimesFM-2.5/Commodity_Production/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a37eb5bb4fa9696e0232cc855e3c2ffbbd26101b522ec31d2cbfc1a21fec1c1 +size 29535 diff --git a/results/TimesFM-2.5/Crypto/D/short/config.json b/results/TimesFM-2.5/Crypto/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4799c9a984010bf692bd77ca3b355e245bd20c14 --- /dev/null +++ b/results/TimesFM-2.5/Crypto/D/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Crypto/D/short", + "num_series": 1, + "num_windows": 9, + "num_variates": 4, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Crypto/D/short/metrics.npz b/results/TimesFM-2.5/Crypto/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1235b72efa981eb936199a5363b255bbf45370cb --- /dev/null +++ b/results/TimesFM-2.5/Crypto/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ee24da63f5af1e304fe249870968e28203ebc0489da9757e852449055b7baf2 +size 3842 diff --git a/results/TimesFM-2.5/Crypto/D/short/predictions.npz b/results/TimesFM-2.5/Crypto/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..853ca703df781326daf718e85f500a04baf3ea4b --- /dev/null +++ b/results/TimesFM-2.5/Crypto/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a49ebbf00d66ab52de9c9144cbd24d79681287f9f6d5297912beca25d04495d1 +size 15660 diff --git a/results/TimesFM-2.5/ECDC_COVID/D/short/config.json b/results/TimesFM-2.5/ECDC_COVID/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..928cfa4a7f01ce60827ceb31ca3589e6df29f073 --- /dev/null +++ b/results/TimesFM-2.5/ECDC_COVID/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "ECDC_COVID/D/short", + "num_series": 9, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/ECDC_COVID/D/short/metrics.npz b/results/TimesFM-2.5/ECDC_COVID/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ddc59cef4f00d35970a484688d12917ac5e82220 --- /dev/null +++ b/results/TimesFM-2.5/ECDC_COVID/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c884d567d87d851fb4e19be3f22f28025c2d46a921443ccbc233b5778de4a2fa +size 4434 diff --git a/results/TimesFM-2.5/ECDC_COVID/D/short/predictions.npz b/results/TimesFM-2.5/ECDC_COVID/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ad305969e110d9c93c72afcec5e904636c9f1afe --- /dev/null +++ b/results/TimesFM-2.5/ECDC_COVID/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac56efce1da748dc12b19484287486a5085caaee6119e796afa8c2ac680e1f58 +size 20893 diff --git a/results/TimesFM-2.5/ECDC_COVID/W/short/config.json b/results/TimesFM-2.5/ECDC_COVID/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..52a939d39c5ef8461b97ec9e37941fab79736fc2 --- /dev/null +++ b/results/TimesFM-2.5/ECDC_COVID/W/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "ECDC_COVID/W/short", + "num_series": 16, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/ECDC_COVID/W/short/metrics.npz b/results/TimesFM-2.5/ECDC_COVID/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f7021c52e9ddbef44e9dc8e56be95146a4c1f430 --- /dev/null +++ b/results/TimesFM-2.5/ECDC_COVID/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1aff1c020c9316d431fa292bfd752a76aca1b390e55b7be2fad88eb5735766b2 +size 5695 diff --git a/results/TimesFM-2.5/ECDC_COVID/W/short/predictions.npz b/results/TimesFM-2.5/ECDC_COVID/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..12cb58ea7bc53f951ca7cd9e7fb0e7647c959374 --- /dev/null +++ b/results/TimesFM-2.5/ECDC_COVID/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b63ec12836b37f1a4817064fbb913b6c464da068b180466d7e2474d09b692d03 +size 13704 diff --git a/results/TimesFM-2.5/EWELD_Load/15T/long/config.json b/results/TimesFM-2.5/EWELD_Load/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..464fd7a6cd409ec7398ff2a803a4d272b77cf9e0 --- /dev/null +++ b/results/TimesFM-2.5/EWELD_Load/15T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "EWELD_Load/15T/long", + "num_series": 1, + "num_windows": 2, + "num_variates": 10, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/EWELD_Load/15T/long/metrics.npz b/results/TimesFM-2.5/EWELD_Load/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c88a01b322558bf51d63d356d6d3909e08306af0 --- /dev/null +++ b/results/TimesFM-2.5/EWELD_Load/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56fdb0eefd3e5cd7ba3be56b92e9d4982c7680ce68aeb5d2fa3aa8730223656d +size 2852 diff --git a/results/TimesFM-2.5/EWELD_Load/15T/long/predictions.npz b/results/TimesFM-2.5/EWELD_Load/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4445a33d6f376a6f7b0d6ba01ab2de24f3ffd2b6 --- /dev/null +++ b/results/TimesFM-2.5/EWELD_Load/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b257bfdda907b3b52787f78955a319c6b87cb9348f3f0a60743154b14bf7bd47 +size 196733 diff --git a/results/TimesFM-2.5/EWELD_Load/15T/medium/config.json b/results/TimesFM-2.5/EWELD_Load/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1feea22468a5f80fe31c6e882050a29cfbc206cf --- /dev/null +++ b/results/TimesFM-2.5/EWELD_Load/15T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "EWELD_Load/15T/medium", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/EWELD_Load/15T/medium/metrics.npz b/results/TimesFM-2.5/EWELD_Load/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..18acc01cc6c787fb24f1dab3d510d11b3881f17a --- /dev/null +++ b/results/TimesFM-2.5/EWELD_Load/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b531f730b8dc0d4711d27e41c222bcf4647f52398d2d35d852cb64085a6389ea +size 10213 diff --git a/results/TimesFM-2.5/EWELD_Load/15T/medium/predictions.npz b/results/TimesFM-2.5/EWELD_Load/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ee24cdc6e1bdc09da0bf27526d2facd91b202bdf --- /dev/null +++ b/results/TimesFM-2.5/EWELD_Load/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c85cdd5056fefb0f7a60603e97cdc9e8e71e3fa423bf21b9405126086520b4b +size 204076 diff --git a/results/TimesFM-2.5/EWELD_Load/15T/short/config.json b/results/TimesFM-2.5/EWELD_Load/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9a379315f57a57d30e5b191c51343b7b6df3331c --- /dev/null +++ b/results/TimesFM-2.5/EWELD_Load/15T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "EWELD_Load/15T/short", + "num_series": 1, + "num_windows": 56, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/EWELD_Load/15T/short/metrics.npz b/results/TimesFM-2.5/EWELD_Load/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..95c21f326e5ece36dce1460b22d5406a0a991a92 --- /dev/null +++ b/results/TimesFM-2.5/EWELD_Load/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:212a9874acf3bfbd056fcf1879850401939bb64e8bbd6993a5c318d1f6b7e1f4 +size 34484 diff --git a/results/TimesFM-2.5/EWELD_Load/15T/short/predictions.npz b/results/TimesFM-2.5/EWELD_Load/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c50c851edac98ae49c05be042f0a46eb0031513c --- /dev/null +++ b/results/TimesFM-2.5/EWELD_Load/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8eff9177bb1418dbff964e978d17dcb9dacfdceb0774ed58608d71ebd79486de +size 205581 diff --git a/results/TimesFM-2.5/Finland_Traffic/15T/long/config.json b/results/TimesFM-2.5/Finland_Traffic/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..936f7f396eb38ff21e88c0095c23f8001e432df2 --- /dev/null +++ b/results/TimesFM-2.5/Finland_Traffic/15T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Finland_Traffic/15T/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Finland_Traffic/15T/long/metrics.npz b/results/TimesFM-2.5/Finland_Traffic/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..44661bd87d4c450523bf607dd27409dbb869bea0 --- /dev/null +++ b/results/TimesFM-2.5/Finland_Traffic/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb63d5121c7b408fdcd11d8268de1f40aa15c56e5bf46ba6ea4ec65de1d09347 +size 1767 diff --git a/results/TimesFM-2.5/Finland_Traffic/15T/long/predictions.npz b/results/TimesFM-2.5/Finland_Traffic/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d45bd362ff49c94bddd4481e20ebb62b85ad8625 --- /dev/null +++ b/results/TimesFM-2.5/Finland_Traffic/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:577ba4ca6968cadf162fc7133d94d19b8350be079ae09088a0779dc9b1c15b30 +size 41767 diff --git a/results/TimesFM-2.5/Finland_Traffic/15T/medium/config.json b/results/TimesFM-2.5/Finland_Traffic/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..89b235d677a962d087f2e5ea2ff47c539aad6f2f --- /dev/null +++ b/results/TimesFM-2.5/Finland_Traffic/15T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Finland_Traffic/15T/medium", + "num_series": 1, + "num_windows": 31, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Finland_Traffic/15T/medium/metrics.npz b/results/TimesFM-2.5/Finland_Traffic/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..639d0c411bf957eb2002598a87558ab27f82af72 --- /dev/null +++ b/results/TimesFM-2.5/Finland_Traffic/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d83a823046514e76fbddd9ae5730806ec78ad994175d35f75bfa975ef52df82c +size 3511 diff --git a/results/TimesFM-2.5/Finland_Traffic/15T/medium/predictions.npz b/results/TimesFM-2.5/Finland_Traffic/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c4705cc2ef672d6c4702da5f1046a8e66aa79f3b --- /dev/null +++ b/results/TimesFM-2.5/Finland_Traffic/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d2dd5967997016390547baf66387cbfcb41857f2d4722379c507ac62bb0f0f6 +size 46256 diff --git a/results/TimesFM-2.5/Finland_Traffic/15T/short/config.json b/results/TimesFM-2.5/Finland_Traffic/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..be7e0d90139295cd11d136844af86257a923bdfa --- /dev/null +++ b/results/TimesFM-2.5/Finland_Traffic/15T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Finland_Traffic/15T/short", + "num_series": 1, + "num_windows": 186, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Finland_Traffic/15T/short/metrics.npz b/results/TimesFM-2.5/Finland_Traffic/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b81ea15ba5ff5201e5c897711dd8e6831227d1a4 --- /dev/null +++ b/results/TimesFM-2.5/Finland_Traffic/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f082da317dd462aa4494b97dcbb6299f6a418a7c9d1c390232589c1650cc836 +size 12629 diff --git a/results/TimesFM-2.5/Finland_Traffic/15T/short/predictions.npz b/results/TimesFM-2.5/Finland_Traffic/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4a89e44d41fe0a4f9609ac4e0dad91bf74bcf1d2 --- /dev/null +++ b/results/TimesFM-2.5/Finland_Traffic/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8503579b75622e2028592004de4624f1e3b3f4f80de402a94ab8ca9232d847fe +size 46319 diff --git a/results/TimesFM-2.5/Global_Influenza/W/short/config.json b/results/TimesFM-2.5/Global_Influenza/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f8db0ca5cf33b069b942003adafa0ed0a838963d --- /dev/null +++ b/results/TimesFM-2.5/Global_Influenza/W/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Global_Influenza/W/short", + "num_series": 15, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Global_Influenza/W/short/metrics.npz b/results/TimesFM-2.5/Global_Influenza/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2cb95fc6297eaabd267bd0be31a1f67fb45965d8 --- /dev/null +++ b/results/TimesFM-2.5/Global_Influenza/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84f67d66912cb4dbc43ca0451cd5be4ba01466b320fcac78c94a9efed1509b6f +size 15850 diff --git a/results/TimesFM-2.5/Global_Influenza/W/short/predictions.npz b/results/TimesFM-2.5/Global_Influenza/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..01cf60ab41a4e608944e24237e3141f9768e5358 --- /dev/null +++ b/results/TimesFM-2.5/Global_Influenza/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e71e4f604cac9daf0edfb017436e6721d992e1332fe9672f59741c45ab8f37a5 +size 49774 diff --git a/results/TimesFM-2.5/Global_Price/Q/short/config.json b/results/TimesFM-2.5/Global_Price/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c8f79555db8bd152e0053bd7f27c5357d4520441 --- /dev/null +++ b/results/TimesFM-2.5/Global_Price/Q/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Global_Price/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 60, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Global_Price/Q/short/metrics.npz b/results/TimesFM-2.5/Global_Price/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..68fc7c9ab80eba8e7c928a6eb980d8a05b4737f4 --- /dev/null +++ b/results/TimesFM-2.5/Global_Price/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7315abe01428a429a8c2b730b8d9bc4f7383379d7c13fdced04138826d6cfe90 +size 19089 diff --git a/results/TimesFM-2.5/Global_Price/Q/short/predictions.npz b/results/TimesFM-2.5/Global_Price/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9dd059aad754458ac277aa402f1948d0a4cd2a10 --- /dev/null +++ b/results/TimesFM-2.5/Global_Price/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b26ad923996ba544aa7f609019145262e13c47b14d9bce5020cb9b8357bdac3 +size 20107 diff --git a/results/TimesFM-2.5/Housing_Inventory/M/short/config.json b/results/TimesFM-2.5/Housing_Inventory/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..02a786845fc78bb9b803da766bd40be827671dea --- /dev/null +++ b/results/TimesFM-2.5/Housing_Inventory/M/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Housing_Inventory/M/short", + "num_series": 1, + "num_windows": 3, + "num_variates": 4, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Housing_Inventory/M/short/metrics.npz b/results/TimesFM-2.5/Housing_Inventory/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..43bc1f2e2ab7051e110af2515543ca07db12c6e6 --- /dev/null +++ b/results/TimesFM-2.5/Housing_Inventory/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cda69975e551fdfccb966160b38954f82c92ce2a33ffc1f679d69efbb33f0712 +size 2276 diff --git a/results/TimesFM-2.5/Housing_Inventory/M/short/predictions.npz b/results/TimesFM-2.5/Housing_Inventory/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b2e1047694d561369b6378dd88bc3bc2cff84efd --- /dev/null +++ b/results/TimesFM-2.5/Housing_Inventory/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b45c9df67e801abe7af18a39ee28fca5c91689e0a50b790de0625ccdfea31af +size 2631 diff --git a/results/TimesFM-2.5/JOLTS/M/short/config.json b/results/TimesFM-2.5/JOLTS/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..db79de2a5b2bf2e325c2dc7620fc260856285168 --- /dev/null +++ b/results/TimesFM-2.5/JOLTS/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "JOLTS/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/JOLTS/M/short/metrics.npz b/results/TimesFM-2.5/JOLTS/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..060f30f70eb65a23d08518ddc764b5d5656e46a3 --- /dev/null +++ b/results/TimesFM-2.5/JOLTS/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56575e28d650d5630e1cf85da3b45dc0cdd502c34bb64ca5dc17dc03175029e9 +size 3427 diff --git a/results/TimesFM-2.5/JOLTS/M/short/predictions.npz b/results/TimesFM-2.5/JOLTS/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2793b4a562c11df90aa16cdb227f9b594667487f --- /dev/null +++ b/results/TimesFM-2.5/JOLTS/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6cd4cbd77d8c6619a876536616ae2099cd55e9c4233839a819f00e177719facd +size 5996 diff --git a/results/TimesFM-2.5/Job_Claims/W/short/config.json b/results/TimesFM-2.5/Job_Claims/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dfd2f782d9452c134af100aecd69d42c4170ab40 --- /dev/null +++ b/results/TimesFM-2.5/Job_Claims/W/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Job_Claims/W/short", + "num_series": 1, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Job_Claims/W/short/metrics.npz b/results/TimesFM-2.5/Job_Claims/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c32aba5b99bc3a55186e1adf5419b8c7fdf3e2a6 --- /dev/null +++ b/results/TimesFM-2.5/Job_Claims/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:901a60708cf47235b83b765c63c41cc5c37d7a9bba2ed8a59afc7269b2dd4fdb +size 2027 diff --git a/results/TimesFM-2.5/Job_Claims/W/short/predictions.npz b/results/TimesFM-2.5/Job_Claims/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0253ccb9003603854206d22477f886dba51f49c1 --- /dev/null +++ b/results/TimesFM-2.5/Job_Claims/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc5106377429f4a1d2d279e9eddab4906596630ad3acd5bf169727fb6ea54fc0 +size 1659 diff --git a/results/TimesFM-2.5/MetroPT-3/5T/long/config.json b/results/TimesFM-2.5/MetroPT-3/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d1a858646da83d36dfa09525400c5118f6498e97 --- /dev/null +++ b/results/TimesFM-2.5/MetroPT-3/5T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "MetroPT-3/5T/long", + "num_series": 1, + "num_windows": 3, + "num_variates": 6, + "prediction_length": 576, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/MetroPT-3/5T/long/metrics.npz b/results/TimesFM-2.5/MetroPT-3/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6e87cf96e92de394df06508fe99b1ad79f8144e5 --- /dev/null +++ b/results/TimesFM-2.5/MetroPT-3/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b361660528343c3e3c9e827d2fed9842528fec4882856b2d6cef8e5dbb23a4cb +size 2711 diff --git a/results/TimesFM-2.5/MetroPT-3/5T/long/predictions.npz b/results/TimesFM-2.5/MetroPT-3/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6c99d8db15be6b442e73ca4104126f0e31b8ebb5 --- /dev/null +++ b/results/TimesFM-2.5/MetroPT-3/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:046061e2b8b2a73158af9f9976c3e62ae8793939484d056acae2ff28c770f5b6 +size 110724 diff --git a/results/TimesFM-2.5/MetroPT-3/5T/medium/config.json b/results/TimesFM-2.5/MetroPT-3/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..36c657e37b6c432a49f7d47423d940a0574a14c3 --- /dev/null +++ b/results/TimesFM-2.5/MetroPT-3/5T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "MetroPT-3/5T/medium", + "num_series": 1, + "num_windows": 6, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/MetroPT-3/5T/medium/metrics.npz b/results/TimesFM-2.5/MetroPT-3/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c5cb782ad6e2f7ffe84f0d8f8c1d7851c6aa2f7b --- /dev/null +++ b/results/TimesFM-2.5/MetroPT-3/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8ad7d8eb5a8ed064c9ad09b5f278b02ccbb4f66604a797a6c7540699ab38d87 +size 3902 diff --git a/results/TimesFM-2.5/MetroPT-3/5T/medium/predictions.npz b/results/TimesFM-2.5/MetroPT-3/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..919ba65349ea5066ce8949ccd475b51d85321423 --- /dev/null +++ b/results/TimesFM-2.5/MetroPT-3/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ed7c7d7398437b1129f103168e6ce315112cd29ff8339b46bed5e1578d9d68e +size 118913 diff --git a/results/TimesFM-2.5/MetroPT-3/5T/short/config.json b/results/TimesFM-2.5/MetroPT-3/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4a33dd7d1597c2c0cc023d72670a2a5ba540150a --- /dev/null +++ b/results/TimesFM-2.5/MetroPT-3/5T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "MetroPT-3/5T/short", + "num_series": 1, + "num_windows": 36, + "num_variates": 6, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/MetroPT-3/5T/short/metrics.npz b/results/TimesFM-2.5/MetroPT-3/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fae887585e4b87c9d43a6e092fe2a0d5e2302af1 --- /dev/null +++ b/results/TimesFM-2.5/MetroPT-3/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c98e042ef2fc55d2e9e3c0a659959c6645b7bc29d55adb4f126254980a5293b3 +size 14396 diff --git a/results/TimesFM-2.5/MetroPT-3/5T/short/predictions.npz b/results/TimesFM-2.5/MetroPT-3/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0035f84dd7bea5f25ee7595d694108d9aa80063e --- /dev/null +++ b/results/TimesFM-2.5/MetroPT-3/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f07c78ba0a4d7a30959a80755d1cb479c4358f704729ce202d6dfedb9f1caff +size 131911 diff --git a/results/TimesFM-2.5/NE_China_Wind/H/long/config.json b/results/TimesFM-2.5/NE_China_Wind/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c755fabafb606691c83d55d90fdf17843aecc35f --- /dev/null +++ b/results/TimesFM-2.5/NE_China_Wind/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "NE_China_Wind/H/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/NE_China_Wind/H/long/metrics.npz b/results/TimesFM-2.5/NE_China_Wind/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ef57bc7695b97967ca719ab383ac1e615f71f03a --- /dev/null +++ b/results/TimesFM-2.5/NE_China_Wind/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e92de94ea01d7732a530b0dff5848b7de7bbd7147606192cf4e8a7b4555c761 +size 2555 diff --git a/results/TimesFM-2.5/NE_China_Wind/H/long/predictions.npz b/results/TimesFM-2.5/NE_China_Wind/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9ae045394608dfc99d69e88bdadcedf70a46f0e4 --- /dev/null +++ b/results/TimesFM-2.5/NE_China_Wind/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3132efa82080e40200f8276c8d0bbfe7cc15737df72bc84c5926013930b1869 +size 41672 diff --git a/results/TimesFM-2.5/NE_China_Wind/H/medium/config.json b/results/TimesFM-2.5/NE_China_Wind/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9fcc10d7702c873b506dad9c4a04cfd792c581a0 --- /dev/null +++ b/results/TimesFM-2.5/NE_China_Wind/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "NE_China_Wind/H/medium", + "num_series": 1, + "num_windows": 10, + "num_variates": 4, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/NE_China_Wind/H/medium/metrics.npz b/results/TimesFM-2.5/NE_China_Wind/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7adc687f3b56a413dcf81bfacf6971acd4684916 --- /dev/null +++ b/results/TimesFM-2.5/NE_China_Wind/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20e070f757cbc075829f1d33e1848ae68158eeb3a336d911b45ed6b64c5400a1 +size 4146 diff --git a/results/TimesFM-2.5/NE_China_Wind/H/medium/predictions.npz b/results/TimesFM-2.5/NE_China_Wind/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..12be61fa51204b3b2038ae21b536b2aa69db9d40 --- /dev/null +++ b/results/TimesFM-2.5/NE_China_Wind/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6424cda467008f4976853a86b02fb463aac255beb76c53ba9e83985d277c83c +size 45835 diff --git a/results/TimesFM-2.5/NE_China_Wind/H/short/config.json b/results/TimesFM-2.5/NE_China_Wind/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..68152441888377ab44be3f98d926c2be3a681b42 --- /dev/null +++ b/results/TimesFM-2.5/NE_China_Wind/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "NE_China_Wind/H/short", + "num_series": 1, + "num_windows": 30, + "num_variates": 4, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/NE_China_Wind/H/short/metrics.npz b/results/TimesFM-2.5/NE_China_Wind/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6d48ebec034fb31353596a0f1d61705dabb8e0ec --- /dev/null +++ b/results/TimesFM-2.5/NE_China_Wind/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32ceaef1fd5f382212feadd036d34779846f76b88bd5abd681bf110c595478bf +size 8967 diff --git a/results/TimesFM-2.5/NE_China_Wind/H/short/predictions.npz b/results/TimesFM-2.5/NE_China_Wind/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..16b5697982db13b1a6b39469b02922bb5e89670c --- /dev/null +++ b/results/TimesFM-2.5/NE_China_Wind/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d78cfd0a70f3e64d14b5f34442cd2d918721b1530e84b5ef6ddc02fe9cdab9bc +size 45779 diff --git a/results/TimesFM-2.5/Oil_Price/B/short/config.json b/results/TimesFM-2.5/Oil_Price/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2f79251b973f8e3e4f685b7d26684c427965ad4a --- /dev/null +++ b/results/TimesFM-2.5/Oil_Price/B/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Oil_Price/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 12, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Oil_Price/B/short/metrics.npz b/results/TimesFM-2.5/Oil_Price/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fa23f0a9b77ca0f7eebf1791a1f812bda595a0d5 --- /dev/null +++ b/results/TimesFM-2.5/Oil_Price/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0825d55ba707fb697a9bc2a71acdace2da5961af5891b47f859b6fe6189d4853 +size 26231 diff --git a/results/TimesFM-2.5/Oil_Price/B/short/predictions.npz b/results/TimesFM-2.5/Oil_Price/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fbf9ad218a24b118bd929f1a01ff5a9ea46a2973 --- /dev/null +++ b/results/TimesFM-2.5/Oil_Price/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45f48b522003f500834bfd2301617f592d5d0b9771e0f545118e87baed239153 +size 99345 diff --git a/results/TimesFM-2.5/Online_Retail_2_UCI/D/short/config.json b/results/TimesFM-2.5/Online_Retail_2_UCI/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bb6132a2d14ad25a1bffcab41dfedd04bd52feb4 --- /dev/null +++ b/results/TimesFM-2.5/Online_Retail_2_UCI/D/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Online_Retail_2_UCI/D/short", + "num_series": 1, + "num_windows": 6, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Online_Retail_2_UCI/D/short/metrics.npz b/results/TimesFM-2.5/Online_Retail_2_UCI/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ee562d3152349b173f7d73039572f0c3dba4962c --- /dev/null +++ b/results/TimesFM-2.5/Online_Retail_2_UCI/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:492eef466985cc446a22c5e6fab47c13e8ad90e6f81174778ee68ae7ffb5cdd2 +size 1900 diff --git a/results/TimesFM-2.5/Online_Retail_2_UCI/D/short/predictions.npz b/results/TimesFM-2.5/Online_Retail_2_UCI/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4d5b183e4df8cf694c764b534ea09281b4170459 --- /dev/null +++ b/results/TimesFM-2.5/Online_Retail_2_UCI/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:becbf643bb8ac0dcf40a897f60203fb71ab8dea7c4eaae756373db6c22772f2d +size 3208 diff --git a/results/TimesFM-2.5/OpenElectricity_NEM/5T/long/config.json b/results/TimesFM-2.5/OpenElectricity_NEM/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0433228a88a206c0734bc0e88fd12938e460ff2b --- /dev/null +++ b/results/TimesFM-2.5/OpenElectricity_NEM/5T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/long", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/OpenElectricity_NEM/5T/long/metrics.npz b/results/TimesFM-2.5/OpenElectricity_NEM/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..eb218bdf0645a5d393647c1e5354b2efaeb770a3 --- /dev/null +++ b/results/TimesFM-2.5/OpenElectricity_NEM/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:74965ffb36f90f7b32f14f8876150db9c2e8600891a047475a1406773ff6aa1d +size 10250 diff --git a/results/TimesFM-2.5/OpenElectricity_NEM/5T/long/predictions.npz b/results/TimesFM-2.5/OpenElectricity_NEM/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ad18ce535b29a641a687ca53b4459cf9ad7165da --- /dev/null +++ b/results/TimesFM-2.5/OpenElectricity_NEM/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18fe1f387b9c1cba92b70ba36bbe54406a10a8b5214ac7e02b1f95cb4535d5d8 +size 582931 diff --git a/results/TimesFM-2.5/OpenElectricity_NEM/5T/medium/config.json b/results/TimesFM-2.5/OpenElectricity_NEM/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f6e2463355e7d6f954271ad45fbbdf2efcf1f66e --- /dev/null +++ b/results/TimesFM-2.5/OpenElectricity_NEM/5T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/medium", + "num_series": 1, + "num_windows": 42, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/OpenElectricity_NEM/5T/medium/metrics.npz b/results/TimesFM-2.5/OpenElectricity_NEM/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ab769124b15a9db2085f45d46e4e52c19da5dccf --- /dev/null +++ b/results/TimesFM-2.5/OpenElectricity_NEM/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04e7819c938d14f17835d081f302275cc3ef4691c3a162e427bf0c846d282c37 +size 26310 diff --git a/results/TimesFM-2.5/OpenElectricity_NEM/5T/medium/predictions.npz b/results/TimesFM-2.5/OpenElectricity_NEM/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..464900c41e90c7dfaef952b37399c4bae9de86c6 --- /dev/null +++ b/results/TimesFM-2.5/OpenElectricity_NEM/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:748076ec4fc869534e45b5de724f4978b4adb1be19b7efb92062ff759f6c26a4 +size 577238 diff --git a/results/TimesFM-2.5/OpenElectricity_NEM/5T/short/config.json b/results/TimesFM-2.5/OpenElectricity_NEM/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c09b9b5e214e3d2bf43e18b0906eee74b2673c75 --- /dev/null +++ b/results/TimesFM-2.5/OpenElectricity_NEM/5T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/short", + "num_series": 1, + "num_windows": 168, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/OpenElectricity_NEM/5T/short/metrics.npz b/results/TimesFM-2.5/OpenElectricity_NEM/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1c75321e69024f96793d5b211f999f2b1bf6b50f --- /dev/null +++ b/results/TimesFM-2.5/OpenElectricity_NEM/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0796aa7a9e05baeef3e957787a27b501ed49a571f86f5e57fa66cb0bcde0a63a +size 98196 diff --git a/results/TimesFM-2.5/OpenElectricity_NEM/5T/short/predictions.npz b/results/TimesFM-2.5/OpenElectricity_NEM/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2d00d3d586f9a77dfc430d385f5cf7682f24f69f --- /dev/null +++ b/results/TimesFM-2.5/OpenElectricity_NEM/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92c01fb772f46d504992221482737c86e79b2af148342cefa41bc39cc85e5020 +size 574255 diff --git a/results/TimesFM-2.5/Port_Activity/D/short/config.json b/results/TimesFM-2.5/Port_Activity/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ad47eb1dfd89ab97d2eddd9651b2640ed4abfa52 --- /dev/null +++ b/results/TimesFM-2.5/Port_Activity/D/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Port_Activity/D/short", + "num_series": 99, + "num_windows": 12, + "num_variates": 2, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Port_Activity/D/short/metrics.npz b/results/TimesFM-2.5/Port_Activity/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f88a839f511c0d85aeaaecb5c4235f8eddb3029b --- /dev/null +++ b/results/TimesFM-2.5/Port_Activity/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5e13dbec575ec298163cfc252935ec328eb3ea296ff654adbadd89602c7e7a7 +size 141215 diff --git a/results/TimesFM-2.5/Port_Activity/D/short/predictions.npz b/results/TimesFM-2.5/Port_Activity/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d077d64c83843f74f176d7a43620488dc107afa1 --- /dev/null +++ b/results/TimesFM-2.5/Port_Activity/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cbd2af129029354529a88e5c63f542d580d290620f63ed5721c30c6f0075d691 +size 1007790 diff --git a/results/TimesFM-2.5/Port_Activity/W/short/config.json b/results/TimesFM-2.5/Port_Activity/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6b5b14d53bd388e1f5acc1fcd7b94614762be5ae --- /dev/null +++ b/results/TimesFM-2.5/Port_Activity/W/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Port_Activity/W/short", + "num_series": 99, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Port_Activity/W/short/metrics.npz b/results/TimesFM-2.5/Port_Activity/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..24864b4a987e57be9e778b72dc9207fb8ccaf3ea --- /dev/null +++ b/results/TimesFM-2.5/Port_Activity/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4dfc36e3b53ab237587734954ab7466f732bb386ff4265a788d4155aee4841dd +size 47825 diff --git a/results/TimesFM-2.5/Port_Activity/W/short/predictions.npz b/results/TimesFM-2.5/Port_Activity/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6550f31459fc0b7300db3e44c1cce03b356077f8 --- /dev/null +++ b/results/TimesFM-2.5/Port_Activity/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25fd9cf4ae9192057a6bdbce0fd706a945519d952805ae9a2bb3a0105f79de82 +size 154197 diff --git a/results/TimesFM-2.5/SG_Carpark/15T/long/config.json b/results/TimesFM-2.5/SG_Carpark/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a247c0d7c3b7edcd136ccc88d09290c7afb3fc92 --- /dev/null +++ b/results/TimesFM-2.5/SG_Carpark/15T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_Carpark/15T/long", + "num_series": 354, + "num_windows": 1, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/SG_Carpark/15T/long/metrics.npz b/results/TimesFM-2.5/SG_Carpark/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d22fe1af1665f7295e40da932fbfc3ce6a64b330 --- /dev/null +++ b/results/TimesFM-2.5/SG_Carpark/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3367c5e0c198043ac5e05dc76c7a38a32c357c6a19da29095224c4a9e0a71f50 +size 22696 diff --git a/results/TimesFM-2.5/SG_Carpark/15T/long/predictions.npz b/results/TimesFM-2.5/SG_Carpark/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ac3acd78e4ae25c222935c3eba00c109d013ec96 --- /dev/null +++ b/results/TimesFM-2.5/SG_Carpark/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:503121c8947d00c4fe68e85aa25255a69091f2c2559c13532cb125119ad2dcc5 +size 2790968 diff --git a/results/TimesFM-2.5/SG_Carpark/15T/medium/config.json b/results/TimesFM-2.5/SG_Carpark/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..218aaae82f7b3752871042756783c3f35b115fe3 --- /dev/null +++ b/results/TimesFM-2.5/SG_Carpark/15T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_Carpark/15T/medium", + "num_series": 354, + "num_windows": 7, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/SG_Carpark/15T/medium/metrics.npz b/results/TimesFM-2.5/SG_Carpark/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9e158f712b8d1e7e4de4b01f48162bacf9f57c62 --- /dev/null +++ b/results/TimesFM-2.5/SG_Carpark/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d7c9c93c10193964a9e554e8e3801f9ca0ce145b72ea8b9ef787703a30d3f5b +size 145151 diff --git a/results/TimesFM-2.5/SG_Carpark/15T/medium/predictions.npz b/results/TimesFM-2.5/SG_Carpark/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fee72601f763acec5ee8efa9ddfebbfbcd826db7 --- /dev/null +++ b/results/TimesFM-2.5/SG_Carpark/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b56988fcc9eb0d2bccd8534bbd8fe077db1da3053290b8e932ba0dad11cda5d +size 2806879 diff --git a/results/TimesFM-2.5/SG_Carpark/15T/short/config.json b/results/TimesFM-2.5/SG_Carpark/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6e7e214a9dbc8eb07efdf6928ac53e923f3a5224 --- /dev/null +++ b/results/TimesFM-2.5/SG_Carpark/15T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_Carpark/15T/short", + "num_series": 354, + "num_windows": 42, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/SG_Carpark/15T/short/metrics.npz b/results/TimesFM-2.5/SG_Carpark/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7bbdec99ffbef2b9f85e057b504a6ba6720313ac --- /dev/null +++ b/results/TimesFM-2.5/SG_Carpark/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13d50ba3343ff68993e439584f60f702a5b6d147c1cbc43aa10ab61addf47a5c +size 839658 diff --git a/results/TimesFM-2.5/SG_Carpark/15T/short/predictions.npz b/results/TimesFM-2.5/SG_Carpark/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..888d4f273becc33c1093e79d03b9b8265cb1002a --- /dev/null +++ b/results/TimesFM-2.5/SG_Carpark/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c38ffb3a4a636d0480f44c6b7cf6706be6e5ed3a7abea8938240421f8be8874 +size 2823287 diff --git a/results/TimesFM-2.5/SG_PM25/H/long/config.json b/results/TimesFM-2.5/SG_PM25/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a72b648b5871ca9633e915d730378118cb80b15b --- /dev/null +++ b/results/TimesFM-2.5/SG_PM25/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_PM25/H/long", + "num_series": 1, + "num_windows": 13, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/SG_PM25/H/long/metrics.npz b/results/TimesFM-2.5/SG_PM25/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c24d568fb2f52ca04f70505bc5fee50b908cb54d --- /dev/null +++ b/results/TimesFM-2.5/SG_PM25/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9774989d9dc98de36d14896dc379ccef2694d201d4251cb2ab592108d0681ec2 +size 5740 diff --git a/results/TimesFM-2.5/SG_PM25/H/long/predictions.npz b/results/TimesFM-2.5/SG_PM25/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..51848d0ad09af40b25943f1e5b4233b3d9a85da3 --- /dev/null +++ b/results/TimesFM-2.5/SG_PM25/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f04f866047c1658b142fa99d711a3233a07a2c080d09769f3a4f5970605f71b7 +size 149863 diff --git a/results/TimesFM-2.5/SG_PM25/H/medium/config.json b/results/TimesFM-2.5/SG_PM25/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dfcb57a141f0d1398c0cbe0dd58ba645b37fb3f5 --- /dev/null +++ b/results/TimesFM-2.5/SG_PM25/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_PM25/H/medium", + "num_series": 1, + "num_windows": 30, + "num_variates": 5, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/SG_PM25/H/medium/metrics.npz b/results/TimesFM-2.5/SG_PM25/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..08476eb3bbdcace429e35e5a5733c322e6586961 --- /dev/null +++ b/results/TimesFM-2.5/SG_PM25/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb9dc24e7d38148d1af7a6500c9a038d2d9871f263d08a73061369206ee1d480 +size 10654 diff --git a/results/TimesFM-2.5/SG_PM25/H/medium/predictions.npz b/results/TimesFM-2.5/SG_PM25/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..16f07c4a259357a836d6d9eab114811760be5155 --- /dev/null +++ b/results/TimesFM-2.5/SG_PM25/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44ee8fb00db7197e6134ee2eddd633cbe6e05f3925e7729396b51d6da69c76f1 +size 153458 diff --git a/results/TimesFM-2.5/SG_PM25/H/short/config.json b/results/TimesFM-2.5/SG_PM25/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7cdb726aac58d6fbefac9e39c7c4fc548635505a --- /dev/null +++ b/results/TimesFM-2.5/SG_PM25/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_PM25/H/short", + "num_series": 1, + "num_windows": 92, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/SG_PM25/H/short/metrics.npz b/results/TimesFM-2.5/SG_PM25/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d3244713196587f5bac82924cad4df8155ab0941 --- /dev/null +++ b/results/TimesFM-2.5/SG_PM25/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0de42c90a6f6bacb42445f7c5b5f0cdd8c4b2f9851f3e54d114995d38a5c4237 +size 28300 diff --git a/results/TimesFM-2.5/SG_PM25/H/short/predictions.npz b/results/TimesFM-2.5/SG_PM25/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9da610b73be158c0d7968ec814452fc98e1b4a02 --- /dev/null +++ b/results/TimesFM-2.5/SG_PM25/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1881dc2f8dfa7676f62c770e03050ce388d162b44a35ee084a95b94a847113c4 +size 158262 diff --git a/results/TimesFM-2.5/SG_Weather/D/long/config.json b/results/TimesFM-2.5/SG_Weather/D/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3279fc55ab8003ce274efb310ae88f166bb2007b --- /dev/null +++ b/results/TimesFM-2.5/SG_Weather/D/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_Weather/D/long", + "num_series": 6, + "num_windows": 26, + "num_variates": 4, + "prediction_length": 14, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/SG_Weather/D/long/metrics.npz b/results/TimesFM-2.5/SG_Weather/D/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dc2f8d03244414845f2a0144344e00b5dd0bfe27 --- /dev/null +++ b/results/TimesFM-2.5/SG_Weather/D/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9137ba85837903bdfa24624e973bd4e7c762e0d676f3df3e58636dbefd4a9681 +size 38048 diff --git a/results/TimesFM-2.5/SG_Weather/D/long/predictions.npz b/results/TimesFM-2.5/SG_Weather/D/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1a9ca0f4636cac9b9633875d59899d174801debb --- /dev/null +++ b/results/TimesFM-2.5/SG_Weather/D/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:855df8ae4cf02b6519faa5b12996df352ef9bb6120c315c668d3fb1c3601478e +size 114242 diff --git a/results/TimesFM-2.5/SG_Weather/D/medium/config.json b/results/TimesFM-2.5/SG_Weather/D/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8e6f29cf95b563c94561e6133e7fb22f1c0922c2 --- /dev/null +++ b/results/TimesFM-2.5/SG_Weather/D/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_Weather/D/medium", + "num_series": 6, + "num_windows": 52, + "num_variates": 4, + "prediction_length": 7, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/SG_Weather/D/medium/metrics.npz b/results/TimesFM-2.5/SG_Weather/D/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..90480f1c0c5d2cbcaa06516721ca4a2f01fd4052 --- /dev/null +++ b/results/TimesFM-2.5/SG_Weather/D/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2588e0af91c6862b4c38b10b5e2f616df997e0ab8c2d236716a077bdfdeda2ae +size 72539 diff --git a/results/TimesFM-2.5/SG_Weather/D/medium/predictions.npz b/results/TimesFM-2.5/SG_Weather/D/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f959efd974046fe2e472a5009cbcee93128cd452 --- /dev/null +++ b/results/TimesFM-2.5/SG_Weather/D/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed495a2c0486dd23aec13ff203a95e069ec17f84e4060b178247a3919c7f76f8 +size 120477 diff --git a/results/TimesFM-2.5/SG_Weather/D/short/config.json b/results/TimesFM-2.5/SG_Weather/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d8344294d4cbb1ac7a00b8ba43273bb21a574914 --- /dev/null +++ b/results/TimesFM-2.5/SG_Weather/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_Weather/D/short", + "num_series": 6, + "num_windows": 122, + "num_variates": 4, + "prediction_length": 3, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/SG_Weather/D/short/metrics.npz b/results/TimesFM-2.5/SG_Weather/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..45cdcb99cc1dfe9396ce120fe0fcb74a6111d824 --- /dev/null +++ b/results/TimesFM-2.5/SG_Weather/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0bab5f66a6ffa57dad0d398e032937b39699802563d4ec35b5a5e5c4ad5eb6b +size 166043 diff --git a/results/TimesFM-2.5/SG_Weather/D/short/predictions.npz b/results/TimesFM-2.5/SG_Weather/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..900e278a7ddef31601d2a9c8e4dc46d05ee77eb5 --- /dev/null +++ b/results/TimesFM-2.5/SG_Weather/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a34ae2b921860cbde0611b7ff7522f60cd699ed1e47d676a2b6fabc4e4134b15 +size 129650 diff --git a/results/TimesFM-2.5/Smart_Manufacturing/H/long/config.json b/results/TimesFM-2.5/Smart_Manufacturing/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..437dfbdd65d917362a0375b6bbc2a02c6f87691b --- /dev/null +++ b/results/TimesFM-2.5/Smart_Manufacturing/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Smart_Manufacturing/H/long", + "num_series": 34, + "num_windows": 1, + "num_variates": 5, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Smart_Manufacturing/H/long/metrics.npz b/results/TimesFM-2.5/Smart_Manufacturing/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a1b7cd5dccbe6fea87a2a59a8154e7ad981fc8d5 --- /dev/null +++ b/results/TimesFM-2.5/Smart_Manufacturing/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1442901cdd91fd6af9e7a3110474a4cdc6a97f1301ac2c0c80e7092b6cf84f8b +size 12143 diff --git a/results/TimesFM-2.5/Smart_Manufacturing/H/long/predictions.npz b/results/TimesFM-2.5/Smart_Manufacturing/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..995a6924688f24c586ccf970161b17aef8bfe41f --- /dev/null +++ b/results/TimesFM-2.5/Smart_Manufacturing/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:91f70e816c0528ef533ae906b899afa09d7f90d8f7a5f979b82b97c1989d5010 +size 523128 diff --git a/results/TimesFM-2.5/Smart_Manufacturing/H/medium/config.json b/results/TimesFM-2.5/Smart_Manufacturing/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7379007125bf93322d7c765e160d1f683b08bd7a --- /dev/null +++ b/results/TimesFM-2.5/Smart_Manufacturing/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Smart_Manufacturing/H/medium", + "num_series": 34, + "num_windows": 2, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Smart_Manufacturing/H/medium/metrics.npz b/results/TimesFM-2.5/Smart_Manufacturing/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..77544a6ebba0895955094cbcd0233c1cd00412ef --- /dev/null +++ b/results/TimesFM-2.5/Smart_Manufacturing/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:882877593842285cd7a02b2c5ce9e8e6c861b672cbfce560289fa7053f2f7de4 +size 22291 diff --git a/results/TimesFM-2.5/Smart_Manufacturing/H/medium/predictions.npz b/results/TimesFM-2.5/Smart_Manufacturing/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..469f035d064ef8d14b3d504043854ea2ca256959 --- /dev/null +++ b/results/TimesFM-2.5/Smart_Manufacturing/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d66b23113789f6ee8628a3856599371095c189d89ebda33f890f2f249e63c7f9 +size 575037 diff --git a/results/TimesFM-2.5/Smart_Manufacturing/H/short/config.json b/results/TimesFM-2.5/Smart_Manufacturing/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4c5454ccaaf35bc925c957be7af3c7c7c2e1f903 --- /dev/null +++ b/results/TimesFM-2.5/Smart_Manufacturing/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Smart_Manufacturing/H/short", + "num_series": 34, + "num_windows": 14, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Smart_Manufacturing/H/short/metrics.npz b/results/TimesFM-2.5/Smart_Manufacturing/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1de55aec6ee51124981f869ac7108df0aa54fda5 --- /dev/null +++ b/results/TimesFM-2.5/Smart_Manufacturing/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d7eebdac135956c5af7219bb85370ff5aa8c44559dc2371434200bf85fb2525 +size 140814 diff --git a/results/TimesFM-2.5/Smart_Manufacturing/H/short/predictions.npz b/results/TimesFM-2.5/Smart_Manufacturing/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bcbeb6b56e00196f050dbbbc966cd1a83e85a66f --- /dev/null +++ b/results/TimesFM-2.5/Smart_Manufacturing/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2cf336e30eac6c7707ce92c0dd1593e87fd65ffe228367b7ed785238836f2a63 +size 676231 diff --git a/results/TimesFM-2.5/Supply_Chain_Customer/D/short/config.json b/results/TimesFM-2.5/Supply_Chain_Customer/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..09c2c2661745963116f7d9067c65fc600c6ea1cd --- /dev/null +++ b/results/TimesFM-2.5/Supply_Chain_Customer/D/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Supply_Chain_Customer/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 36, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Supply_Chain_Customer/D/short/metrics.npz b/results/TimesFM-2.5/Supply_Chain_Customer/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7660e482f862252e24e53dbfffba61e949810d05 --- /dev/null +++ b/results/TimesFM-2.5/Supply_Chain_Customer/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec7898f7595344f572918a49aeb4fde530a597c0da7e05f8dc4b736546fd8c25 +size 27110 diff --git a/results/TimesFM-2.5/Supply_Chain_Customer/D/short/predictions.npz b/results/TimesFM-2.5/Supply_Chain_Customer/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..559327760d6127e0d4ff988934803661ca05419a --- /dev/null +++ b/results/TimesFM-2.5/Supply_Chain_Customer/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12f15bb2f735ca107f9a581940411af8551987f9ad93a5070f58cea0e8d06b64 +size 213345 diff --git a/results/TimesFM-2.5/Supply_Chain_Location/D/short/config.json b/results/TimesFM-2.5/Supply_Chain_Location/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3da3c4c363a2745dec056f8ca41c368accf2526c --- /dev/null +++ b/results/TimesFM-2.5/Supply_Chain_Location/D/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Supply_Chain_Location/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 51, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Supply_Chain_Location/D/short/metrics.npz b/results/TimesFM-2.5/Supply_Chain_Location/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..eb272c17dbcb4fda65d3adeab32da4ac9043b34e --- /dev/null +++ b/results/TimesFM-2.5/Supply_Chain_Location/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02786a9060e6700d4910621439328766bb3eb9a87d77572b383d5cce40ae57f0 +size 37482 diff --git a/results/TimesFM-2.5/Supply_Chain_Location/D/short/predictions.npz b/results/TimesFM-2.5/Supply_Chain_Location/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..315bdc4c2d6e73ff13e5c9c099d341fec31b4da7 --- /dev/null +++ b/results/TimesFM-2.5/Supply_Chain_Location/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8cc043d2e23af2da16215de373987f41eb5b6119d9017d2c665258cac918898 +size 299978 diff --git a/results/TimesFM-2.5/US_Labor/M/short/config.json b/results/TimesFM-2.5/US_Labor/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d7998016bb38f7072c6c720604ab978d8ae0dd3a --- /dev/null +++ b/results/TimesFM-2.5/US_Labor/M/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "US_Labor/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 14, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/US_Labor/M/short/metrics.npz b/results/TimesFM-2.5/US_Labor/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e83e170e14a2bd645c0744baadb5f91094505aad --- /dev/null +++ b/results/TimesFM-2.5/US_Labor/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9487a9cc000ccb91001cd81d6d372c6b52c465a860066f3e837314abbac8d6e0 +size 5935 diff --git a/results/TimesFM-2.5/US_Labor/M/short/predictions.npz b/results/TimesFM-2.5/US_Labor/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..baf0b4d36b9eb4dd924ff3a286e6252228496e20 --- /dev/null +++ b/results/TimesFM-2.5/US_Labor/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d005999c6d3c29613864f18cea43de8d0d95fb7f910c7f374d63fc1144f2e11b +size 12010 diff --git a/results/TimesFM-2.5/US_Term_Structure/B/short/config.json b/results/TimesFM-2.5/US_Term_Structure/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..eea5318874ed6146e61f2d5b50528e197f1b41d0 --- /dev/null +++ b/results/TimesFM-2.5/US_Term_Structure/B/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "US_Term_Structure/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 40, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/US_Term_Structure/B/short/metrics.npz b/results/TimesFM-2.5/US_Term_Structure/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a76a73a6ed8631e7e4f871d76a3b0e124d944498 --- /dev/null +++ b/results/TimesFM-2.5/US_Term_Structure/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa51e458eb499561c20dd4bfa34e4e5015adc223bf2ed2d8be4b2ac11120392c +size 82808 diff --git a/results/TimesFM-2.5/US_Term_Structure/B/short/predictions.npz b/results/TimesFM-2.5/US_Term_Structure/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c2c959e318f4a44ed2e319ed1f0142ffcea7785a --- /dev/null +++ b/results/TimesFM-2.5/US_Term_Structure/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:798cc31598ef95e47dd95a853a3cee6dccc2abb3c48b2b419798f80ded5f3488 +size 386251 diff --git a/results/TimesFM-2.5/Uncertainty_1M/M/short/config.json b/results/TimesFM-2.5/Uncertainty_1M/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f2628b8364e71f1d38551e5dbb00f88f7c379b2f --- /dev/null +++ b/results/TimesFM-2.5/Uncertainty_1M/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Uncertainty_1M/M/short", + "num_series": 1, + "num_windows": 7, + "num_variates": 3, + "prediction_length": 6, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Uncertainty_1M/M/short/metrics.npz b/results/TimesFM-2.5/Uncertainty_1M/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..227922cef2dc50b30466d26c2451419ff400a708 --- /dev/null +++ b/results/TimesFM-2.5/Uncertainty_1M/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:486c3a1dd4ff080e4d8d2b7b51a7f96990e893d589df8e865bdef39a6a438014 +size 2836 diff --git a/results/TimesFM-2.5/Uncertainty_1M/M/short/predictions.npz b/results/TimesFM-2.5/Uncertainty_1M/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..024f54dc4f4e5b68226cf4bd7e185d7168cbb03b --- /dev/null +++ b/results/TimesFM-2.5/Uncertainty_1M/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25ea82f9801b7f05c038bad55c13be3ba766f17856d4e0fe73a1e8ffb7a182e4 +size 2231 diff --git a/results/TimesFM-2.5/Vehicle_Sales/M/short/config.json b/results/TimesFM-2.5/Vehicle_Sales/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..15fec473aa5e6800673dc168afa2dcfe19a63522 --- /dev/null +++ b/results/TimesFM-2.5/Vehicle_Sales/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Vehicle_Sales/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 10, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Vehicle_Sales/M/short/metrics.npz b/results/TimesFM-2.5/Vehicle_Sales/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f26faf66aef9e7c3af29747d93f41f401b039dda --- /dev/null +++ b/results/TimesFM-2.5/Vehicle_Sales/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bfceb03190154942cf8571ad04eece88f3188ec1615e3f757832efed729fe927 +size 4737 diff --git a/results/TimesFM-2.5/Vehicle_Sales/M/short/predictions.npz b/results/TimesFM-2.5/Vehicle_Sales/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..224a9ff4a6886018f9c757711bf33b585b1421f9 --- /dev/null +++ b/results/TimesFM-2.5/Vehicle_Sales/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea95f41e649c273cb2c89c0e834f6e2b90136ccbff76cebbae85dbd2f2698b5f +size 9321 diff --git a/results/TimesFM-2.5/Vehicle_Supply/M/short/config.json b/results/TimesFM-2.5/Vehicle_Supply/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f3d84e48343ff39cd4729a64a603fe848750a5b7 --- /dev/null +++ b/results/TimesFM-2.5/Vehicle_Supply/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Vehicle_Supply/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Vehicle_Supply/M/short/metrics.npz b/results/TimesFM-2.5/Vehicle_Supply/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cc37b2d52fb5cf12dd639af91c0d0ee0304eec22 --- /dev/null +++ b/results/TimesFM-2.5/Vehicle_Supply/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6adc7838be3c97ca17564fb9185c6dbfb92b0c602a3826276bc70c7981f7bc33 +size 3453 diff --git a/results/TimesFM-2.5/Vehicle_Supply/M/short/predictions.npz b/results/TimesFM-2.5/Vehicle_Supply/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4cd70e82401b72a7148b6f84368c67ada12f3798 --- /dev/null +++ b/results/TimesFM-2.5/Vehicle_Supply/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6136652101ba9347fdfe2b3eb1848fd1c69a36cbe13fa2fdfe2562a398b13ec +size 6015 diff --git a/results/TimesFM-2.5/WUI_Global/Q/short/config.json b/results/TimesFM-2.5/WUI_Global/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b76948c4520d3135d12c2fd273e5171f379840e5 --- /dev/null +++ b/results/TimesFM-2.5/WUI_Global/Q/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "WUI_Global/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 15, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/WUI_Global/Q/short/metrics.npz b/results/TimesFM-2.5/WUI_Global/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6cf4cf400a063f2f9bfe9dd26fa8ea9dae72deab --- /dev/null +++ b/results/TimesFM-2.5/WUI_Global/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:749680b6d270226e76dd0b4a736cd0b78d0a3cf3056eb108502087225aefe0da +size 6249 diff --git a/results/TimesFM-2.5/WUI_Global/Q/short/predictions.npz b/results/TimesFM-2.5/WUI_Global/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..16e412f897dc54ad7ead593ec34664e879ccbcd9 --- /dev/null +++ b/results/TimesFM-2.5/WUI_Global/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e67f6814302654887f0c31c50a9a7c02a3a29a7dd258564b3f2889d51a17bf3f +size 5113 diff --git a/results/TimesFM-2.5/Water_Quality_Darwin/15T/long/config.json b/results/TimesFM-2.5/Water_Quality_Darwin/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9224c9a649ff3011790712edccc501b0f4902212 --- /dev/null +++ b/results/TimesFM-2.5/Water_Quality_Darwin/15T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/long", + "num_series": 7, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Water_Quality_Darwin/15T/long/metrics.npz b/results/TimesFM-2.5/Water_Quality_Darwin/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..244853290d7bfaaee35780ab447253dc5c216d99 --- /dev/null +++ b/results/TimesFM-2.5/Water_Quality_Darwin/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22a33716128b775e8ca2bfece1651355b3eef70b8df4a56b440dc06aa032a6d3 +size 14195 diff --git a/results/TimesFM-2.5/Water_Quality_Darwin/15T/long/predictions.npz b/results/TimesFM-2.5/Water_Quality_Darwin/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..56ff31400df5b216e07cedd0bae48e70967e7e82 --- /dev/null +++ b/results/TimesFM-2.5/Water_Quality_Darwin/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39cfcafbc7a094aae4291bd458ea9a05733b15d9d0e6cbfc2e8c87ad353a1641 +size 467184 diff --git a/results/TimesFM-2.5/Water_Quality_Darwin/15T/medium/config.json b/results/TimesFM-2.5/Water_Quality_Darwin/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ab82e2af4cb321e7d95b0648943e8d33a8ad7c71 --- /dev/null +++ b/results/TimesFM-2.5/Water_Quality_Darwin/15T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/medium", + "num_series": 7, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Water_Quality_Darwin/15T/medium/metrics.npz b/results/TimesFM-2.5/Water_Quality_Darwin/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..67ab0ada60bb9bd30365ed1b3afe049a2c7ffdd3 --- /dev/null +++ b/results/TimesFM-2.5/Water_Quality_Darwin/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:38985d4af89a3bc4d51511a6b2d60c8e72f38ccbf37d1576dfc834e1e85feeec +size 37958 diff --git a/results/TimesFM-2.5/Water_Quality_Darwin/15T/medium/predictions.npz b/results/TimesFM-2.5/Water_Quality_Darwin/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3f74abed8215246b17cedf4c3ef8f510bd629205 --- /dev/null +++ b/results/TimesFM-2.5/Water_Quality_Darwin/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ffdb8334549a17b894f8d7db1b4c7468f1e9247c3d05f1313f75077676aeacc +size 485913 diff --git a/results/TimesFM-2.5/Water_Quality_Darwin/15T/short/config.json b/results/TimesFM-2.5/Water_Quality_Darwin/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..56a1a993f3dec7e6aaa16287ab9260d82508c8e2 --- /dev/null +++ b/results/TimesFM-2.5/Water_Quality_Darwin/15T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/short", + "num_series": 7, + "num_windows": 90, + "num_variates": 6, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/Water_Quality_Darwin/15T/short/metrics.npz b/results/TimesFM-2.5/Water_Quality_Darwin/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..00c4f747fb385cbdaa3019e9a9cac3f1fe0bc593 --- /dev/null +++ b/results/TimesFM-2.5/Water_Quality_Darwin/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffc2c43594ff1977321cdd9004cc28d6d8977e6353446633dd70a78bf937d937 +size 214539 diff --git a/results/TimesFM-2.5/Water_Quality_Darwin/15T/short/predictions.npz b/results/TimesFM-2.5/Water_Quality_Darwin/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1de8cd69f3f141b92b367b4dffa8e0d4bb1032c4 --- /dev/null +++ b/results/TimesFM-2.5/Water_Quality_Darwin/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b433e005d499d449d626fa4ec3ee8f7bf50329c501e75cbe9d03e93b45403d66 +size 515362 diff --git a/results/TimesFM-2.5/azure2019_D/5T/short/config.json b/results/TimesFM-2.5/azure2019_D/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fbe9ea26d1561fd32f24564ada1dccc92b7f5f74 --- /dev/null +++ b/results/TimesFM-2.5/azure2019_D/5T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "azure2019_D/5T/short", + "num_series": 989, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/azure2019_D/5T/short/metrics.npz b/results/TimesFM-2.5/azure2019_D/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3fe9a754d6ea345579be2c6111302c00e2465925 --- /dev/null +++ b/results/TimesFM-2.5/azure2019_D/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89a983a92819a2b37390f39883946432f60ff543b704fb641fa82e10a05d4c71 +size 522860 diff --git a/results/TimesFM-2.5/azure2019_D/5T/short/predictions.npz b/results/TimesFM-2.5/azure2019_D/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..072b7b3e81b7e7e12b76a84e715a01951118c689 --- /dev/null +++ b/results/TimesFM-2.5/azure2019_D/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45aa047b679ccef97059fb3bd473cf7093af8cce5cd3f107aa7397c612a74ffe +size 32609405 diff --git a/results/TimesFM-2.5/azure2019_I/5T/short/config.json b/results/TimesFM-2.5/azure2019_I/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..80f01d13b135a18fddaddb913a4dfef32c5bed6d --- /dev/null +++ b/results/TimesFM-2.5/azure2019_I/5T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "azure2019_I/5T/short", + "num_series": 492, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/azure2019_I/5T/short/metrics.npz b/results/TimesFM-2.5/azure2019_I/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dcd05fbb47e555bc1d0dde1c5d843c16d6d39e01 --- /dev/null +++ b/results/TimesFM-2.5/azure2019_I/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8636e3aaf5d99dc2ea597c3029bbc620829836e2f67e613391a7dbc694e8932e +size 261097 diff --git a/results/TimesFM-2.5/azure2019_I/5T/short/predictions.npz b/results/TimesFM-2.5/azure2019_I/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8a8c747298ba519aa2f27be6274995efbf75cf98 --- /dev/null +++ b/results/TimesFM-2.5/azure2019_I/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2673312cc3444203e9a16aef97bed54fadcf7fefea2a94808bc9cd55300a1643 +size 16080245 diff --git a/results/TimesFM-2.5/azure2019_U/5T/short/config.json b/results/TimesFM-2.5/azure2019_U/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..af0f0b3cf39e8b223103baf6327c0685d8ad7e78 --- /dev/null +++ b/results/TimesFM-2.5/azure2019_U/5T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "azure2019_U/5T/short", + "num_series": 78, + "num_windows": 6, + "num_variates": 3, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/azure2019_U/5T/short/metrics.npz b/results/TimesFM-2.5/azure2019_U/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f26abf8091daf1225c060a63c93960ed5ad5c296 --- /dev/null +++ b/results/TimesFM-2.5/azure2019_U/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:992b3e72d91dddd6b5f81a071ca5020e33189711063f835d4f49084d38a58a1a +size 83434 diff --git a/results/TimesFM-2.5/azure2019_U/5T/short/predictions.npz b/results/TimesFM-2.5/azure2019_U/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..15347844fb34066276a333c4a281a10b8a53e8f3 --- /dev/null +++ b/results/TimesFM-2.5/azure2019_U/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:767ab73e4a24835a87816b6e724700d63306eeb7399362ac6d2104d8f90b2092 +size 917711 diff --git a/results/TimesFM-2.5/current_velocity/10T/long/config.json b/results/TimesFM-2.5/current_velocity/10T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a386158c49c7da6d35ad569b90535cdafdf54bca --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/10T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/10T/long", + "num_series": 10, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 432, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/10T/long/metrics.npz b/results/TimesFM-2.5/current_velocity/10T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..500fd9f74fe36f16b31372a7ff6dbf9032d8a9d2 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/10T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd50ae7b32e35e65f0aaf34d948902e689b17cdf92863779def396f8509d785d +size 19714 diff --git a/results/TimesFM-2.5/current_velocity/10T/long/predictions.npz b/results/TimesFM-2.5/current_velocity/10T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..160817aa716fe6cea98c6fc775306ae0daf6ed5e --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/10T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a4c273cd0c3c0668a8c633c4f310a9adecadf4e669b4837d73575530c8e548c +size 1477731 diff --git a/results/TimesFM-2.5/current_velocity/10T/medium/config.json b/results/TimesFM-2.5/current_velocity/10T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c3908163a14fd4557bd97de090add0ad9a9789d0 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/10T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/10T/medium", + "num_series": 10, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/10T/medium/metrics.npz b/results/TimesFM-2.5/current_velocity/10T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6e6f625719a69de81e3a717ff370ea2883c572ee --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/10T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34356ed57380e3cddb8ffb0d4bb8605f4ec2bce6fa82b2913328867ee4dd584f +size 54545 diff --git a/results/TimesFM-2.5/current_velocity/10T/medium/predictions.npz b/results/TimesFM-2.5/current_velocity/10T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b3104167451a06189d77964b88f1e6fa55fa781f --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/10T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20b27a2d032f894e69d6c56d8e72a98d885c9e164d8f37e5d1e3b5ff82d4a276 +size 1546025 diff --git a/results/TimesFM-2.5/current_velocity/10T/short/config.json b/results/TimesFM-2.5/current_velocity/10T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8873bf9d390e22ea70ca8ab4d766110be0f870fd --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/10T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/10T/short", + "num_series": 10, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 18, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/10T/short/metrics.npz b/results/TimesFM-2.5/current_velocity/10T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..39a66fd5a9426b30cea2fa50d54b42784a2bf8f5 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/10T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f496515ab2f5741a487c4afa1299b8f543a8def412e8293dacbebfe3d1796e9 +size 416230 diff --git a/results/TimesFM-2.5/current_velocity/10T/short/predictions.npz b/results/TimesFM-2.5/current_velocity/10T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8a9d39bda8a1c2756d671706def24efbb092083c --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/10T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c874452f8c2982f04cbc8b4d96e840ded1cfdd08ef3c7d8fdd5e975e7984c0a +size 1614356 diff --git a/results/TimesFM-2.5/current_velocity/15T/long/config.json b/results/TimesFM-2.5/current_velocity/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fd8b3311721ab1037c82dfe3d3fd57a53d963b38 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/15T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/15T/long/metrics.npz b/results/TimesFM-2.5/current_velocity/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..15a754b2df38b53f9646cb5ecb8fb5589fb19dfb --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da94340a683fbf0aab90edbf9c51b8af46f6c302a538cc33b3ad802d53ea11aa +size 10841 diff --git a/results/TimesFM-2.5/current_velocity/15T/long/predictions.npz b/results/TimesFM-2.5/current_velocity/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..340d7812a42848c1ef33955a26ffa4249d99405f --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a7fa47d908919b9f6bb1cb853c14d3881ef094aefe286ee6da821bce10b3ca0 +size 462811 diff --git a/results/TimesFM-2.5/current_velocity/15T/medium/config.json b/results/TimesFM-2.5/current_velocity/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dcc96b39f33876b610eb7f1b9bd69cd6d761539d --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/15T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/15T/medium/metrics.npz b/results/TimesFM-2.5/current_velocity/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fa213672ef8c57becf4a65a1270d045c21abf8be --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3131c87e48e186d61d8c0ae7aa8e8f39534fd63f31cc4b3e2c00536ee8facaa4 +size 28278 diff --git a/results/TimesFM-2.5/current_velocity/15T/medium/predictions.npz b/results/TimesFM-2.5/current_velocity/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..daec8835a042f810be620765a3dad15bec82d8bd --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d28fb6295dc440e6b617253161e1db92c03267c665bd8161228256a2a74af39 +size 489792 diff --git a/results/TimesFM-2.5/current_velocity/15T/short/config.json b/results/TimesFM-2.5/current_velocity/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a7dab373cba7d22ffda7b85da106e204c91325fb --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/15T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/15T/short/metrics.npz b/results/TimesFM-2.5/current_velocity/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..915012ca7106be34f2f0339b0697edac0083c1ce --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22ccccd481ca6f833e8ffa51714ce61386cf3afc301c802771d9efae76d9834c +size 208659 diff --git a/results/TimesFM-2.5/current_velocity/15T/short/predictions.npz b/results/TimesFM-2.5/current_velocity/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..90e4c975f7f5f2226c36c66b1de95a08c0d43a68 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb49e6f694593722c051d1186e8f1f435b453c9d5843a71c11a546c0a09b5ad4 +size 523432 diff --git a/results/TimesFM-2.5/current_velocity/20T/long/config.json b/results/TimesFM-2.5/current_velocity/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ba01599f30d4bd8c6cadac51309cc8824c80265c --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/20T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/20T/long", + "num_series": 27, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/20T/long/metrics.npz b/results/TimesFM-2.5/current_velocity/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..218de80062377a65c26ea8d9dff14ffef981e403 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:434271f3db9a2f17989c9396eeede41d496ec1f3d1fe304fea64aa48a0464623 +size 49603 diff --git a/results/TimesFM-2.5/current_velocity/20T/long/predictions.npz b/results/TimesFM-2.5/current_velocity/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b874edf6f8b50cbb604e8047f923899f01c638f0 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6edbd3ebe3e2874de29f38043e67981bf51a5ee36a275bb16d90de5e7e715634 +size 2050866 diff --git a/results/TimesFM-2.5/current_velocity/20T/medium/config.json b/results/TimesFM-2.5/current_velocity/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cc7b6a20e4bd574ae905ca9e42d4d8ee5c91615d --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/20T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/20T/medium", + "num_series": 27, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/20T/medium/metrics.npz b/results/TimesFM-2.5/current_velocity/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1647644e720ae96cf9c70584ad06487bf2712acf --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9770b3b4e00ff3b95d2321fef5723d92c7213ac4dcdb64bb9dae361bd5dae063 +size 143465 diff --git a/results/TimesFM-2.5/current_velocity/20T/medium/predictions.npz b/results/TimesFM-2.5/current_velocity/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c42798143758217f913077fef4dcb785f63887a2 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57b895754fe3bbc8f3ead6416b4ae8bb15c90694f18a28ee61aa9535fdce0e4f +size 2123490 diff --git a/results/TimesFM-2.5/current_velocity/20T/short/config.json b/results/TimesFM-2.5/current_velocity/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8ac655f76045fbc1573f9f0365cd285ed010d743 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/20T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/20T/short", + "num_series": 27, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/20T/short/metrics.npz b/results/TimesFM-2.5/current_velocity/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..965adf155f32101d95f07125b17e96e30e767b45 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4d9a2bca999b4971cc6111d8ac3d2ea047e41875c789d981192f869171298ae +size 1113314 diff --git a/results/TimesFM-2.5/current_velocity/20T/short/predictions.npz b/results/TimesFM-2.5/current_velocity/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..35b1a325fe29825d012e99fa9d0181e20cd4e2ed --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9c75b191e10b436ccf7809ce80176c17b0b7d14a6aa7c3cf4e833feba39b566 +size 2251444 diff --git a/results/TimesFM-2.5/current_velocity/5T/long/config.json b/results/TimesFM-2.5/current_velocity/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c40f71764badba1e3192ef5b054534209aad42bb --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/5T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/5T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/5T/long/metrics.npz b/results/TimesFM-2.5/current_velocity/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d652e1a852b7af97666eacb6de4054faafcf9a9a --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae797d9c697dd802f3bb201b80aa7132e72ec7ccc5a617166744973e545813ad +size 3492 diff --git a/results/TimesFM-2.5/current_velocity/5T/long/predictions.npz b/results/TimesFM-2.5/current_velocity/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a8005f3db14502e3bfbaaba2d3689af55e0bd5b1 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:993c249c207b142d8f6e4fda9f565e618e56b0e4b07aa201b34b7abf4bf870e9 +size 231333 diff --git a/results/TimesFM-2.5/current_velocity/5T/medium/config.json b/results/TimesFM-2.5/current_velocity/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..72ff6e117bd91958be47d7a250fa49911a4f79de --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/5T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/5T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/5T/medium/metrics.npz b/results/TimesFM-2.5/current_velocity/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..610104ebe03fc041524849a7a05aef2df830549e --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed3b728739c98ac8f1b5a81d1aff2dabb7fa9ad11db5d77674d78279bea99595 +size 7291 diff --git a/results/TimesFM-2.5/current_velocity/5T/medium/predictions.npz b/results/TimesFM-2.5/current_velocity/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b42ebebc8b59354a13da0e9a64b7a0992d190792 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:117175c6f24a775b9827053f71c3af088cc1a82d31fb14b2d9bd975188c2a537 +size 242498 diff --git a/results/TimesFM-2.5/current_velocity/5T/short/config.json b/results/TimesFM-2.5/current_velocity/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5b73b2e862948af6d11fbfd3bb9827acdf78b101 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/5T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/5T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/5T/short/metrics.npz b/results/TimesFM-2.5/current_velocity/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3d9ec1952426ea762f92c0eb18f503f87e189612 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a05caed52e9e48c63a5cd5db4f8266663e0de29051a5e576068f203bf94eedb +size 43290 diff --git a/results/TimesFM-2.5/current_velocity/5T/short/predictions.npz b/results/TimesFM-2.5/current_velocity/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bae363397fdfb1c65cb66dd2009eb31edf844643 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f457a86081d6fdde71700e341061f261f9a337600afd4cb1165bee518b9f5725 +size 265196 diff --git a/results/TimesFM-2.5/current_velocity/H/long/config.json b/results/TimesFM-2.5/current_velocity/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..57b0f1b058594ebecdee54bf5fc323764206f881 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/H/long", + "num_series": 21, + "num_windows": 2, + "num_variates": 6, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/H/long/metrics.npz b/results/TimesFM-2.5/current_velocity/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..332d911b94b316e29ba427781533abe0744b5d02 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0362bf9fd59c272848f7b0e7227bfdefd004bd80db218b1a61edac02a640196a +size 16921 diff --git a/results/TimesFM-2.5/current_velocity/H/long/predictions.npz b/results/TimesFM-2.5/current_velocity/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cb03d3aed1e0308e5ca18acb99e75fa4461785e6 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4076d371bc7d131e3e79e7e4af5b7e683df7091c70e86c6f946da8d50214ea94 +size 1075918 diff --git a/results/TimesFM-2.5/current_velocity/H/medium/config.json b/results/TimesFM-2.5/current_velocity/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..898f1ba5019c5cf161a0664d5d18e5115c1b4169 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/H/medium", + "num_series": 21, + "num_windows": 4, + "num_variates": 6, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/H/medium/metrics.npz b/results/TimesFM-2.5/current_velocity/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9f46efc4801a0ae771424d1f1a69629572ef01d1 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7bec42496bf312426989234e6f735c3eb57ef29903e0384a35af1ecb33faecb +size 31642 diff --git a/results/TimesFM-2.5/current_velocity/H/medium/predictions.npz b/results/TimesFM-2.5/current_velocity/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..05e3c71c96cd3bcc85fad64137bfc4e6537585d7 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4207a19b19a45551470eb6dfaf2ee092cdc9b239a79d2fc33dadd02428d3ff0b +size 1110546 diff --git a/results/TimesFM-2.5/current_velocity/H/short/config.json b/results/TimesFM-2.5/current_velocity/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fcaa1dfadfdf574e8a2e98e76cab0f73f4109805 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/H/short", + "num_series": 21, + "num_windows": 28, + "num_variates": 6, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/current_velocity/H/short/metrics.npz b/results/TimesFM-2.5/current_velocity/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..55a6afa1f69d6b04b6b093932c2d599fff0d40a8 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9933cdde2c3f3788da01635cf4fb634e1b94ecb3c6ef98ff542a82b69e4562ad +size 205859 diff --git a/results/TimesFM-2.5/current_velocity/H/short/predictions.npz b/results/TimesFM-2.5/current_velocity/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b5bb7edd8a05d67b8018ef97272f54d5682bd1a7 --- /dev/null +++ b/results/TimesFM-2.5/current_velocity/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f9b7ad5e27af0a7109ceb6c3d960df4b1b7ad6179b018b3bba4606a6c4079c8 +size 1152122 diff --git a/results/TimesFM-2.5/epf_electricity_price/H/long/config.json b/results/TimesFM-2.5/epf_electricity_price/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..398ffa019ede84bf34ec2bfaad3b03142ecf4e42 --- /dev/null +++ b/results/TimesFM-2.5/epf_electricity_price/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "epf_electricity_price/H/long", + "num_series": 5, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/epf_electricity_price/H/long/metrics.npz b/results/TimesFM-2.5/epf_electricity_price/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1f04b1c092ff12b9319cb61643e2029a5a220030 --- /dev/null +++ b/results/TimesFM-2.5/epf_electricity_price/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:495fbeaacc564a4262c3e10651196ff057f2d55d26541439f12f05c4514ec842 +size 6352 diff --git a/results/TimesFM-2.5/epf_electricity_price/H/long/predictions.npz b/results/TimesFM-2.5/epf_electricity_price/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ee2715de67ee4c53bdfcef8fae0d73fb2ebb67b3 --- /dev/null +++ b/results/TimesFM-2.5/epf_electricity_price/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:709649ebb481c9e26865876b5fd5bf443db040a3ea230ee0701a2d5269ac03c5 +size 178002 diff --git a/results/TimesFM-2.5/epf_electricity_price/H/medium/config.json b/results/TimesFM-2.5/epf_electricity_price/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..de0275d16b03f4104b362267050357eab3c423a4 --- /dev/null +++ b/results/TimesFM-2.5/epf_electricity_price/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "epf_electricity_price/H/medium", + "num_series": 5, + "num_windows": 35, + "num_variates": 1, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/epf_electricity_price/H/medium/metrics.npz b/results/TimesFM-2.5/epf_electricity_price/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..76d2e19dd576d97ef3a6ddbf85ba7c2e254a85ba --- /dev/null +++ b/results/TimesFM-2.5/epf_electricity_price/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ddc7d19660ba1c641966ec3371c9a7138cce425dd4e3185bce7e75f4b5cfd224 +size 12184 diff --git a/results/TimesFM-2.5/epf_electricity_price/H/medium/predictions.npz b/results/TimesFM-2.5/epf_electricity_price/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d45cf3a9f93a92b3d45a19d635c8f3d79c89e16a --- /dev/null +++ b/results/TimesFM-2.5/epf_electricity_price/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca0cdf1608056c6b7e8addb3bf7aeda7ab8a49dd4382949a94d47569966f4007 +size 177723 diff --git a/results/TimesFM-2.5/epf_electricity_price/H/short/config.json b/results/TimesFM-2.5/epf_electricity_price/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..530603b03ba158a5678e5aeba0c215c70618e8e2 --- /dev/null +++ b/results/TimesFM-2.5/epf_electricity_price/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "epf_electricity_price/H/short", + "num_series": 5, + "num_windows": 105, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "TimesFM-2.5-200M", + "force_flip_invariance": true, + "output_type": "quantiles" +} \ No newline at end of file diff --git a/results/TimesFM-2.5/epf_electricity_price/H/short/metrics.npz b/results/TimesFM-2.5/epf_electricity_price/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f20de8d1a691e7106727971e9baa11d733c4d7b0 --- /dev/null +++ b/results/TimesFM-2.5/epf_electricity_price/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52dcdd9d5388921c07c106463b602c93b3e25f468251db9218f14bc05f462629 +size 32210 diff --git a/results/TimesFM-2.5/epf_electricity_price/H/short/predictions.npz b/results/TimesFM-2.5/epf_electricity_price/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bd281d92fb560141d33c1afcd30b21e6162a54a7 --- /dev/null +++ b/results/TimesFM-2.5/epf_electricity_price/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a7b380ffafc4a777c2a25740eb1afba71f543d26083df54dccd4868b85979c6 +size 177801 diff --git a/results/ToTo/Australia_Solar/H/long/config.json b/results/ToTo/Australia_Solar/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9d94d4d35d921c9b6d624235f22a1d907576f4c5 --- /dev/null +++ b/results/ToTo/Australia_Solar/H/long/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Australia_Solar/H/long", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Australia_Solar/H/long/metrics.npz b/results/ToTo/Australia_Solar/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1e3b2b78fa2dd8b16f3e24794ed0273d2e063301 --- /dev/null +++ b/results/ToTo/Australia_Solar/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cfcbf886f1c300ea0071e6e18566cf26bf5c74ce95a3802134aeb3b816844d7 +size 4537 diff --git a/results/ToTo/Australia_Solar/H/long/predictions.npz b/results/ToTo/Australia_Solar/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..74f28d6d2fb9761f40c42257766b60dc7a3b549f --- /dev/null +++ b/results/ToTo/Australia_Solar/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a100fd6591685384b1c1042221a23e7aafe54135eb4db49b54ead94cacded5a +size 124628 diff --git a/results/ToTo/Australia_Solar/H/medium/config.json b/results/ToTo/Australia_Solar/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b5845c81141cb95c7586f74a291f12d24b6ad50f --- /dev/null +++ b/results/ToTo/Australia_Solar/H/medium/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Australia_Solar/H/medium", + "num_series": 1, + "num_windows": 35, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Australia_Solar/H/medium/metrics.npz b/results/ToTo/Australia_Solar/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b46cc098d4365548600e8c5d39e26c0a8ac02d5f --- /dev/null +++ b/results/ToTo/Australia_Solar/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e580cedab34192095cb5edfeb4992bd47bbb20daf6900382704fa58a792f9cfa +size 8370 diff --git a/results/ToTo/Australia_Solar/H/medium/predictions.npz b/results/ToTo/Australia_Solar/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c1beaf4e1f43f409f29da064f9220d7feec73d1c --- /dev/null +++ b/results/ToTo/Australia_Solar/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e11930474d0052f106ee07daecbe700728a0671e73c3dfb42f311815273713d6 +size 124545 diff --git a/results/ToTo/Australia_Solar/H/short/config.json b/results/ToTo/Australia_Solar/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..79eb8f0a70b99d2e97fbbe14907d0626c3824acf --- /dev/null +++ b/results/ToTo/Australia_Solar/H/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Australia_Solar/H/short", + "num_series": 1, + "num_windows": 105, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Australia_Solar/H/short/metrics.npz b/results/ToTo/Australia_Solar/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7ec55f81bf24a5f54c5c1205a8ee8cbac465b549 --- /dev/null +++ b/results/ToTo/Australia_Solar/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9c1613ccbfc16fca6aa5bf07cbbf84c13d69882c89ecae644a87f9fec6b2237 +size 20787 diff --git a/results/ToTo/Australia_Solar/H/short/predictions.npz b/results/ToTo/Australia_Solar/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f0811932328ae17b05cc8c31df4280788da9ae12 --- /dev/null +++ b/results/ToTo/Australia_Solar/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db6a1359ff5c867392e56d1a5da6dc538bbe385e2b15f7dc22975d7f681bd663 +size 124429 diff --git a/results/ToTo/Auto_Production_SF/M/short/config.json b/results/ToTo/Auto_Production_SF/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0095f1e3702285c0f64e09adb70d4d8a9073d53b --- /dev/null +++ b/results/ToTo/Auto_Production_SF/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Auto_Production_SF/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Auto_Production_SF/M/short/metrics.npz b/results/ToTo/Auto_Production_SF/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ae0a9dfbf3d7089a63f513d1b1c3faee2c993f3c --- /dev/null +++ b/results/ToTo/Auto_Production_SF/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2bed7d31e659e7c97a615a132c31f87a9a0c35bd4190e35b7af6fce1ebfeb12 +size 1826 diff --git a/results/ToTo/Auto_Production_SF/M/short/predictions.npz b/results/ToTo/Auto_Production_SF/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bbc55083aff69347165caea365b8f0d35314d6a1 --- /dev/null +++ b/results/ToTo/Auto_Production_SF/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1eb7f56d44461c0c15e1c055924824332909811124601d5959fc391e1adcd214 +size 1315 diff --git a/results/ToTo/CPHL/15T/long/config.json b/results/ToTo/CPHL/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2be2730d58c6547fb0be083974d51b0185672cd0 --- /dev/null +++ b/results/ToTo/CPHL/15T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/15T/long", + "num_series": 2, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/CPHL/15T/long/metrics.npz b/results/ToTo/CPHL/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6d6d39a6bff1cf785b950adef89758b8e564c38d --- /dev/null +++ b/results/ToTo/CPHL/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:553f0bedf46a5e2624371c066f99436db65d16a422d8ca3f725419f51f9faf56 +size 2171 diff --git a/results/ToTo/CPHL/15T/long/predictions.npz b/results/ToTo/CPHL/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bfd513f2eec4b81e4a2425e906375dcb641bf1aa --- /dev/null +++ b/results/ToTo/CPHL/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9059893211237d5a244cf819de1199a08fe8b74ced965b590588c0d41831d568 +size 41561 diff --git a/results/ToTo/CPHL/15T/medium/config.json b/results/ToTo/CPHL/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b32705050c109bd8f3389d18f7a0a29b7fbd9827 --- /dev/null +++ b/results/ToTo/CPHL/15T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/15T/medium", + "num_series": 2, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/CPHL/15T/medium/metrics.npz b/results/ToTo/CPHL/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8fd90b305ffe223d6ed4dc30a72356e43a751ed2 --- /dev/null +++ b/results/ToTo/CPHL/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e6fbba5c3bb40a8d86263d0319da4af0eb7f8ea80e1e3f493f9fbcb849f0c265 +size 3469 diff --git a/results/ToTo/CPHL/15T/medium/predictions.npz b/results/ToTo/CPHL/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..501e7dbe1f1e85cb7d4acb83c8eb7a1694970fd6 --- /dev/null +++ b/results/ToTo/CPHL/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b7103f7387b5058e01558e82146df6b75c4021a4010744e78f819c8a9afe1c4 +size 41477 diff --git a/results/ToTo/CPHL/15T/short/config.json b/results/ToTo/CPHL/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3a032ceb29220aca8c7de79dffa56f2a95cf0a34 --- /dev/null +++ b/results/ToTo/CPHL/15T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/15T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/CPHL/15T/short/metrics.npz b/results/ToTo/CPHL/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f820076349a57205b4d404b7806cbc718e87ac5f --- /dev/null +++ b/results/ToTo/CPHL/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39dd6871fe56e038c73f425e88763c168ac33adb4a06187234fdf0ff2207a57e +size 15792 diff --git a/results/ToTo/CPHL/15T/short/predictions.npz b/results/ToTo/CPHL/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bd05045c75426c733fd70a205bc9939c99132c7b --- /dev/null +++ b/results/ToTo/CPHL/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:877f623648009c41f1e8c54316faa62969a62cd67c7c83228025b4c77bece166 +size 41055 diff --git a/results/ToTo/CPHL/30T/long/config.json b/results/ToTo/CPHL/30T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..51efe73a94d863c6090d54c6059dcfa15f884a79 --- /dev/null +++ b/results/ToTo/CPHL/30T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/30T/long", + "num_series": 2, + "num_windows": 10, + "num_variates": 1, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/CPHL/30T/long/metrics.npz b/results/ToTo/CPHL/30T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f034401cb205ee167d10679c4fdbce356d1ab962 --- /dev/null +++ b/results/ToTo/CPHL/30T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a6f30fd645aa343e3e1d8450e59ba7ee9faed71f93adbbd427bc085894b2bf4 +size 2831 diff --git a/results/ToTo/CPHL/30T/long/predictions.npz b/results/ToTo/CPHL/30T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e4ebd1090fc655fa0bbb397abc14c01a93e5a38b --- /dev/null +++ b/results/ToTo/CPHL/30T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60c185de893ea64e1f75f5df7c496d186297e82d1b0dfceeaf8aef97c4e8ad6c +size 42365 diff --git a/results/ToTo/CPHL/30T/medium/config.json b/results/ToTo/CPHL/30T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1307a720b00c71a4f2edceba1314c7abaa93c845 --- /dev/null +++ b/results/ToTo/CPHL/30T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/30T/medium", + "num_series": 2, + "num_windows": 30, + "num_variates": 1, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/CPHL/30T/medium/metrics.npz b/results/ToTo/CPHL/30T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9cc7b755a14526c45e1b08b1158c45002c0d88db --- /dev/null +++ b/results/ToTo/CPHL/30T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b51ee7d7984b1c391a1f878edd804b4b405a8ec30936da03d09d0ffc553d88ed +size 5467 diff --git a/results/ToTo/CPHL/30T/medium/predictions.npz b/results/ToTo/CPHL/30T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2604dec638f9424776d5d30ecb7f3c06e6989345 --- /dev/null +++ b/results/ToTo/CPHL/30T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3e267c8aa1f6bca9987790306b14fdab4a82d8da779d30ca0a37652450b6c5e +size 42252 diff --git a/results/ToTo/CPHL/30T/short/config.json b/results/ToTo/CPHL/30T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..91fc6dc8a369a4e23a82d494d159cb86c7a03e9a --- /dev/null +++ b/results/ToTo/CPHL/30T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/30T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/CPHL/30T/short/metrics.npz b/results/ToTo/CPHL/30T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ed25ea29bc0a993d9838fd810ca4d9b6c0857f48 --- /dev/null +++ b/results/ToTo/CPHL/30T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8190ac74c9afcfd8544c7d263b4a3fb627338704e820b616d45fc6d01ae15c9f +size 15914 diff --git a/results/ToTo/CPHL/30T/short/predictions.npz b/results/ToTo/CPHL/30T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ef85493b9c3935eeb4b47e6774d77c1237153622 --- /dev/null +++ b/results/ToTo/CPHL/30T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6e73cb5a1727e176c88b36cd4278caec01da4d32a2e1b6ffbe7127550a069ffb +size 42320 diff --git a/results/ToTo/CPHL/H/long/config.json b/results/ToTo/CPHL/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ae260af67684e24b54f612b1191eaa01004c7391 --- /dev/null +++ b/results/ToTo/CPHL/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/H/long", + "num_series": 4, + "num_windows": 2, + "num_variates": 1, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/CPHL/H/long/metrics.npz b/results/ToTo/CPHL/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..81a538358a608a9d291b3b2a1d0065ad0de8acf9 --- /dev/null +++ b/results/ToTo/CPHL/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d186442a32a312bc7ee1176c28ff4785e02bc3fe2937f65f2c2025704999964b +size 2035 diff --git a/results/ToTo/CPHL/H/long/predictions.npz b/results/ToTo/CPHL/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e1137beb8f2f7d9008337332cf4663d5319a24e5 --- /dev/null +++ b/results/ToTo/CPHL/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c85730dd59522c2b27869492d377597741194397f1c2baa32cc82a39aea90d0 +size 40360 diff --git a/results/ToTo/CPHL/H/medium/config.json b/results/ToTo/CPHL/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a55c583b0af72551e527783ae7fa15571d903797 --- /dev/null +++ b/results/ToTo/CPHL/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/H/medium", + "num_series": 4, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/CPHL/H/medium/metrics.npz b/results/ToTo/CPHL/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a88c7d4095a4ace2343e03d5aedf629099e7f242 --- /dev/null +++ b/results/ToTo/CPHL/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c2697152824976966b73eac1bb877fddf42783cb50250adcd291dd8d946d228 +size 2562 diff --git a/results/ToTo/CPHL/H/medium/predictions.npz b/results/ToTo/CPHL/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..657ca9dbeb01d25452476654cd63eb547ad00420 --- /dev/null +++ b/results/ToTo/CPHL/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40df215418ef44e3b238a492038c4e696c85423d12cce1c720a8baf15dc39917 +size 40053 diff --git a/results/ToTo/CPHL/H/short/config.json b/results/ToTo/CPHL/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..af0d514d1ca6f0cd75eef12d4df3990271a3e953 --- /dev/null +++ b/results/ToTo/CPHL/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "CPHL/H/short", + "num_series": 4, + "num_windows": 28, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/CPHL/H/short/metrics.npz b/results/ToTo/CPHL/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..99e04020038a5d7e076e03cd1cae2231f3ab9e60 --- /dev/null +++ b/results/ToTo/CPHL/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5d08ec23262f8654c8026e84aad47e73c6529aaea8a17d41f9bf03fe25339af +size 8499 diff --git a/results/ToTo/CPHL/H/short/predictions.npz b/results/ToTo/CPHL/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..14eb1d21c8dcd8d20fcd1e1527b158628b1523bc --- /dev/null +++ b/results/ToTo/CPHL/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aeb6401c2b31ed7c303d7dff56f60a5bcd930451e924bbc3c39c0b186883fbab +size 39968 diff --git a/results/ToTo/Coastal_T_S/15T/long/config.json b/results/ToTo/Coastal_T_S/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..649d8b5e6c4dce96e59fe75ee5c48cb4048b24c1 --- /dev/null +++ b/results/ToTo/Coastal_T_S/15T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Coastal_T_S/15T/long/metrics.npz b/results/ToTo/Coastal_T_S/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..13f62a3036fa8d6642a0a9748544218db66f51f0 --- /dev/null +++ b/results/ToTo/Coastal_T_S/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07a473a529c9585d8d6a04f438096fa7d1de9c2125a9374395e09ed6e126ca9f +size 6302 diff --git a/results/ToTo/Coastal_T_S/15T/long/predictions.npz b/results/ToTo/Coastal_T_S/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ab3e1d40ed1e56d48c61c81f20d0ea40c44fbba9 --- /dev/null +++ b/results/ToTo/Coastal_T_S/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9168d659439b4cad05fb9805dcd4ea94944403de359ffab502823a085375651d +size 158865 diff --git a/results/ToTo/Coastal_T_S/15T/medium/config.json b/results/ToTo/Coastal_T_S/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2a97d7d5d76a09b1fa418ff62213fa7d97dcdece --- /dev/null +++ b/results/ToTo/Coastal_T_S/15T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Coastal_T_S/15T/medium/metrics.npz b/results/ToTo/Coastal_T_S/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1cf544f71288deea6ece422c3b39f6e8a2f12dd7 --- /dev/null +++ b/results/ToTo/Coastal_T_S/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b2035f2dc58f6f4957dbb4b4f300ffdd054a914e874866b00f73b4fe2a03c27c +size 14917 diff --git a/results/ToTo/Coastal_T_S/15T/medium/predictions.npz b/results/ToTo/Coastal_T_S/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..55d5800d17fd4fe317461a3c353aee9e159c042f --- /dev/null +++ b/results/ToTo/Coastal_T_S/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:09eebcfa826203c5864f7bbfd3fa4177e8831429302132bfef26ae45604ebbbc +size 144167 diff --git a/results/ToTo/Coastal_T_S/15T/short/config.json b/results/ToTo/Coastal_T_S/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8417ff81a831c45f64d27ebc782a958b4ea0073b --- /dev/null +++ b/results/ToTo/Coastal_T_S/15T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Coastal_T_S/15T/short/metrics.npz b/results/ToTo/Coastal_T_S/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0ffd1c92716d71d7f835d16997c6c113425bf911 --- /dev/null +++ b/results/ToTo/Coastal_T_S/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86a0fc5ce6136a315bcc1b098f645988c3cdb1a313ce87d5540556028a6adb63 +size 103744 diff --git a/results/ToTo/Coastal_T_S/15T/short/predictions.npz b/results/ToTo/Coastal_T_S/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a11eaf8cbb9f40e4c9526feb15fb573de664b4fc --- /dev/null +++ b/results/ToTo/Coastal_T_S/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af8144c2d1a2d3626e44365b1f7aed5622e8528913bc8e2a29cf3d9bd93872c8 +size 142611 diff --git a/results/ToTo/Coastal_T_S/20T/long/config.json b/results/ToTo/Coastal_T_S/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..75dc9aff3c3eeb3db271eba0a9f0e95e97ce189c --- /dev/null +++ b/results/ToTo/Coastal_T_S/20T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/20T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Coastal_T_S/20T/long/metrics.npz b/results/ToTo/Coastal_T_S/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f9fee46f8305ac2b6ce80747cdcafad14dfc0f59 --- /dev/null +++ b/results/ToTo/Coastal_T_S/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68530d084dbda6013a0e16351965496ff4bd6ed7a82d960de213d2723ce87fa9 +size 2492 diff --git a/results/ToTo/Coastal_T_S/20T/long/predictions.npz b/results/ToTo/Coastal_T_S/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..659c127ea8ce28d8a033468de85c817e6af89350 --- /dev/null +++ b/results/ToTo/Coastal_T_S/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1226970982e0a9ed02802329e9d922a52f232b488e176c858c068d09b2879277 +size 27466 diff --git a/results/ToTo/Coastal_T_S/20T/medium/config.json b/results/ToTo/Coastal_T_S/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d857395dd64a2838dfe0b149f2fe4028e4fc486e --- /dev/null +++ b/results/ToTo/Coastal_T_S/20T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/20T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Coastal_T_S/20T/medium/metrics.npz b/results/ToTo/Coastal_T_S/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4d4ed1ad8857bb364a3d1caaae79a6b5e7435906 --- /dev/null +++ b/results/ToTo/Coastal_T_S/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11500c448369e838a7c96788b8c0fb2ff19a4ccdce80470f57e2ed91e55733a0 +size 4372 diff --git a/results/ToTo/Coastal_T_S/20T/medium/predictions.npz b/results/ToTo/Coastal_T_S/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bc20c435607654439d966c00bf0d16d7cbaa2cda --- /dev/null +++ b/results/ToTo/Coastal_T_S/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a71414484ed182ccda3359c888f9eaae75f7dcbdee009be900d6295b1363772 +size 25542 diff --git a/results/ToTo/Coastal_T_S/20T/short/config.json b/results/ToTo/Coastal_T_S/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ad2f5134c3883fdd1bfef9fde7f799eb6f324107 --- /dev/null +++ b/results/ToTo/Coastal_T_S/20T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/20T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Coastal_T_S/20T/short/metrics.npz b/results/ToTo/Coastal_T_S/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dcc8dbdccbff98cd080b9297555f404ecc60bf12 --- /dev/null +++ b/results/ToTo/Coastal_T_S/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65c4ea4f6a7857bbb3c254f8e0801ff77c04a488caa8bbc5d6e1fcf75e40ce94 +size 21888 diff --git a/results/ToTo/Coastal_T_S/20T/short/predictions.npz b/results/ToTo/Coastal_T_S/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8596a8920d6b6beb9dd6915600c8244463fd9d48 --- /dev/null +++ b/results/ToTo/Coastal_T_S/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9603f6fdf4f2e14d2205c2a8aaa02031761581e77a6c9d438bcaf8abdebd0115 +size 23898 diff --git a/results/ToTo/Coastal_T_S/5T/long/config.json b/results/ToTo/Coastal_T_S/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d1d4156ed8e414bf817e85158077051645f0e9dc --- /dev/null +++ b/results/ToTo/Coastal_T_S/5T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/5T/long", + "num_series": 18, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Coastal_T_S/5T/long/metrics.npz b/results/ToTo/Coastal_T_S/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4aaef2b02de1116baf8918e9f8f7347390c8e90d --- /dev/null +++ b/results/ToTo/Coastal_T_S/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32941e98d2705998d723e1107cddf8a9fb70b45f540a85a42510b4cf3afe9918 +size 17774 diff --git a/results/ToTo/Coastal_T_S/5T/long/predictions.npz b/results/ToTo/Coastal_T_S/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7dd0cb7e7c5b42debe6c6d98f21730b8676645ca --- /dev/null +++ b/results/ToTo/Coastal_T_S/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3edd629b3f0e3c2e3e76addcb3cc63b1d60e51bd7cd6d72fd9928a50d758a2a4 +size 1738941 diff --git a/results/ToTo/Coastal_T_S/5T/medium/config.json b/results/ToTo/Coastal_T_S/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6c7c36484c78d1f584f70e09d0c3f620408536dc --- /dev/null +++ b/results/ToTo/Coastal_T_S/5T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/5T/medium", + "num_series": 18, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Coastal_T_S/5T/medium/metrics.npz b/results/ToTo/Coastal_T_S/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d108b99f66721a2beb1d3ee800dd51b00db1c231 --- /dev/null +++ b/results/ToTo/Coastal_T_S/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a34298aebf07deaf948d498bd82e989ab0baae2a00d8ac1aae7fc2262a69995c +size 48723 diff --git a/results/ToTo/Coastal_T_S/5T/medium/predictions.npz b/results/ToTo/Coastal_T_S/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..60e3f5e75d9529b281fff95bedf510bedf7b8f9f --- /dev/null +++ b/results/ToTo/Coastal_T_S/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bffdbef4919ddec90122ac56d29cc15fd8b8688344af91743b4355409e5bae22 +size 1621949 diff --git a/results/ToTo/Coastal_T_S/5T/short/config.json b/results/ToTo/Coastal_T_S/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3451d9bc4df2fc89a889150dfc79191036006268 --- /dev/null +++ b/results/ToTo/Coastal_T_S/5T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/5T/short", + "num_series": 18, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Coastal_T_S/5T/short/metrics.npz b/results/ToTo/Coastal_T_S/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c595f60d8b5165a22fec946695f2d06f575ed901 --- /dev/null +++ b/results/ToTo/Coastal_T_S/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22508c6b7e6252884a7be484a000e3f4b20a83b5bf8152ba52f628a05fb2c611 +size 370353 diff --git a/results/ToTo/Coastal_T_S/5T/short/predictions.npz b/results/ToTo/Coastal_T_S/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5ba686b364f11e9ed2a4ff5b1f19385f1c1ccea0 --- /dev/null +++ b/results/ToTo/Coastal_T_S/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c98b7f4eee242638087ddbdbc58142f1847b8651ab12195ceee9f26db296affa +size 1418083 diff --git a/results/ToTo/Coastal_T_S/H/long/config.json b/results/ToTo/Coastal_T_S/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4a946dc8b1efd96d2df84f72b8e9d7eee2ef6782 --- /dev/null +++ b/results/ToTo/Coastal_T_S/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/H/long", + "num_series": 24, + "num_windows": 2, + "num_variates": 3, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Coastal_T_S/H/long/metrics.npz b/results/ToTo/Coastal_T_S/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..20c021b7e241148f96f05cd78e990f141abf2c2b --- /dev/null +++ b/results/ToTo/Coastal_T_S/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f568786c71b364f416bb0d00ba59447ab3ed28933d38e92b719c6ea6c13cb59a +size 10416 diff --git a/results/ToTo/Coastal_T_S/H/long/predictions.npz b/results/ToTo/Coastal_T_S/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e3cc102c093e00295779cf6814189ea4fcd06cb3 --- /dev/null +++ b/results/ToTo/Coastal_T_S/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eac4267b52663a47576a5ec4adb195cae0153e747b567c9e74a24c900c62e670 +size 387035 diff --git a/results/ToTo/Coastal_T_S/H/medium/config.json b/results/ToTo/Coastal_T_S/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..735bccf859ed5bb35b6c32a1390cd289a45c3439 --- /dev/null +++ b/results/ToTo/Coastal_T_S/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/H/medium", + "num_series": 24, + "num_windows": 4, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Coastal_T_S/H/medium/metrics.npz b/results/ToTo/Coastal_T_S/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..be67bc32cad0fe19702185cb8f941acb276b153a --- /dev/null +++ b/results/ToTo/Coastal_T_S/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dcfac1cf4ad5bfb73cf0a46dabb13a257a4179b66bc59345a5f93c18c9db7711 +size 18674 diff --git a/results/ToTo/Coastal_T_S/H/medium/predictions.npz b/results/ToTo/Coastal_T_S/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b95f4bb33b1dc891035b15fc63f81db392231e10 --- /dev/null +++ b/results/ToTo/Coastal_T_S/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:926847a5b5297ed201f828c22df221da60c334d9e85cd73ee9781c744980f266 +size 389136 diff --git a/results/ToTo/Coastal_T_S/H/short/config.json b/results/ToTo/Coastal_T_S/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8586c642bb38a1ffd8c0a79f4237a163d6e67c2a --- /dev/null +++ b/results/ToTo/Coastal_T_S/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Coastal_T_S/H/short", + "num_series": 24, + "num_windows": 28, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Coastal_T_S/H/short/metrics.npz b/results/ToTo/Coastal_T_S/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f8199dc265d35679a578d914c07b3ff30a43e808 --- /dev/null +++ b/results/ToTo/Coastal_T_S/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77c970671eba76489064fbb6aab67402f9bbd9bba98ac46e02c656fd2b536126 +size 115768 diff --git a/results/ToTo/Coastal_T_S/H/short/predictions.npz b/results/ToTo/Coastal_T_S/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e0a2a9f80d524b474b79ba843f8a006268360693 --- /dev/null +++ b/results/ToTo/Coastal_T_S/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68e8fb6a3838b95df55a7dc9a1cce3ec83189229fdd745d57b7a651553f60067 +size 389119 diff --git a/results/ToTo/Commodity_Import/M/short/config.json b/results/ToTo/Commodity_Import/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..73458aa7fdf248eec3d1a54c84fe7ac225805690 --- /dev/null +++ b/results/ToTo/Commodity_Import/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Commodity_Import/M/short", + "num_series": 8, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Commodity_Import/M/short/metrics.npz b/results/ToTo/Commodity_Import/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..37838c126784fdfbb2dd6b86a85837cf5fbda6bf --- /dev/null +++ b/results/ToTo/Commodity_Import/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0eca1d22a8e1706dbf743ba6298fb57b5f8355b3d3fedd6b48ab952481ae007 +size 4093 diff --git a/results/ToTo/Commodity_Import/M/short/predictions.npz b/results/ToTo/Commodity_Import/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd20e3370b71bbb3d5be462849160ac019d902cb --- /dev/null +++ b/results/ToTo/Commodity_Import/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6eca092ee440b63b09888818a0aad73bbbfce952e270c0d0aff94220bff7361e +size 7956 diff --git a/results/ToTo/Commodity_Production/M/short/config.json b/results/ToTo/Commodity_Production/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..59ee404d28876853fb9d4d1ec380cf34671a439f --- /dev/null +++ b/results/ToTo/Commodity_Production/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Commodity_Production/M/short", + "num_series": 32, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Commodity_Production/M/short/metrics.npz b/results/ToTo/Commodity_Production/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..03c562b1047a4b55e1f906f6c29cc34187432724 --- /dev/null +++ b/results/ToTo/Commodity_Production/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2562105bd89b8c09cc3fc88520e6931e19bd3e3603de6d47f6032588e4c745a9 +size 11218 diff --git a/results/ToTo/Commodity_Production/M/short/predictions.npz b/results/ToTo/Commodity_Production/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..84090a35c0d951fe0768a200cd76f590b4598fea --- /dev/null +++ b/results/ToTo/Commodity_Production/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e29833cb8702af457b2aabc8d713fd2d339172654d194d7250bd1ee5efca6ad9 +size 29761 diff --git a/results/ToTo/Crypto/D/short/config.json b/results/ToTo/Crypto/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8ed97e4e464ab36d5e71e85e44d2464d7f8dbbd7 --- /dev/null +++ b/results/ToTo/Crypto/D/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Crypto/D/short", + "num_series": 1, + "num_windows": 9, + "num_variates": 4, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Crypto/D/short/metrics.npz b/results/ToTo/Crypto/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2455e6b828e3a5d7a62fa0cd8ff19f64be722e49 --- /dev/null +++ b/results/ToTo/Crypto/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a9abc4d55198800b8a54390e82e7313131b2fe5007015dfa130a2ae7a2235f3 +size 3855 diff --git a/results/ToTo/Crypto/D/short/predictions.npz b/results/ToTo/Crypto/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3c4b74e47b0284ff859d0ec6a001cccde1693a68 --- /dev/null +++ b/results/ToTo/Crypto/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1eab56d9512b5d65f9f3f3ce7667e9c67f5e494eb0f9fbd2758c613a5d0ceb6e +size 16102 diff --git a/results/ToTo/ECDC_COVID/D/short/config.json b/results/ToTo/ECDC_COVID/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a6b3158512252b8a58be7bf82e8472dcbcdfd563 --- /dev/null +++ b/results/ToTo/ECDC_COVID/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "ECDC_COVID/D/short", + "num_series": 9, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/ECDC_COVID/D/short/metrics.npz b/results/ToTo/ECDC_COVID/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ff2fb9630516b83b7c58049c1ec58f06ee8166dc --- /dev/null +++ b/results/ToTo/ECDC_COVID/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4e71119eba14d02ddc6f443aea38d13321412d7c56afd35526d12b7867849ad +size 4433 diff --git a/results/ToTo/ECDC_COVID/D/short/predictions.npz b/results/ToTo/ECDC_COVID/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b6150aa74b6e550f2688eec767c2847bd951a07a --- /dev/null +++ b/results/ToTo/ECDC_COVID/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00888dee457b577c8aa28f6a07f8e34de491ef6a9a6786a0afa07ce9456d4099 +size 21675 diff --git a/results/ToTo/ECDC_COVID/W/short/config.json b/results/ToTo/ECDC_COVID/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..28c2beded5036117a98f0abd50be364addf9316b --- /dev/null +++ b/results/ToTo/ECDC_COVID/W/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "ECDC_COVID/W/short", + "num_series": 16, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/ECDC_COVID/W/short/metrics.npz b/results/ToTo/ECDC_COVID/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0f8a254b7540e9fb49de2f195e1106cb195c04a1 --- /dev/null +++ b/results/ToTo/ECDC_COVID/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34937078753959413cc706c9d0f538916c7476674db3859839925148be93b50c +size 5698 diff --git a/results/ToTo/ECDC_COVID/W/short/predictions.npz b/results/ToTo/ECDC_COVID/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ef0ea27aecf79b0414afdf2f927075fb617eab50 --- /dev/null +++ b/results/ToTo/ECDC_COVID/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a22f4f0b228fa54f60b04150ab943b118ffc77cd4ff27d57dd1a09a1bc63912e +size 14232 diff --git a/results/ToTo/EWELD_Load/15T/long/config.json b/results/ToTo/EWELD_Load/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..aba3eee1db118d1c763b811db87eee26ee281d6a --- /dev/null +++ b/results/ToTo/EWELD_Load/15T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "EWELD_Load/15T/long", + "num_series": 1, + "num_windows": 2, + "num_variates": 10, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/EWELD_Load/15T/long/metrics.npz b/results/ToTo/EWELD_Load/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..75c9fa993dc02e6574cb691df7dea3eb9bd1cae9 --- /dev/null +++ b/results/ToTo/EWELD_Load/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f806694eff53c886d41332f7093a3d9d6384a9bba93342216ba7693ade7f4597 +size 2850 diff --git a/results/ToTo/EWELD_Load/15T/long/predictions.npz b/results/ToTo/EWELD_Load/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ef32da19c9601a34d454128c3e2dcea3ff2b2909 --- /dev/null +++ b/results/ToTo/EWELD_Load/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff5821f9661d873f759c4d28308c4842c687e4620daaa8f7d6ff77b8554a28aa +size 209251 diff --git a/results/ToTo/EWELD_Load/15T/medium/config.json b/results/ToTo/EWELD_Load/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..418b44f61be251675dbdd412111c331814e11052 --- /dev/null +++ b/results/ToTo/EWELD_Load/15T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "EWELD_Load/15T/medium", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/EWELD_Load/15T/medium/metrics.npz b/results/ToTo/EWELD_Load/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9b9d13cfb512e7e185c522240948aa31a603e5c5 --- /dev/null +++ b/results/ToTo/EWELD_Load/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99353b807c1a264ebefc2b590b71bbb61520f38a7f07cb30cad03f1065f8e51e +size 10216 diff --git a/results/ToTo/EWELD_Load/15T/medium/predictions.npz b/results/ToTo/EWELD_Load/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d2bbaa3f376723878c967fed6cc1606d1e6a5712 --- /dev/null +++ b/results/ToTo/EWELD_Load/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9894b1a38daf9a738f1982c2a399fac85638f0fae6c0037aaeda56af688bed3b +size 211444 diff --git a/results/ToTo/EWELD_Load/15T/short/config.json b/results/ToTo/EWELD_Load/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9cc2f4abc8ae2d8a3f72b7e61fba4379963f25b0 --- /dev/null +++ b/results/ToTo/EWELD_Load/15T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "EWELD_Load/15T/short", + "num_series": 1, + "num_windows": 56, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/EWELD_Load/15T/short/metrics.npz b/results/ToTo/EWELD_Load/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c5f25400e3d105f50e8e22d8663b47e9164392b1 --- /dev/null +++ b/results/ToTo/EWELD_Load/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f06da4799c223c1d73dd75a6cdcfdfe329e002d39b66846bd3c9378a91bccc7 +size 34510 diff --git a/results/ToTo/EWELD_Load/15T/short/predictions.npz b/results/ToTo/EWELD_Load/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ee375a64886b2b3319378a49e6ad0275b8ff7d7e --- /dev/null +++ b/results/ToTo/EWELD_Load/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7466a5f1156b6b9d82d0f962a9d35c5b703fc535caa7031387c2126526d183fe +size 211893 diff --git a/results/ToTo/Finland_Traffic/15T/long/config.json b/results/ToTo/Finland_Traffic/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7e35e55e10e49066f71be04d0a7c29a351f8c988 --- /dev/null +++ b/results/ToTo/Finland_Traffic/15T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Finland_Traffic/15T/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Finland_Traffic/15T/long/metrics.npz b/results/ToTo/Finland_Traffic/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..70fb863e13f4f816f3b746dd77a3e7901c2a5cf5 --- /dev/null +++ b/results/ToTo/Finland_Traffic/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:212e34e0e40f337207eb5d30c889474ac1e256b0f19e17c490264832f69eebf6 +size 1766 diff --git a/results/ToTo/Finland_Traffic/15T/long/predictions.npz b/results/ToTo/Finland_Traffic/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9b6b9f9221aacbc83f6d6d92f45cf9bed158d26f --- /dev/null +++ b/results/ToTo/Finland_Traffic/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af3bc2502d95a2050e915a86ee15e5b84fd779309b3e1499be515f8a17d9b9da +size 42133 diff --git a/results/ToTo/Finland_Traffic/15T/medium/config.json b/results/ToTo/Finland_Traffic/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6e89c3d3b1e409a673fef76287b077e5305adea0 --- /dev/null +++ b/results/ToTo/Finland_Traffic/15T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Finland_Traffic/15T/medium", + "num_series": 1, + "num_windows": 31, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Finland_Traffic/15T/medium/metrics.npz b/results/ToTo/Finland_Traffic/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c7a0bced71b4de80ae0cf312cfc76801f94ed4fe --- /dev/null +++ b/results/ToTo/Finland_Traffic/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25579cae3948416aec526551e35498fa99703e78b61a58f8fbd62b2f782343cf +size 3515 diff --git a/results/ToTo/Finland_Traffic/15T/medium/predictions.npz b/results/ToTo/Finland_Traffic/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..dc4c1619af2d96d96b5214315c4a902f4080b24d --- /dev/null +++ b/results/ToTo/Finland_Traffic/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c7371b5203372fe3e4caa7071dda9d9af38f542399a1cb800dbd2a6150ec35f +size 46232 diff --git a/results/ToTo/Finland_Traffic/15T/short/config.json b/results/ToTo/Finland_Traffic/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2c615a34d8c1bac016e0ef3437ea6876cd462f2e --- /dev/null +++ b/results/ToTo/Finland_Traffic/15T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Finland_Traffic/15T/short", + "num_series": 1, + "num_windows": 186, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Finland_Traffic/15T/short/metrics.npz b/results/ToTo/Finland_Traffic/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..359e2fb905db05d94d7af78f2c2fd768e89ea804 --- /dev/null +++ b/results/ToTo/Finland_Traffic/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fec2dbd81bedc49680d5a169bf320306f52255d9cd4dbc5122c446e45d3f4a99 +size 12671 diff --git a/results/ToTo/Finland_Traffic/15T/short/predictions.npz b/results/ToTo/Finland_Traffic/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d78b2e99046893cde5bf342ff19b31a52f72f0c5 --- /dev/null +++ b/results/ToTo/Finland_Traffic/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c8a2f5e2d7971842ae87e48adedda2d712318f1edc14abe7ccda2fdda25d1ec +size 46343 diff --git a/results/ToTo/Global_Influenza/W/short/config.json b/results/ToTo/Global_Influenza/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..660d4fa6a88980ca0466ae305e9f287f5003d72a --- /dev/null +++ b/results/ToTo/Global_Influenza/W/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Global_Influenza/W/short", + "num_series": 15, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Global_Influenza/W/short/metrics.npz b/results/ToTo/Global_Influenza/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b54527924ebba5b5854c24251b80e2912cac7c65 --- /dev/null +++ b/results/ToTo/Global_Influenza/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef71ba6710441e0e66779364a672862d8b882e66c3c087261777ac10b70e9b2d +size 15848 diff --git a/results/ToTo/Global_Influenza/W/short/predictions.npz b/results/ToTo/Global_Influenza/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..84ef086d946a91aaa164ec17fc243471cb4bd429 --- /dev/null +++ b/results/ToTo/Global_Influenza/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61120ba2e125f3f657478c7a450b8d9fc434535ea823069dee4ade4f26bb8db9 +size 51679 diff --git a/results/ToTo/Global_Price/Q/short/config.json b/results/ToTo/Global_Price/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cdddb7dcf8b6d58dc6a372fffcb25b307298f207 --- /dev/null +++ b/results/ToTo/Global_Price/Q/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Global_Price/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 60, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 1024, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Global_Price/Q/short/metrics.npz b/results/ToTo/Global_Price/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..189c152b7803d936872c5b63a991cfbe4df5d4d7 --- /dev/null +++ b/results/ToTo/Global_Price/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be043630830d703541be1bdeea9b3f76c0082301528d98edc72bfdf164913563 +size 19166 diff --git a/results/ToTo/Global_Price/Q/short/predictions.npz b/results/ToTo/Global_Price/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d3efd46090054dbde4f01ca5e430af09af28adfe --- /dev/null +++ b/results/ToTo/Global_Price/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b971003398cb651b8f592828ae3ef77267462e610cb13eac0d210320b90451d +size 20167 diff --git a/results/ToTo/Housing_Inventory/M/short/config.json b/results/ToTo/Housing_Inventory/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a3a71e7c4dfc06be38a01585fb8fac1ba9639888 --- /dev/null +++ b/results/ToTo/Housing_Inventory/M/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Housing_Inventory/M/short", + "num_series": 1, + "num_windows": 3, + "num_variates": 4, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Housing_Inventory/M/short/metrics.npz b/results/ToTo/Housing_Inventory/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c549928eafa5707a7e68c731b6519470e46bf42b --- /dev/null +++ b/results/ToTo/Housing_Inventory/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1825a5d8dfa43b5177804f83504ebef1a20da3653215d69f5b9140d05cbea348 +size 2282 diff --git a/results/ToTo/Housing_Inventory/M/short/predictions.npz b/results/ToTo/Housing_Inventory/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..330c3308d94602c33e5d3f5816d1862120a77596 --- /dev/null +++ b/results/ToTo/Housing_Inventory/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e2779f9493f79b2effc60b4a789a94136a3590a17eaca9afc802e447a4d3a4b +size 2580 diff --git a/results/ToTo/JOLTS/M/short/config.json b/results/ToTo/JOLTS/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..37f2a19e1bacee96a26e0096ea0e784e99eb76fc --- /dev/null +++ b/results/ToTo/JOLTS/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "JOLTS/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/JOLTS/M/short/metrics.npz b/results/ToTo/JOLTS/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f1427544476caa60ffa65fac8bad5ed2c1933ee6 --- /dev/null +++ b/results/ToTo/JOLTS/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:972d54f149d305f08f06d7d8228b84d2fc40073088457f0440bdca12366a67d2 +size 3438 diff --git a/results/ToTo/JOLTS/M/short/predictions.npz b/results/ToTo/JOLTS/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ddfb258431857d06b8a6de99463a4049f038bef3 --- /dev/null +++ b/results/ToTo/JOLTS/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46f3eb568fd0e33caa3fb05adeb0ca6c72e7c42c5ad6b3a49bacf0ef0cea1430 +size 6014 diff --git a/results/ToTo/Job_Claims/W/short/config.json b/results/ToTo/Job_Claims/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..25397e62558d69b941944c9ec306a928a29ced36 --- /dev/null +++ b/results/ToTo/Job_Claims/W/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Job_Claims/W/short", + "num_series": 1, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Job_Claims/W/short/metrics.npz b/results/ToTo/Job_Claims/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bc9e9daabdf9ca544d43270e3815893e41565a23 --- /dev/null +++ b/results/ToTo/Job_Claims/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:14ec759a570ecb0541f04b2145b2c0fb853e252449251970f2a88fdc12155cb3 +size 2023 diff --git a/results/ToTo/Job_Claims/W/short/predictions.npz b/results/ToTo/Job_Claims/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..887c771fbbab4289f0624b955ff13bc4bfa65158 --- /dev/null +++ b/results/ToTo/Job_Claims/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9209dac34de13c64d9a00690973c9a1cc6fb38cfd58f3eb9cb31cee71af4bddf +size 1637 diff --git a/results/ToTo/MetroPT-3/5T/long/config.json b/results/ToTo/MetroPT-3/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5b3d8d6177dfab36ebe124380b83f0573d7356c6 --- /dev/null +++ b/results/ToTo/MetroPT-3/5T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "MetroPT-3/5T/long", + "num_series": 1, + "num_windows": 3, + "num_variates": 6, + "prediction_length": 576, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/MetroPT-3/5T/long/metrics.npz b/results/ToTo/MetroPT-3/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9d618b2fdc9dd60d7aefb06b31ce9d16fdc95629 --- /dev/null +++ b/results/ToTo/MetroPT-3/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb6dceb201b2991aed43063ca3230223ab9aeea81580962e50ef4076b46ba9d5 +size 2704 diff --git a/results/ToTo/MetroPT-3/5T/long/predictions.npz b/results/ToTo/MetroPT-3/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d7e125b9329963edf6d14b4c00f361aa45d5a16a --- /dev/null +++ b/results/ToTo/MetroPT-3/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dceffb95777262837e7a6d0601369c83a86aac9e484b7afe238a23017f1f9d1f +size 139549 diff --git a/results/ToTo/MetroPT-3/5T/medium/config.json b/results/ToTo/MetroPT-3/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8646d6ac3bda37077b0bf2f5f7fc48dc9c16ba3b --- /dev/null +++ b/results/ToTo/MetroPT-3/5T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "MetroPT-3/5T/medium", + "num_series": 1, + "num_windows": 6, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/MetroPT-3/5T/medium/metrics.npz b/results/ToTo/MetroPT-3/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f4f05fc2808e5ef400152ed0335a349c7984853c --- /dev/null +++ b/results/ToTo/MetroPT-3/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7647584c2ce5a220ca8ed82cc6e3e11983dfeefcd8e0b5b14e05906eb23b900b +size 3902 diff --git a/results/ToTo/MetroPT-3/5T/medium/predictions.npz b/results/ToTo/MetroPT-3/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..15d441b9dcc4c9bb49730bf338a915dd1c10d8a7 --- /dev/null +++ b/results/ToTo/MetroPT-3/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d1cb046237bfacdfe7df023bd6ee338f813fed75007bf1b04b13abce0a83d39 +size 142098 diff --git a/results/ToTo/MetroPT-3/5T/short/config.json b/results/ToTo/MetroPT-3/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3bfc0f4199ed19c5bf0b9cd9d6d571b9534dfc92 --- /dev/null +++ b/results/ToTo/MetroPT-3/5T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "MetroPT-3/5T/short", + "num_series": 1, + "num_windows": 36, + "num_variates": 6, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/MetroPT-3/5T/short/metrics.npz b/results/ToTo/MetroPT-3/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..eae0b5e803ba74d4741aee55a033a458a6921592 --- /dev/null +++ b/results/ToTo/MetroPT-3/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e1820a315df79475205fc9a04f343b2eafe34ad59eb009f86d5ecd900ebfdc1 +size 14430 diff --git a/results/ToTo/MetroPT-3/5T/short/predictions.npz b/results/ToTo/MetroPT-3/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0705749c0deac8480615e5e6ea620134cf006f75 --- /dev/null +++ b/results/ToTo/MetroPT-3/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01b528888fd16bcb3b4c4ece71faad86cd9acf880dcef80e48cabe109ad24df7 +size 141819 diff --git a/results/ToTo/NE_China_Wind/H/long/config.json b/results/ToTo/NE_China_Wind/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9b78c04b36554722cb365162e8bbaa59c5bc4e94 --- /dev/null +++ b/results/ToTo/NE_China_Wind/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "NE_China_Wind/H/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/NE_China_Wind/H/long/metrics.npz b/results/ToTo/NE_China_Wind/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c0f3fd561fa1aec4c54cafaf28b7e299a0a2153d --- /dev/null +++ b/results/ToTo/NE_China_Wind/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b8ddd4f261193c4c7e312d992261a07c3c3f8c60efd162ebfe0a2e30e376678 +size 2560 diff --git a/results/ToTo/NE_China_Wind/H/long/predictions.npz b/results/ToTo/NE_China_Wind/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ec522cf4fa428723fddd3f3536be5621a44e1ff9 --- /dev/null +++ b/results/ToTo/NE_China_Wind/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a1f7fb061fb32adef960ecea46e3dea00b2c119f29c04bdc1508ef22d2ff8de +size 43846 diff --git a/results/ToTo/NE_China_Wind/H/medium/config.json b/results/ToTo/NE_China_Wind/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..da66b903a6073ad32ee3215867da61805a04063b --- /dev/null +++ b/results/ToTo/NE_China_Wind/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "NE_China_Wind/H/medium", + "num_series": 1, + "num_windows": 10, + "num_variates": 4, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/NE_China_Wind/H/medium/metrics.npz b/results/ToTo/NE_China_Wind/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..961bd638f509b8912417ab1c65a027ff7cba93ba --- /dev/null +++ b/results/ToTo/NE_China_Wind/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a915e1e1e246bb16285f0fdd9e342b4b2bf840b8077e1cdef8a9ac030ec1fed0 +size 4157 diff --git a/results/ToTo/NE_China_Wind/H/medium/predictions.npz b/results/ToTo/NE_China_Wind/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..325d95fc9b833e961ea7f65dfe4a67178ecfe88a --- /dev/null +++ b/results/ToTo/NE_China_Wind/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41e5d285784b11310114d71f0d44d78c53d812c9e813febe97b75d1fa95d3436 +size 46930 diff --git a/results/ToTo/NE_China_Wind/H/short/config.json b/results/ToTo/NE_China_Wind/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..71694246ac60d12797faf6b02c7b09d4db9acaa7 --- /dev/null +++ b/results/ToTo/NE_China_Wind/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "NE_China_Wind/H/short", + "num_series": 1, + "num_windows": 30, + "num_variates": 4, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/NE_China_Wind/H/short/metrics.npz b/results/ToTo/NE_China_Wind/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..737a6dd12ee025bf59878cb70939f18c8fd9e4a0 --- /dev/null +++ b/results/ToTo/NE_China_Wind/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0910893e00047997dfe61db019166f592daa2ff5580b59b4a67fc7f725f30a5 +size 8979 diff --git a/results/ToTo/NE_China_Wind/H/short/predictions.npz b/results/ToTo/NE_China_Wind/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8d5675fae1481fa873060ca783b71af8b47f55c7 --- /dev/null +++ b/results/ToTo/NE_China_Wind/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7809dc4c0e890175249debc001539e5c375a97bd3497aa6fee142263f8fa735c +size 46295 diff --git a/results/ToTo/Oil_Price/B/short/config.json b/results/ToTo/Oil_Price/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..069ac19bb736d1954b18f313315e7274ff68afa4 --- /dev/null +++ b/results/ToTo/Oil_Price/B/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Oil_Price/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 12, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Oil_Price/B/short/metrics.npz b/results/ToTo/Oil_Price/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..270d20242639a3e9cea18ac89b0d4317c300ab22 --- /dev/null +++ b/results/ToTo/Oil_Price/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6994a7ade9dbd65106d79c844b6e5b31bef9a5340e7f24b9a1c70718fdc3aad +size 26321 diff --git a/results/ToTo/Oil_Price/B/short/predictions.npz b/results/ToTo/Oil_Price/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8d385fe912e8fee6142b25964a2566942883495b --- /dev/null +++ b/results/ToTo/Oil_Price/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1965c0f3e8eab112640a250e86be2317bbf5fd1042c7cab43181251b95866d86 +size 108425 diff --git a/results/ToTo/Online_Retail_2_UCI/D/short/config.json b/results/ToTo/Online_Retail_2_UCI/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..961dce6e91b2ccad377240adc54665f7ea5a86a6 --- /dev/null +++ b/results/ToTo/Online_Retail_2_UCI/D/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Online_Retail_2_UCI/D/short", + "num_series": 1, + "num_windows": 6, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Online_Retail_2_UCI/D/short/metrics.npz b/results/ToTo/Online_Retail_2_UCI/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c43cc20432a6969c8d1709730ef2cc264e956951 --- /dev/null +++ b/results/ToTo/Online_Retail_2_UCI/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9de4162383031c46a0aa3ae49905f685c6ec7df392eb2c5dd11b9b39a74ac3c1 +size 1900 diff --git a/results/ToTo/Online_Retail_2_UCI/D/short/predictions.npz b/results/ToTo/Online_Retail_2_UCI/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..748a5928a6f03306921507cd11aac26c1f47a455 --- /dev/null +++ b/results/ToTo/Online_Retail_2_UCI/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:893278658eb70d4c8546b4671aacda2c4d260703b95ae55e7d836d529c6b2f28 +size 3367 diff --git a/results/ToTo/OpenElectricity_NEM/5T/long/config.json b/results/ToTo/OpenElectricity_NEM/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..22742a9a64a43d902ed26a1d382cc3283332e803 --- /dev/null +++ b/results/ToTo/OpenElectricity_NEM/5T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/long", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/OpenElectricity_NEM/5T/long/metrics.npz b/results/ToTo/OpenElectricity_NEM/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bc214afd99677c04113da3dfce768952f6d74052 --- /dev/null +++ b/results/ToTo/OpenElectricity_NEM/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:509b4fe683cf32f9ab9109239aee8e19034e294a7180c436725c966ac9a89bf9 +size 10261 diff --git a/results/ToTo/OpenElectricity_NEM/5T/long/predictions.npz b/results/ToTo/OpenElectricity_NEM/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..20878cb6fda3be74ab02405743fcf9a3766a246b --- /dev/null +++ b/results/ToTo/OpenElectricity_NEM/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4913cbf86085621488919152927762b1a212c41d7a71835e7a5ce205ff9a11a8 +size 609339 diff --git a/results/ToTo/OpenElectricity_NEM/5T/medium/config.json b/results/ToTo/OpenElectricity_NEM/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9b6a26d5950acc1a23b26a71d1880f219056260c --- /dev/null +++ b/results/ToTo/OpenElectricity_NEM/5T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/medium", + "num_series": 1, + "num_windows": 42, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/OpenElectricity_NEM/5T/medium/metrics.npz b/results/ToTo/OpenElectricity_NEM/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..029d3b09ab8ee67c098ae2be1d450d73c476c57f --- /dev/null +++ b/results/ToTo/OpenElectricity_NEM/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7c388e63bf61a640c0c4d9f71b15738980248da8af6318ad17d7ad754c53666 +size 26371 diff --git a/results/ToTo/OpenElectricity_NEM/5T/medium/predictions.npz b/results/ToTo/OpenElectricity_NEM/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7480662733a7e959091bcfe0f57cd9372e6813dd --- /dev/null +++ b/results/ToTo/OpenElectricity_NEM/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7924def4d129ec2bbf245a5e3f5980d40fe671536a2230998ef208e16b767ea8 +size 589369 diff --git a/results/ToTo/OpenElectricity_NEM/5T/short/config.json b/results/ToTo/OpenElectricity_NEM/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..805333ce6f1c7f91f85438ab7e990904da614c73 --- /dev/null +++ b/results/ToTo/OpenElectricity_NEM/5T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/short", + "num_series": 1, + "num_windows": 168, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/OpenElectricity_NEM/5T/short/metrics.npz b/results/ToTo/OpenElectricity_NEM/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..323f5b9727802a274df6d95644b6ee90a4613e5f --- /dev/null +++ b/results/ToTo/OpenElectricity_NEM/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e30b5de2e104be0108220c335535901de0702b71bb8c0fb065cea2174795ba4 +size 98571 diff --git a/results/ToTo/OpenElectricity_NEM/5T/short/predictions.npz b/results/ToTo/OpenElectricity_NEM/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6bee2056c6f06e46379f9e1fba60a87289fc46c7 --- /dev/null +++ b/results/ToTo/OpenElectricity_NEM/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae522232cad2cf89647782b9019c27ad173b4f3efc8d2b06677adcc9b2cdebc3 +size 574920 diff --git a/results/ToTo/Port_Activity/D/short/config.json b/results/ToTo/Port_Activity/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..170a87023649150eb2537ba262e94c9bc6c84f44 --- /dev/null +++ b/results/ToTo/Port_Activity/D/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Port_Activity/D/short", + "num_series": 99, + "num_windows": 12, + "num_variates": 2, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Port_Activity/D/short/metrics.npz b/results/ToTo/Port_Activity/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a50510ff048358a0c2802398265464b660cfe6f3 --- /dev/null +++ b/results/ToTo/Port_Activity/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce49ef1ba7f076f28cf00842760e63d60a3943715ad6c319e9ad40f439668242 +size 141274 diff --git a/results/ToTo/Port_Activity/D/short/predictions.npz b/results/ToTo/Port_Activity/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4f2d12ed7ff336b24e8f10bf1f7e2081c3c71124 --- /dev/null +++ b/results/ToTo/Port_Activity/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96d0f0f1fb89f76533e8cf13b0697d72990051a136e04f30a783abc7395a1814 +size 1161124 diff --git a/results/ToTo/Port_Activity/W/short/config.json b/results/ToTo/Port_Activity/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..13aca03924b42aa7f0750233984f86af61c786b8 --- /dev/null +++ b/results/ToTo/Port_Activity/W/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Port_Activity/W/short", + "num_series": 99, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Port_Activity/W/short/metrics.npz b/results/ToTo/Port_Activity/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..888645416b7812bbebe444261300997a010dd72a --- /dev/null +++ b/results/ToTo/Port_Activity/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f350358ddc4fec0a4be431e3989d71a236fbb391e4aa15b7425f98b33d628464 +size 47855 diff --git a/results/ToTo/Port_Activity/W/short/predictions.npz b/results/ToTo/Port_Activity/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9281d6be0a25bfd42f537270358ce0865c4f7ecd --- /dev/null +++ b/results/ToTo/Port_Activity/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c06fc99bbf03c396328bb4a4f67d7a17d28a73af6c4720773b929d9dd5ba20ba +size 161491 diff --git a/results/ToTo/SG_Carpark/15T/long/config.json b/results/ToTo/SG_Carpark/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..104ff8caa5b1e6e55184e24a54c2aa22baf67ce6 --- /dev/null +++ b/results/ToTo/SG_Carpark/15T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_Carpark/15T/long", + "num_series": 354, + "num_windows": 1, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/SG_Carpark/15T/long/metrics.npz b/results/ToTo/SG_Carpark/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0220da51857e0ef9f948d4f667921066b85f1ed1 --- /dev/null +++ b/results/ToTo/SG_Carpark/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a73355c5286a644a96541a65314210a92bddcff598d938e80945ff80d76c0c68 +size 22798 diff --git a/results/ToTo/SG_Carpark/15T/long/predictions.npz b/results/ToTo/SG_Carpark/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..75fe6fc2e007599b757eb72fad092695c506c574 --- /dev/null +++ b/results/ToTo/SG_Carpark/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9aa5a4710c930f4c34460986c8619439cf56b9ff1bf6805ab551cfe0d0552a5 +size 2966562 diff --git a/results/ToTo/SG_Carpark/15T/medium/config.json b/results/ToTo/SG_Carpark/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2fbecea293a0f9f5cd4dfc1fb208d7bd0c1fb4d3 --- /dev/null +++ b/results/ToTo/SG_Carpark/15T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_Carpark/15T/medium", + "num_series": 354, + "num_windows": 7, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/SG_Carpark/15T/medium/metrics.npz b/results/ToTo/SG_Carpark/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..57b1088c2a3589e580da966576c28b29b6f8ec33 --- /dev/null +++ b/results/ToTo/SG_Carpark/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35c55271dfc7cbc248f3eef319b3688d4ea04275ca29aaa07c3ee72cb7746e7a +size 145771 diff --git a/results/ToTo/SG_Carpark/15T/medium/predictions.npz b/results/ToTo/SG_Carpark/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e79b3e5861c96c9c468f6b0930e576f8d08f6b8a --- /dev/null +++ b/results/ToTo/SG_Carpark/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:91284eabc52be53622a87d96bb86913e00501dece589400a581aec938b3eb8ad +size 2881165 diff --git a/results/ToTo/SG_Carpark/15T/short/config.json b/results/ToTo/SG_Carpark/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..db5d1073f7c76b87d4984ec3a5cf8847eba616bf --- /dev/null +++ b/results/ToTo/SG_Carpark/15T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_Carpark/15T/short", + "num_series": 354, + "num_windows": 42, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/SG_Carpark/15T/short/metrics.npz b/results/ToTo/SG_Carpark/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a75129209206e30374007dda3efd77013787b3d9 --- /dev/null +++ b/results/ToTo/SG_Carpark/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b692c33d77382d806da6f06742ebc4d7cb71f07ddc6d9cc695f483cc0543387b +size 845951 diff --git a/results/ToTo/SG_Carpark/15T/short/predictions.npz b/results/ToTo/SG_Carpark/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fdc2f359f413c702213d4fa7dcbbc2156d076caa --- /dev/null +++ b/results/ToTo/SG_Carpark/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db51f5baa8b770e8fba5fff99c35d0b02f51862537aee704bd3bb363804dde82 +size 2821700 diff --git a/results/ToTo/SG_PM25/H/long/config.json b/results/ToTo/SG_PM25/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0dccd79d8415423453ae01a12791405cdd48fb96 --- /dev/null +++ b/results/ToTo/SG_PM25/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_PM25/H/long", + "num_series": 1, + "num_windows": 13, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/SG_PM25/H/long/metrics.npz b/results/ToTo/SG_PM25/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..86fa4c0f72f67817a533a09237cb63c8580ca045 --- /dev/null +++ b/results/ToTo/SG_PM25/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f673e5d7af35b63bb02475c8ccf064c828f0b4dfa7e4e49e94f18a6d7223aafa +size 5741 diff --git a/results/ToTo/SG_PM25/H/long/predictions.npz b/results/ToTo/SG_PM25/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..80dd51bce90caa780855d5b381fc9c6d9443eefc --- /dev/null +++ b/results/ToTo/SG_PM25/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:938b1e52715c3cabd4e377868da5ada36bce4f39131373512281bf799a543970 +size 151968 diff --git a/results/ToTo/SG_PM25/H/medium/config.json b/results/ToTo/SG_PM25/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a61b6737f77103d85013fcb3a6580017fabbfa0d --- /dev/null +++ b/results/ToTo/SG_PM25/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_PM25/H/medium", + "num_series": 1, + "num_windows": 30, + "num_variates": 5, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/SG_PM25/H/medium/metrics.npz b/results/ToTo/SG_PM25/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..605acae936bc7e3d8977d3e43d45bf9fbdc7575a --- /dev/null +++ b/results/ToTo/SG_PM25/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b13be7292e3bc465697318e179acba320368b451add30bfc7ab9b51b5d749ac3 +size 10665 diff --git a/results/ToTo/SG_PM25/H/medium/predictions.npz b/results/ToTo/SG_PM25/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6fba5d985ce50e88a0417ad918df27c9b7f8c01c --- /dev/null +++ b/results/ToTo/SG_PM25/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8e9a3d66ac86533a4e86ccaa4004221d30280b59dd15ab84abbc0d73395d39b +size 150437 diff --git a/results/ToTo/SG_PM25/H/short/config.json b/results/ToTo/SG_PM25/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9c9b314f9ec57f64fe8cea0a9d70d47b5dfd8249 --- /dev/null +++ b/results/ToTo/SG_PM25/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_PM25/H/short", + "num_series": 1, + "num_windows": 92, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/SG_PM25/H/short/metrics.npz b/results/ToTo/SG_PM25/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..06210f1d31bfe3272b6dfc0166e035527ed7b8de --- /dev/null +++ b/results/ToTo/SG_PM25/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c88d7771b4c7d411351fe3a31719c74253bdbdbc825dd9f346d5d14f2a160b3b +size 28355 diff --git a/results/ToTo/SG_PM25/H/short/predictions.npz b/results/ToTo/SG_PM25/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d89b1d9c8bd51b4fd08d0cb0bba2e6db752c926d --- /dev/null +++ b/results/ToTo/SG_PM25/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da7c1f8e9aa6a2fdfa8308f0fee2cd5ee0ba120c53252dc465618ecbe1368516 +size 154991 diff --git a/results/ToTo/SG_Weather/D/long/config.json b/results/ToTo/SG_Weather/D/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b16493a3650e892f5fb2d320f32c0c0711ee7e4c --- /dev/null +++ b/results/ToTo/SG_Weather/D/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_Weather/D/long", + "num_series": 6, + "num_windows": 26, + "num_variates": 4, + "prediction_length": 14, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/SG_Weather/D/long/metrics.npz b/results/ToTo/SG_Weather/D/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..018e229a959f7386512b5ecd33fa43afb0dbd298 --- /dev/null +++ b/results/ToTo/SG_Weather/D/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82e5a69b9c4204ae89ddb687c15e63a5396e3100fe818c743088de1df5d8522d +size 38108 diff --git a/results/ToTo/SG_Weather/D/long/predictions.npz b/results/ToTo/SG_Weather/D/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6329352aefccc3c3bb2c223337032cfbc0ea026e --- /dev/null +++ b/results/ToTo/SG_Weather/D/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72c955f6de25cd398884c3162ef218981191f8b1ec7a2bb8a04be7bb844d60e0 +size 124859 diff --git a/results/ToTo/SG_Weather/D/medium/config.json b/results/ToTo/SG_Weather/D/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8ecb2fcd8236a2c31aab7705e2f9eb68ae43a708 --- /dev/null +++ b/results/ToTo/SG_Weather/D/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_Weather/D/medium", + "num_series": 6, + "num_windows": 52, + "num_variates": 4, + "prediction_length": 7, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/SG_Weather/D/medium/metrics.npz b/results/ToTo/SG_Weather/D/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..df3080757a6675d3ff7eeb4beaee54dda9c7cac4 --- /dev/null +++ b/results/ToTo/SG_Weather/D/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5acf2b6afcf90d585c2ba0ca70031cb7e8cddcf56673aed1f7afb0c0dc1d5f3 +size 72778 diff --git a/results/ToTo/SG_Weather/D/medium/predictions.npz b/results/ToTo/SG_Weather/D/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd6a141c3e36a4f6dc8fbf79ec0292866d7102f7 --- /dev/null +++ b/results/ToTo/SG_Weather/D/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fca35040a56a2c8bfe653143bcac0d8aa82ac48e2d8e0dbdb367ec87b470e199 +size 127152 diff --git a/results/ToTo/SG_Weather/D/short/config.json b/results/ToTo/SG_Weather/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c45a9d25d0fd3e92750448ecd1a17342502c9bdb --- /dev/null +++ b/results/ToTo/SG_Weather/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "SG_Weather/D/short", + "num_series": 6, + "num_windows": 122, + "num_variates": 4, + "prediction_length": 3, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/SG_Weather/D/short/metrics.npz b/results/ToTo/SG_Weather/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..20d5285add4cd5a1b69b4434c6f9072e585d3e57 --- /dev/null +++ b/results/ToTo/SG_Weather/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:035755723bf5db44930e859e82da73a427cc9e953f258cf341356b60f0ed0622 +size 166661 diff --git a/results/ToTo/SG_Weather/D/short/predictions.npz b/results/ToTo/SG_Weather/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f8dd723f4192cf94d88177d1ee03709bd0f54d00 --- /dev/null +++ b/results/ToTo/SG_Weather/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cae9562b70f0bd6b3f385eedc1d1a4838e9ea64f909c3608334f86ad29aca3a4 +size 131470 diff --git a/results/ToTo/Smart_Manufacturing/H/long/config.json b/results/ToTo/Smart_Manufacturing/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e714bb7c3aec5d4a338dc186d325ce9ee57d62a1 --- /dev/null +++ b/results/ToTo/Smart_Manufacturing/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Smart_Manufacturing/H/long", + "num_series": 34, + "num_windows": 1, + "num_variates": 5, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Smart_Manufacturing/H/long/metrics.npz b/results/ToTo/Smart_Manufacturing/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3ef3cf1a5da86fca4d64ba51c5e83316163c91c2 --- /dev/null +++ b/results/ToTo/Smart_Manufacturing/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af5e713ed4b736febafa5eac0f47760cf32d20ede4a3c790cb85caefe1db2df4 +size 12165 diff --git a/results/ToTo/Smart_Manufacturing/H/long/predictions.npz b/results/ToTo/Smart_Manufacturing/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..90a77488bf36b8a19474948079db9d7666a715c9 --- /dev/null +++ b/results/ToTo/Smart_Manufacturing/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a92b830c6193cf950e20335b28fc0cc262c4fdc1fbcd1ba40fa4d93a6f5a5b07 +size 748108 diff --git a/results/ToTo/Smart_Manufacturing/H/medium/config.json b/results/ToTo/Smart_Manufacturing/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..68f47c1e023748f080adc3040d9dde8487c9ed53 --- /dev/null +++ b/results/ToTo/Smart_Manufacturing/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Smart_Manufacturing/H/medium", + "num_series": 34, + "num_windows": 2, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Smart_Manufacturing/H/medium/metrics.npz b/results/ToTo/Smart_Manufacturing/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..faddd7bce213b50cc6d6e9a733fb8ff7dfe67a2b --- /dev/null +++ b/results/ToTo/Smart_Manufacturing/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b1869e066db9d9da441ad09885811fdac8fb6b41e46f0dde3ec2e6839157645 +size 22256 diff --git a/results/ToTo/Smart_Manufacturing/H/medium/predictions.npz b/results/ToTo/Smart_Manufacturing/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..41e297fb70ae042937fca63a8e8db6a117463391 --- /dev/null +++ b/results/ToTo/Smart_Manufacturing/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88a67afe189884182eeb8bd9a33852332a9ffbc6ecde21599200adceb2e3aeef +size 773849 diff --git a/results/ToTo/Smart_Manufacturing/H/short/config.json b/results/ToTo/Smart_Manufacturing/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..288de2059df27ae3995fed36ca25e15e3361f521 --- /dev/null +++ b/results/ToTo/Smart_Manufacturing/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Smart_Manufacturing/H/short", + "num_series": 34, + "num_windows": 14, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Smart_Manufacturing/H/short/metrics.npz b/results/ToTo/Smart_Manufacturing/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2bb72266df4857ccfa2ccc319a84777e015589bc --- /dev/null +++ b/results/ToTo/Smart_Manufacturing/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9fa9d700b45251d498d940cebe721bbbb8f71021292d28447121a191d93959f7 +size 140872 diff --git a/results/ToTo/Smart_Manufacturing/H/short/predictions.npz b/results/ToTo/Smart_Manufacturing/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ac6d2600c71e72956b5ba3f25532423410871a00 --- /dev/null +++ b/results/ToTo/Smart_Manufacturing/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0e0443b32fb6876f75f7d79d2f76360d5f78a8bc7c885e6c7a7784aab5adda0 +size 815378 diff --git a/results/ToTo/Supply_Chain_Customer/D/short/config.json b/results/ToTo/Supply_Chain_Customer/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f381befb844fc467f611b677d3e5670f733dd868 --- /dev/null +++ b/results/ToTo/Supply_Chain_Customer/D/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Supply_Chain_Customer/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 36, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Supply_Chain_Customer/D/short/metrics.npz b/results/ToTo/Supply_Chain_Customer/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3cd7d0d2fb834879e4dc42878f34fad8b98d77b7 --- /dev/null +++ b/results/ToTo/Supply_Chain_Customer/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a42149d764ed931ed2e4188201ace922a8246de15d88febb181f9ecb50c6fc43 +size 27090 diff --git a/results/ToTo/Supply_Chain_Customer/D/short/predictions.npz b/results/ToTo/Supply_Chain_Customer/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..eae1d086633ec62f7d6b693b417050e47cb19548 --- /dev/null +++ b/results/ToTo/Supply_Chain_Customer/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:caa0162e7963f39c61ee6bc75d2aee8e6e2dadb71cb7f5875762d43e417f2b44 +size 217328 diff --git a/results/ToTo/Supply_Chain_Location/D/short/config.json b/results/ToTo/Supply_Chain_Location/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a0fef762c0bf62addc07c48e17201f1c037b6166 --- /dev/null +++ b/results/ToTo/Supply_Chain_Location/D/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "Supply_Chain_Location/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 51, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 512, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Supply_Chain_Location/D/short/metrics.npz b/results/ToTo/Supply_Chain_Location/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fe35d30cdfc2cf27136493ffebbf17bedf16efab --- /dev/null +++ b/results/ToTo/Supply_Chain_Location/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27a93d335a0c865ebaa703e188a98a779db5fe817eafd3dc449fca370815a8bb +size 37479 diff --git a/results/ToTo/Supply_Chain_Location/D/short/predictions.npz b/results/ToTo/Supply_Chain_Location/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a60b12c5ee122b40a85962e4de9a4bb3faa92dc3 --- /dev/null +++ b/results/ToTo/Supply_Chain_Location/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3666669d32ce870a12d4607e5c29d0a5494f39798b4571af7e3da80652d05ca8 +size 304999 diff --git a/results/ToTo/US_Labor/M/short/config.json b/results/ToTo/US_Labor/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..026b587e902fdd8535e299711207d7efe7773447 --- /dev/null +++ b/results/ToTo/US_Labor/M/short/config.json @@ -0,0 +1,36 @@ +{ + "dataset_config": "US_Labor/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 14, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/US_Labor/M/short/metrics.npz b/results/ToTo/US_Labor/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e51ac18a834f72ae0d1782f500c1e52f4395eebd --- /dev/null +++ b/results/ToTo/US_Labor/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25ca9ac64b21a7659ae9774f908cab04793724a6fd9fa01247c94d0afa5bffaa +size 5961 diff --git a/results/ToTo/US_Labor/M/short/predictions.npz b/results/ToTo/US_Labor/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e1576e417783989c8316fe58c0a283d090143cf8 --- /dev/null +++ b/results/ToTo/US_Labor/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d008c946ebe8bdc59ec18f36dd875a27fc98905b84375d2c51f4e51e98aaa02 +size 12356 diff --git a/results/ToTo/US_Term_Structure/B/short/config.json b/results/ToTo/US_Term_Structure/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cbd79c0d3a19adf3eb85ecd05739b8aabde8f896 --- /dev/null +++ b/results/ToTo/US_Term_Structure/B/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "US_Term_Structure/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 40, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 1024, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/US_Term_Structure/B/short/metrics.npz b/results/ToTo/US_Term_Structure/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1003166d79227270841c57a7ed4250bc1cc8636d --- /dev/null +++ b/results/ToTo/US_Term_Structure/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:76af42e6405573ca82836bf130d41cd2f238d5b4a93f7fdca723efb371484ae0 +size 83086 diff --git a/results/ToTo/US_Term_Structure/B/short/predictions.npz b/results/ToTo/US_Term_Structure/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cad1bca1dbc85bff90f14f4f13afe70c45aa6e85 --- /dev/null +++ b/results/ToTo/US_Term_Structure/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1621abdc306c3bb9b20b8199f19d93a2004ee43c23e61d0574caf1f4c8a12db +size 408241 diff --git a/results/ToTo/Uncertainty_1M/M/short/config.json b/results/ToTo/Uncertainty_1M/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..717c1eaa2cc98624ccc9a0f89f63cfd75df07cb3 --- /dev/null +++ b/results/ToTo/Uncertainty_1M/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Uncertainty_1M/M/short", + "num_series": 1, + "num_windows": 7, + "num_variates": 3, + "prediction_length": 6, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Uncertainty_1M/M/short/metrics.npz b/results/ToTo/Uncertainty_1M/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4e34d3c1ae667df840575b077f1dfd904ba09de8 --- /dev/null +++ b/results/ToTo/Uncertainty_1M/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a00749e397826b18664ff1a2e77f447e58eed442e5f35bbf216a312820414411 +size 2844 diff --git a/results/ToTo/Uncertainty_1M/M/short/predictions.npz b/results/ToTo/Uncertainty_1M/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d44f30557afa9241d2543bf33a73085a21deb205 --- /dev/null +++ b/results/ToTo/Uncertainty_1M/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64d5796c49f91ee318c1de319469579cc0cc91840080d7c91f0a8dacc4130f82 +size 2238 diff --git a/results/ToTo/Vehicle_Sales/M/short/config.json b/results/ToTo/Vehicle_Sales/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2076d5dd877500fdffb7e95700fa2ad93136e54e --- /dev/null +++ b/results/ToTo/Vehicle_Sales/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Vehicle_Sales/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 10, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 1024, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Vehicle_Sales/M/short/metrics.npz b/results/ToTo/Vehicle_Sales/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fcca3bdefe94f69bf44b40f6f30acda9409c8de9 --- /dev/null +++ b/results/ToTo/Vehicle_Sales/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05339430b9119656d410e303e6893e6386d4136a8ec783d7b6e25e16d978922c +size 4749 diff --git a/results/ToTo/Vehicle_Sales/M/short/predictions.npz b/results/ToTo/Vehicle_Sales/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b93e25970825cdb6d722f6dd3ed418ecb2880362 --- /dev/null +++ b/results/ToTo/Vehicle_Sales/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e341789cb781e57c5f1241db4028f2123648eec71c85adf43d96fb76abf781bb +size 9519 diff --git a/results/ToTo/Vehicle_Supply/M/short/config.json b/results/ToTo/Vehicle_Supply/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..81e0c924d6b9d0309e8d747601b8f466d9d59d9d --- /dev/null +++ b/results/ToTo/Vehicle_Supply/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Vehicle_Supply/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Vehicle_Supply/M/short/metrics.npz b/results/ToTo/Vehicle_Supply/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3f24ff936de7cf07d4273cc0cb1e36ba1e219978 --- /dev/null +++ b/results/ToTo/Vehicle_Supply/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30b14ede8f434d0821b39e32b6671dd329db320e14af1df37d1856e3cf60b92c +size 3447 diff --git a/results/ToTo/Vehicle_Supply/M/short/predictions.npz b/results/ToTo/Vehicle_Supply/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9b9b308a70d25f34aad6344354d9dac13ce680b9 --- /dev/null +++ b/results/ToTo/Vehicle_Supply/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:187e2861f2983293b467b27b18c9612be58ba465a6c573d76929311272bb3ee8 +size 6138 diff --git a/results/ToTo/WUI_Global/Q/short/config.json b/results/ToTo/WUI_Global/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..73b0489aef70e6b662a072e1e09650b5bdd3dc77 --- /dev/null +++ b/results/ToTo/WUI_Global/Q/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "WUI_Global/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 15, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 1024, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/WUI_Global/Q/short/metrics.npz b/results/ToTo/WUI_Global/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dfe758c58936f3eea4247bf8d67b80f2cddf0b92 --- /dev/null +++ b/results/ToTo/WUI_Global/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5836b7b3957b16847ed6b64f9b15f79d669bf307e81f060155495a3bafa4d542 +size 6260 diff --git a/results/ToTo/WUI_Global/Q/short/predictions.npz b/results/ToTo/WUI_Global/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..25e4556eeef805736686bf64673baa9727da5870 --- /dev/null +++ b/results/ToTo/WUI_Global/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3875dba0de3b4d8eb277470761fa9e1fa6a1c315a77c18d2723911768e159620 +size 5260 diff --git a/results/ToTo/Water_Quality_Darwin/15T/long/config.json b/results/ToTo/Water_Quality_Darwin/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..456efc70c3f7bab0230433023066090946b0cc18 --- /dev/null +++ b/results/ToTo/Water_Quality_Darwin/15T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/long", + "num_series": 7, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Water_Quality_Darwin/15T/long/metrics.npz b/results/ToTo/Water_Quality_Darwin/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7de174a447b0f5e34ba5c9dbb2a60dcb4929493e --- /dev/null +++ b/results/ToTo/Water_Quality_Darwin/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08e8b79c11645bd73c8fe7a86d260463489783c96ed18fd32d27a0900ea78636 +size 14216 diff --git a/results/ToTo/Water_Quality_Darwin/15T/long/predictions.npz b/results/ToTo/Water_Quality_Darwin/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ce63716c6a80ef7c3dd84f357fda615f56b237df --- /dev/null +++ b/results/ToTo/Water_Quality_Darwin/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1bb2287ea47f9174c26d1ff09f5d3853f377f449331c99083a866dfe3887155 +size 590759 diff --git a/results/ToTo/Water_Quality_Darwin/15T/medium/config.json b/results/ToTo/Water_Quality_Darwin/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bad93547f559b0b59f366566606087c2ecf845c8 --- /dev/null +++ b/results/ToTo/Water_Quality_Darwin/15T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/medium", + "num_series": 7, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Water_Quality_Darwin/15T/medium/metrics.npz b/results/ToTo/Water_Quality_Darwin/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9c26f0aa14faca4c4d63074cac7d5b8a43dfa4d8 --- /dev/null +++ b/results/ToTo/Water_Quality_Darwin/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4257990b59bdf91237401dc63b513e52fd06a69504d8a8b3a70ff2e85ee6a9af +size 38097 diff --git a/results/ToTo/Water_Quality_Darwin/15T/medium/predictions.npz b/results/ToTo/Water_Quality_Darwin/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3e04eeac31c3ac0a343400b12b44bcbf3b3ad36b --- /dev/null +++ b/results/ToTo/Water_Quality_Darwin/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:918ef8e153f6eed05423c159d3ee123cdcf4c4c5f4fecb96c5f14ea2ff250c4f +size 571787 diff --git a/results/ToTo/Water_Quality_Darwin/15T/short/config.json b/results/ToTo/Water_Quality_Darwin/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0e6fc04a9acd53899672a323e49bd57b3503ece8 --- /dev/null +++ b/results/ToTo/Water_Quality_Darwin/15T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/short", + "num_series": 7, + "num_windows": 90, + "num_variates": 6, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/Water_Quality_Darwin/15T/short/metrics.npz b/results/ToTo/Water_Quality_Darwin/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c04287d6926b26ffdc20c516675fa352976a6197 --- /dev/null +++ b/results/ToTo/Water_Quality_Darwin/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ccfcd555a8c61315fb40b26816feb8aca6f87414a61c67cb7a88c2b74d17a6f1 +size 215644 diff --git a/results/ToTo/Water_Quality_Darwin/15T/short/predictions.npz b/results/ToTo/Water_Quality_Darwin/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6a17137060434104df0fa6b6c8be790f6b440d75 --- /dev/null +++ b/results/ToTo/Water_Quality_Darwin/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b06e4f1b1a7014ca12c8920f8f2a258844023d1cbb9b05cbca51348f56f3dbec +size 560938 diff --git a/results/ToTo/azure2019_D/5T/short/config.json b/results/ToTo/azure2019_D/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f0f9447740a2a1b37e70641023bb303ba93ad447 --- /dev/null +++ b/results/ToTo/azure2019_D/5T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "azure2019_D/5T/short", + "num_series": 989, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/azure2019_D/5T/short/metrics.npz b/results/ToTo/azure2019_D/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f5fc413546e27fb0c9a8247d2f04adff828d6f1e --- /dev/null +++ b/results/ToTo/azure2019_D/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:951a56eaa5d6b4b3d3a24b86d7354d35492f93e7683d0504a4c5da9c240ed938 +size 523285 diff --git a/results/ToTo/azure2019_D/5T/short/predictions.npz b/results/ToTo/azure2019_D/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5dce846c73063e774512c8ce8a944f87bfd81c03 --- /dev/null +++ b/results/ToTo/azure2019_D/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aebd751bcd56157d4096b588a69c8d849ddcbf5fb26e1d3fa6bfdd7f1862fe98 +size 34223402 diff --git a/results/ToTo/azure2019_I/5T/short/config.json b/results/ToTo/azure2019_I/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4891613015037e7391c7eb1d6a41357559021274 --- /dev/null +++ b/results/ToTo/azure2019_I/5T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "azure2019_I/5T/short", + "num_series": 492, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/azure2019_I/5T/short/metrics.npz b/results/ToTo/azure2019_I/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3ab2c38b4895cf66d85f696b75102e2c51632fc1 --- /dev/null +++ b/results/ToTo/azure2019_I/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2ae9ef5ad784b9e005e6c4cb06b696f83fa6f41bf89b9954862506316800986 +size 261318 diff --git a/results/ToTo/azure2019_I/5T/short/predictions.npz b/results/ToTo/azure2019_I/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6a9a420c121e4e5a0e2ed757628adead7e82b3f6 --- /dev/null +++ b/results/ToTo/azure2019_I/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:beb52791459cb9674171a946caa247854c434e4954f6897a0fcbd1e2d920a25c +size 16816091 diff --git a/results/ToTo/azure2019_U/5T/short/config.json b/results/ToTo/azure2019_U/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fc857f25e9a13f3b01f8660d846080db0dd7ed58 --- /dev/null +++ b/results/ToTo/azure2019_U/5T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "azure2019_U/5T/short", + "num_series": 78, + "num_windows": 6, + "num_variates": 3, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/azure2019_U/5T/short/metrics.npz b/results/ToTo/azure2019_U/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7d2ae0d54029963ef1869a71d51569218b306a99 --- /dev/null +++ b/results/ToTo/azure2019_U/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e6a56f4ad83c2afc4593bec681fcec6f3f3596e17c98a659573407ce41729f41 +size 83586 diff --git a/results/ToTo/azure2019_U/5T/short/predictions.npz b/results/ToTo/azure2019_U/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..31322c790eb4886a57569c9d19a1e994c9f05b09 --- /dev/null +++ b/results/ToTo/azure2019_U/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2c54f1119877b1797df81d4276ec8c9113c0f48440019f083a91aa649a9b559 +size 932912 diff --git a/results/ToTo/current_velocity/10T/long/config.json b/results/ToTo/current_velocity/10T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..48766c42ba6af140320ff2013145486dabfb9029 --- /dev/null +++ b/results/ToTo/current_velocity/10T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/10T/long", + "num_series": 10, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 432, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/10T/long/metrics.npz b/results/ToTo/current_velocity/10T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..34f332cbc6cb60d0ee48d50bb6c1cbe09c0e3150 --- /dev/null +++ b/results/ToTo/current_velocity/10T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eeebae9fd345c802a9c99c3c06cbd70f41173975383edf0d2d1776d98cdd479e +size 19786 diff --git a/results/ToTo/current_velocity/10T/long/predictions.npz b/results/ToTo/current_velocity/10T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..871012661960f832569e44a012a78bd2c7421c4f --- /dev/null +++ b/results/ToTo/current_velocity/10T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a678f51df51d86b80bb0940b7c18e8d1f2f78728eab1113acae3426d54c3701 +size 1731823 diff --git a/results/ToTo/current_velocity/10T/medium/config.json b/results/ToTo/current_velocity/10T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4be3d4d40a0024074ba3151a3b4d6a14761702d8 --- /dev/null +++ b/results/ToTo/current_velocity/10T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/10T/medium", + "num_series": 10, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/10T/medium/metrics.npz b/results/ToTo/current_velocity/10T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..43692093ca8019655e64fb7b58fe92dfa502ce60 --- /dev/null +++ b/results/ToTo/current_velocity/10T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:123c387aa4d884d0d7d8c7684b5698b9549ef53c07ce23eba9ba9334969a328c +size 54733 diff --git a/results/ToTo/current_velocity/10T/medium/predictions.npz b/results/ToTo/current_velocity/10T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1fc67f2a76e31633c84d490575174fd95bac72b9 --- /dev/null +++ b/results/ToTo/current_velocity/10T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe75315d7fd30915cf3f3b8adecb29a528e7d632aa804f420053659f82c82dd5 +size 1726087 diff --git a/results/ToTo/current_velocity/10T/short/config.json b/results/ToTo/current_velocity/10T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cb9759f4009a6e91d18adc23ee10fbb208337c38 --- /dev/null +++ b/results/ToTo/current_velocity/10T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/10T/short", + "num_series": 10, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 18, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/10T/short/metrics.npz b/results/ToTo/current_velocity/10T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c8ed4a5fd86ebc758381f1f43717d58a1c570f55 --- /dev/null +++ b/results/ToTo/current_velocity/10T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:066161323440c1e33da555ccc802944bd3dd3dd6df89286e88f008ff68468940 +size 418027 diff --git a/results/ToTo/current_velocity/10T/short/predictions.npz b/results/ToTo/current_velocity/10T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b13e73eefc8b3b3a3df7b680ab1275d8ea88c396 --- /dev/null +++ b/results/ToTo/current_velocity/10T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce700af0d5650d7f7e706ae5dd342b572e24339dd40cfecf7b2b8cfe80f87bc9 +size 1692743 diff --git a/results/ToTo/current_velocity/15T/long/config.json b/results/ToTo/current_velocity/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b9d2d5ae285bab0bdc00317eadb4ec244108bbc7 --- /dev/null +++ b/results/ToTo/current_velocity/15T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/15T/long/metrics.npz b/results/ToTo/current_velocity/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1fc3d740aab78ebab6ec065512a3cfb9ee40c3fb --- /dev/null +++ b/results/ToTo/current_velocity/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee9601e7fb7930a904044cf06a854df31280cb2682b0c114214bfe8e2d861c9b +size 10872 diff --git a/results/ToTo/current_velocity/15T/long/predictions.npz b/results/ToTo/current_velocity/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0e9608daba4b86f7df79f22be9dc23e8dbaa0104 --- /dev/null +++ b/results/ToTo/current_velocity/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:800238362d69f9216f6951865668b85b7a4f292fff91ca8b0a93d30b7df10820 +size 551294 diff --git a/results/ToTo/current_velocity/15T/medium/config.json b/results/ToTo/current_velocity/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..191cd1b6f926539f25845ad5a204fd92f6e77660 --- /dev/null +++ b/results/ToTo/current_velocity/15T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/15T/medium/metrics.npz b/results/ToTo/current_velocity/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d3874369c982a7e9f0daad50420febe79ceefe25 --- /dev/null +++ b/results/ToTo/current_velocity/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f1b57b1a59b7852b3e65a217b9b05c6b9cbf236d1e627080ff7acba0c70baa0 +size 28338 diff --git a/results/ToTo/current_velocity/15T/medium/predictions.npz b/results/ToTo/current_velocity/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..71c8d0bd0442bb643607dac5f3d4b19e61d96727 --- /dev/null +++ b/results/ToTo/current_velocity/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:827a8266bdeb6269a158bb6e9c227b9033836b7fc60400f26b4f138fe2ee698b +size 548081 diff --git a/results/ToTo/current_velocity/15T/short/config.json b/results/ToTo/current_velocity/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..66aa3fb2d0b3e2d09d9a61740a15e60aa5c57bdd --- /dev/null +++ b/results/ToTo/current_velocity/15T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/15T/short/metrics.npz b/results/ToTo/current_velocity/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bfdce3916347b8ed544761e134c91769453bdfdd --- /dev/null +++ b/results/ToTo/current_velocity/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c295bf797135443e23dec6adaf42da7314ebd45d5e0e9ce48828b3e658c64ce +size 209263 diff --git a/results/ToTo/current_velocity/15T/short/predictions.npz b/results/ToTo/current_velocity/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0702639ca1a7032589c651fe80fae43d279efb95 --- /dev/null +++ b/results/ToTo/current_velocity/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:353f73fe3bde958e1ab37c3132d63997178fb448c87185170b99849216563d42 +size 542056 diff --git a/results/ToTo/current_velocity/20T/long/config.json b/results/ToTo/current_velocity/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1555e3060cee41d46b52c086afb689ecc4fd926f --- /dev/null +++ b/results/ToTo/current_velocity/20T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/20T/long", + "num_series": 27, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/20T/long/metrics.npz b/results/ToTo/current_velocity/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d5cbcaa413890ec165d344176b15d0cad81f2427 --- /dev/null +++ b/results/ToTo/current_velocity/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d0e1382498b75112d387547c2ea29c1580049a4446f1be3b0bcb0145c3bc857 +size 49754 diff --git a/results/ToTo/current_velocity/20T/long/predictions.npz b/results/ToTo/current_velocity/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e4923f260d638b654e77346c61a03b7ae4e01385 --- /dev/null +++ b/results/ToTo/current_velocity/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d30f2115cd7857bca29d8b37db7748ac2f4f1f8a5bd658eea285cb7dc590314 +size 2339470 diff --git a/results/ToTo/current_velocity/20T/medium/config.json b/results/ToTo/current_velocity/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c6f82f097581e7f2fe6d66b884283d8079d51ca5 --- /dev/null +++ b/results/ToTo/current_velocity/20T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/20T/medium", + "num_series": 27, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/20T/medium/metrics.npz b/results/ToTo/current_velocity/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..34bef484e4529faed16338c3b5591c3babeb1118 --- /dev/null +++ b/results/ToTo/current_velocity/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f34a623351d55189211b2825e65cbdccdc4ee51c7c57ff6bc6213c143f10c88c +size 144067 diff --git a/results/ToTo/current_velocity/20T/medium/predictions.npz b/results/ToTo/current_velocity/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d518ff7d547a21ae08113be8b00ef416f273230b --- /dev/null +++ b/results/ToTo/current_velocity/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4ce0eaece1a92a98174bdfcff1a4704e749bd0c9644ad404f943eb117dfcce1 +size 2302085 diff --git a/results/ToTo/current_velocity/20T/short/config.json b/results/ToTo/current_velocity/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f2f8dffbe948e8a1ee3e8a406a9508e6408ec78c --- /dev/null +++ b/results/ToTo/current_velocity/20T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/20T/short", + "num_series": 27, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/20T/short/metrics.npz b/results/ToTo/current_velocity/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..53c57c78ac3d37e5cf7c4c4fb7044b6d26ced5e5 --- /dev/null +++ b/results/ToTo/current_velocity/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1cfbb0a5fe06444796c21988e7cda8a3dd84aa99e8d4d198afa7467e2881830f +size 1118402 diff --git a/results/ToTo/current_velocity/20T/short/predictions.npz b/results/ToTo/current_velocity/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f232c966ac8931d2c90ce37bbfca7524ecda9d45 --- /dev/null +++ b/results/ToTo/current_velocity/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5974f8a20b92891975356a3d3654af1fed10376d71c88a24ec818bfc93109437 +size 2295588 diff --git a/results/ToTo/current_velocity/5T/long/config.json b/results/ToTo/current_velocity/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a6c414d6c12b75ea32b00d5204b90b3554f1234f --- /dev/null +++ b/results/ToTo/current_velocity/5T/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/5T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/5T/long/metrics.npz b/results/ToTo/current_velocity/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bd2e3da8d89cdc973be527927a8f10af11913eb0 --- /dev/null +++ b/results/ToTo/current_velocity/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e829d8311f6ff2b2c90a9662aa47719c1dd1df358b7bd25cb38fd03231c9f68 +size 3494 diff --git a/results/ToTo/current_velocity/5T/long/predictions.npz b/results/ToTo/current_velocity/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..aa5739d2b12841e6b061fd3235bb3e575a6a3b16 --- /dev/null +++ b/results/ToTo/current_velocity/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36a86fdbe66d0d3eb20165274e046457bb9a6cafdf37e55dd1bf1dde95cf7c02 +size 324353 diff --git a/results/ToTo/current_velocity/5T/medium/config.json b/results/ToTo/current_velocity/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e0a8d2a8cf7fd13d6e28166f119e7fa3b0b09522 --- /dev/null +++ b/results/ToTo/current_velocity/5T/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/5T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/5T/medium/metrics.npz b/results/ToTo/current_velocity/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e51953df0447b48fffda875a803a6a22f4d53fa8 --- /dev/null +++ b/results/ToTo/current_velocity/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97cfb780c0dc9bcc35fc4001d601cd8a4efe4f89a824cd53f1c0db49c3fc83b3 +size 7279 diff --git a/results/ToTo/current_velocity/5T/medium/predictions.npz b/results/ToTo/current_velocity/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0bfd78a920d886c85b62a4f346cb877a87870656 --- /dev/null +++ b/results/ToTo/current_velocity/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c23a80e944d6f544c843f7cd14ddb3b0d0c6fe29c8df032f0ca14cf788738af2 +size 316557 diff --git a/results/ToTo/current_velocity/5T/short/config.json b/results/ToTo/current_velocity/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5a4927205c9ee37169c2b10e6779d1832f9469bb --- /dev/null +++ b/results/ToTo/current_velocity/5T/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/5T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/5T/short/metrics.npz b/results/ToTo/current_velocity/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..eab981646edded5bda808d5230fffd88f2882dbf --- /dev/null +++ b/results/ToTo/current_velocity/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3cc0e53e20aaff44fcfe94006733c6755f3c978ec5c82f1cdc0d36ab26720ef1 +size 43445 diff --git a/results/ToTo/current_velocity/5T/short/predictions.npz b/results/ToTo/current_velocity/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d560e28d78a898f1b4b785fd9db7e02489483526 --- /dev/null +++ b/results/ToTo/current_velocity/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:491e4975bf2264757069e38def390e0590b8a9c37d5d5e5c5a64c7663972e65d +size 288032 diff --git a/results/ToTo/current_velocity/H/long/config.json b/results/ToTo/current_velocity/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a1c74d276bf739663f6b3245d7fef2ccc4428702 --- /dev/null +++ b/results/ToTo/current_velocity/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/H/long", + "num_series": 21, + "num_windows": 2, + "num_variates": 6, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/H/long/metrics.npz b/results/ToTo/current_velocity/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..374b49670b56d6543b1dd0b263ec8436a0d96437 --- /dev/null +++ b/results/ToTo/current_velocity/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa8f0bca09a88f209e68517a93bc77f0a95645d4e71b98729a90820c5cc10bbf +size 16946 diff --git a/results/ToTo/current_velocity/H/long/predictions.npz b/results/ToTo/current_velocity/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3856180b9f480fcf329266433da1e6358cfe4069 --- /dev/null +++ b/results/ToTo/current_velocity/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff485ed1be5f7a9bcf041aff4e10c64cb016485e0d67c84c7113aa45ac48e185 +size 1171742 diff --git a/results/ToTo/current_velocity/H/medium/config.json b/results/ToTo/current_velocity/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8091cc4776fc0c948490ed7d88e8faabaf76deab --- /dev/null +++ b/results/ToTo/current_velocity/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/H/medium", + "num_series": 21, + "num_windows": 4, + "num_variates": 6, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/H/medium/metrics.npz b/results/ToTo/current_velocity/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a45630c6daa23d9ff73d49746725a71caef52726 --- /dev/null +++ b/results/ToTo/current_velocity/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16ebc140ad919618d8d4e45e15a7885ed56344d6eb65ff8b4bbe13329a6739fd +size 31719 diff --git a/results/ToTo/current_velocity/H/medium/predictions.npz b/results/ToTo/current_velocity/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..47c4f8e045b27e5ea46194ab01b268dfe351e248 --- /dev/null +++ b/results/ToTo/current_velocity/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70f7abaabccffd15b06337e84ad5862f544d6d481e876132ebd7f0e06d6b2a5c +size 1185358 diff --git a/results/ToTo/current_velocity/H/short/config.json b/results/ToTo/current_velocity/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ce4ad072079c60cece02aed5b340a85690248602 --- /dev/null +++ b/results/ToTo/current_velocity/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "current_velocity/H/short", + "num_series": 21, + "num_windows": 28, + "num_variates": 6, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/current_velocity/H/short/metrics.npz b/results/ToTo/current_velocity/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6cba7cb96fac9f9380cbca4e83482df6c12e615c --- /dev/null +++ b/results/ToTo/current_velocity/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc58dd469443c32baff0e1238be4cd14894ac4151ff4d4becb0a2ce9c2d86b90 +size 206530 diff --git a/results/ToTo/current_velocity/H/short/predictions.npz b/results/ToTo/current_velocity/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cae31cf9f9446b873e575417015a525e3f9f0ff9 --- /dev/null +++ b/results/ToTo/current_velocity/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bab7496f4dc41500838317a27bc49db5e22bafe68dae33bd5280468bebcd4cd8 +size 1190350 diff --git a/results/ToTo/epf_electricity_price/H/long/config.json b/results/ToTo/epf_electricity_price/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..849dd28108b3a09e3986412d0fc799dd22da7fdc --- /dev/null +++ b/results/ToTo/epf_electricity_price/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "epf_electricity_price/H/long", + "num_series": 5, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/epf_electricity_price/H/long/metrics.npz b/results/ToTo/epf_electricity_price/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5c12afd848a81e4ccdae703946ea058430c3f383 --- /dev/null +++ b/results/ToTo/epf_electricity_price/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7829912ab6e155ee1fd269e782ddf1267ba7d95716347e288bfebe6e32cafee +size 6342 diff --git a/results/ToTo/epf_electricity_price/H/long/predictions.npz b/results/ToTo/epf_electricity_price/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..86abed3814d01fafa1e9a3b376232335ca5f6f44 --- /dev/null +++ b/results/ToTo/epf_electricity_price/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff81e65eb4e51cd35b1ec87d3518e8ebe0ece4e8eb790173210ca616fab161e1 +size 177180 diff --git a/results/ToTo/epf_electricity_price/H/medium/config.json b/results/ToTo/epf_electricity_price/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a99a51f9937d86477707834565f37cf5a489a523 --- /dev/null +++ b/results/ToTo/epf_electricity_price/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "epf_electricity_price/H/medium", + "num_series": 5, + "num_windows": 35, + "num_variates": 1, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/epf_electricity_price/H/medium/metrics.npz b/results/ToTo/epf_electricity_price/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d4f8d3cb3c9cbcb4d7e7986ebb73f119cede3073 --- /dev/null +++ b/results/ToTo/epf_electricity_price/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75d1ef45be8c0d35130a1a3533e6cbe89036aba67cfd041ee6a1d822aeb3c9e2 +size 12186 diff --git a/results/ToTo/epf_electricity_price/H/medium/predictions.npz b/results/ToTo/epf_electricity_price/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d7b9cd6c931d6d437b6848b2afd7985052b73aec --- /dev/null +++ b/results/ToTo/epf_electricity_price/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f7512788da239cb9b83ff7434a63b4acf5ca99ff6a5d83b11cf9d93ec565d61 +size 176973 diff --git a/results/ToTo/epf_electricity_price/H/short/config.json b/results/ToTo/epf_electricity_price/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ecea111fd185fe59a590474c1dfb1975a51bce35 --- /dev/null +++ b/results/ToTo/epf_electricity_price/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "epf_electricity_price/H/short", + "num_series": 5, + "num_windows": 105, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4096, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "Datadog/Toto-Open-Base-1.0", + "requested_num_samples": 100, + "samples_per_batch": 100 +} \ No newline at end of file diff --git a/results/ToTo/epf_electricity_price/H/short/metrics.npz b/results/ToTo/epf_electricity_price/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..28949d7ddd178c1aa8aad8741f29e6e9c53b2cd1 --- /dev/null +++ b/results/ToTo/epf_electricity_price/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b3e55570667a98e6640ade453b59799a70e6719a7c17ec4c78b8e8b43b92a36 +size 32298 diff --git a/results/ToTo/epf_electricity_price/H/short/predictions.npz b/results/ToTo/epf_electricity_price/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..355fc94b611525235c198de8e1d31c4bd4654bf3 --- /dev/null +++ b/results/ToTo/epf_electricity_price/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0df8ec93cab4fd0d4eac81d9a4d9abb4d18349aeb4c57bba9dfb8bbbbb4ec45e +size 177561 diff --git a/results/chronos2_base/Australia_Solar/H/long/config.json b/results/chronos2_base/Australia_Solar/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..64bb2f818e6fe99eb9cf302fa6a730422c08665f --- /dev/null +++ b/results/chronos2_base/Australia_Solar/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/long", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Australia_Solar/H/long/metrics.npz b/results/chronos2_base/Australia_Solar/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bc765a7c887282cb5d9721cca1e70d37b863761c --- /dev/null +++ b/results/chronos2_base/Australia_Solar/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c572971d380a82fcde4fc9d30281fcbdd8779dd610cf8dc1c2149311c1cecd45 +size 4530 diff --git a/results/chronos2_base/Australia_Solar/H/long/predictions.npz b/results/chronos2_base/Australia_Solar/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..85aaaa3892ff69b74d6de907d409091c2c82ea53 --- /dev/null +++ b/results/chronos2_base/Australia_Solar/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a98fb8bee8ccc47e1d42d4a288bcefc506fc40816e3d1b136f9956c4f69c61d +size 85860 diff --git a/results/chronos2_base/Australia_Solar/H/medium/config.json b/results/chronos2_base/Australia_Solar/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a1f2b9ed977acd94659c8f5d333ad2cabfd68a36 --- /dev/null +++ b/results/chronos2_base/Australia_Solar/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/medium", + "num_series": 1, + "num_windows": 35, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Australia_Solar/H/medium/metrics.npz b/results/chronos2_base/Australia_Solar/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..05b1d7fa1c8bb92b1aa819698f114066c46006c4 --- /dev/null +++ b/results/chronos2_base/Australia_Solar/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e248ca8f3a37a770d595c7133d237f3f002a936bc71abd26ca51b7f5453fd74d +size 8370 diff --git a/results/chronos2_base/Australia_Solar/H/medium/predictions.npz b/results/chronos2_base/Australia_Solar/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f1445dbe2335858ef619d89607cd8268e3939250 --- /dev/null +++ b/results/chronos2_base/Australia_Solar/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e6260c67d6e1c34e25e3d36bee58e9c291080c36d80725f4c34aeefc193b0c3a +size 89228 diff --git a/results/chronos2_base/Australia_Solar/H/short/config.json b/results/chronos2_base/Australia_Solar/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..428744bfa15d91178139ef424d1dc16bc8d11412 --- /dev/null +++ b/results/chronos2_base/Australia_Solar/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/short", + "num_series": 1, + "num_windows": 105, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Australia_Solar/H/short/metrics.npz b/results/chronos2_base/Australia_Solar/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d4980360ed09ce8b04aae11dd45c9bf3253a7fd2 --- /dev/null +++ b/results/chronos2_base/Australia_Solar/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86546808567d4a739f839a318bf08922a2bc555003d5465efb3f6b1d9fcd5265 +size 20773 diff --git a/results/chronos2_base/Australia_Solar/H/short/predictions.npz b/results/chronos2_base/Australia_Solar/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..97dd8411170334cb544ea6b68ea0a20825a26305 --- /dev/null +++ b/results/chronos2_base/Australia_Solar/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab6247420a0f0d7bb19b7804546b145b07f72522e9f86a37fec73ae0cc882a14 +size 91091 diff --git a/results/chronos2_base/Auto_Production_SF/M/short/config.json b/results/chronos2_base/Auto_Production_SF/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9d34cd9809f45cc7bcda580c26a27e7e0bca1669 --- /dev/null +++ b/results/chronos2_base/Auto_Production_SF/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Auto_Production_SF/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Auto_Production_SF/M/short/metrics.npz b/results/chronos2_base/Auto_Production_SF/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..df3468ea10f738bac5cdef97a453e99a843d847c --- /dev/null +++ b/results/chronos2_base/Auto_Production_SF/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:041d6c33cdc009157881f0f0e88173e10aeec48b880f7029947221130b230267 +size 1824 diff --git a/results/chronos2_base/Auto_Production_SF/M/short/predictions.npz b/results/chronos2_base/Auto_Production_SF/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..74e126e41b095c7b7056410880cd8aeef19305e9 --- /dev/null +++ b/results/chronos2_base/Auto_Production_SF/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8bdd625b101c8e07db7b98420af66bd10bcc44aa93df25d3de854ec5bc69d3e +size 1134 diff --git a/results/chronos2_base/CPHL/15T/long/config.json b/results/chronos2_base/CPHL/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6cc84f852ef82d2cd30eb1fc75558ab15432887c --- /dev/null +++ b/results/chronos2_base/CPHL/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/long", + "num_series": 2, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/CPHL/15T/long/metrics.npz b/results/chronos2_base/CPHL/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..67b7e2a9cecddf0d4daf75590419076bbfbf26b6 --- /dev/null +++ b/results/chronos2_base/CPHL/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e6f073df9f6b8e3a444585746cfb08f46244b7a5e385252cc43dc511d3bd9cfc +size 2173 diff --git a/results/chronos2_base/CPHL/15T/long/predictions.npz b/results/chronos2_base/CPHL/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..342511d41d19c7fbc3324e528d932fd2ce49e79b --- /dev/null +++ b/results/chronos2_base/CPHL/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97a46aefd83b78fbbbcc77373b8ca39b2d1668fcc2ba984593090440c281f1b8 +size 20822 diff --git a/results/chronos2_base/CPHL/15T/medium/config.json b/results/chronos2_base/CPHL/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4c1be32155c39638b46f90d98c4547225d7f80f6 --- /dev/null +++ b/results/chronos2_base/CPHL/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/medium", + "num_series": 2, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/CPHL/15T/medium/metrics.npz b/results/chronos2_base/CPHL/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..20559f39e0d9fb96474b704e770e8e713b3cefe7 --- /dev/null +++ b/results/chronos2_base/CPHL/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c003a0020b88a7de1dc89ad649293a5f619eb830011707ca8a1c6d172a007b2 +size 3468 diff --git a/results/chronos2_base/CPHL/15T/medium/predictions.npz b/results/chronos2_base/CPHL/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5d99e2881161d53437c6c91c7253ed29db04bcd6 --- /dev/null +++ b/results/chronos2_base/CPHL/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:74c40da9ade66e79dc33f5dc69ada65c926f0de69cf324106f6ee83303476e74 +size 21608 diff --git a/results/chronos2_base/CPHL/15T/short/config.json b/results/chronos2_base/CPHL/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..627fc82b1ea6e0b1488bf6457d9273b8f630c13e --- /dev/null +++ b/results/chronos2_base/CPHL/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/CPHL/15T/short/metrics.npz b/results/chronos2_base/CPHL/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5242ce10a81cc737c6230229bf86a40132a99546 --- /dev/null +++ b/results/chronos2_base/CPHL/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b86dc2dcf3d667310839c5c63a4f5b347b3302cd92d324b0e58c8c5ff798b76c +size 15738 diff --git a/results/chronos2_base/CPHL/15T/short/predictions.npz b/results/chronos2_base/CPHL/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5166fb2b897741c4004a94c4cf4194c46cb18402 --- /dev/null +++ b/results/chronos2_base/CPHL/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:086512bf944f49bcf266fc919afccfe21fd9c096467a58b7fff2dfcbf3915211 +size 24342 diff --git a/results/chronos2_base/CPHL/30T/long/config.json b/results/chronos2_base/CPHL/30T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..87064010bc08a310002912401d74faa497be22bf --- /dev/null +++ b/results/chronos2_base/CPHL/30T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/long", + "num_series": 2, + "num_windows": 10, + "num_variates": 1, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/CPHL/30T/long/metrics.npz b/results/chronos2_base/CPHL/30T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..09c0acb6c814514137f16e1372346b2792765874 --- /dev/null +++ b/results/chronos2_base/CPHL/30T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ca11fe00bd195b910619b709a3b586dc4e2bea8b5b086768b8ac7c01cb7ec54 +size 2836 diff --git a/results/chronos2_base/CPHL/30T/long/predictions.npz b/results/chronos2_base/CPHL/30T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b489c482e741f857af3f9d07fa421725a89939e8 --- /dev/null +++ b/results/chronos2_base/CPHL/30T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2fbeb66481cf38cf1f8bdd0d00b4e5bc45b532fc27f10b1cc4ce68ecb08d5117 +size 24260 diff --git a/results/chronos2_base/CPHL/30T/medium/config.json b/results/chronos2_base/CPHL/30T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9f00639c14c1a815465d9cb802e8b4a4f28fe38b --- /dev/null +++ b/results/chronos2_base/CPHL/30T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/medium", + "num_series": 2, + "num_windows": 30, + "num_variates": 1, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/CPHL/30T/medium/metrics.npz b/results/chronos2_base/CPHL/30T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..09356b92ae9e4058f1b3235c276809a674913edc --- /dev/null +++ b/results/chronos2_base/CPHL/30T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c8ea4177a14e13798952b0598f44c0ce6b7b4d545779a49d3723748ca29e4c2 +size 5466 diff --git a/results/chronos2_base/CPHL/30T/medium/predictions.npz b/results/chronos2_base/CPHL/30T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9d00f0004e5e0c9b251f66bb0a4b8910b021206f --- /dev/null +++ b/results/chronos2_base/CPHL/30T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:91cc57548b41e7f78dd5116369774d56840f5fc537f23edc32ce8f4e2d01aa0b +size 25216 diff --git a/results/chronos2_base/CPHL/30T/short/config.json b/results/chronos2_base/CPHL/30T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bf5451e875bab510991bfc9f460d789c421852f6 --- /dev/null +++ b/results/chronos2_base/CPHL/30T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/CPHL/30T/short/metrics.npz b/results/chronos2_base/CPHL/30T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6c54c5bf96d8e7fc2f2f0bfbdf9f819c2480d3a5 --- /dev/null +++ b/results/chronos2_base/CPHL/30T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f09740d94b5d921f207cf2cf136b3fb8ebfc6a77e5fad86c2f92545bc23e1620 +size 15877 diff --git a/results/chronos2_base/CPHL/30T/short/predictions.npz b/results/chronos2_base/CPHL/30T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c88e200ae69a82956f6c83586e855a97c8edbac0 --- /dev/null +++ b/results/chronos2_base/CPHL/30T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:227bc9f19a7c3b813302edf6bff6aa8a7c5a25b75ee5f5756e1faaac03ea4812 +size 27333 diff --git a/results/chronos2_base/CPHL/H/long/config.json b/results/chronos2_base/CPHL/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c86c0cabac204e276bdbb506113d17b37ad9f986 --- /dev/null +++ b/results/chronos2_base/CPHL/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/long", + "num_series": 4, + "num_windows": 2, + "num_variates": 1, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/CPHL/H/long/metrics.npz b/results/chronos2_base/CPHL/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3de25ed6f5258fed67c460ecf20d59b9a37ce179 --- /dev/null +++ b/results/chronos2_base/CPHL/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7df00076af4045c2715755e3fadf5af609f34ba7a061749b3cd58f89adaa40dd +size 2038 diff --git a/results/chronos2_base/CPHL/H/long/predictions.npz b/results/chronos2_base/CPHL/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..51922ce3c20bd53bb8a50162ba50f93665198c04 --- /dev/null +++ b/results/chronos2_base/CPHL/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88a5e88652f45f914eb082f2bf1eb7d0828cbcf3ae1c7f23c50f6598c675ffee +size 24143 diff --git a/results/chronos2_base/CPHL/H/medium/config.json b/results/chronos2_base/CPHL/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9383cc09ab893eb401232577d2c8ab1a51ed85ec --- /dev/null +++ b/results/chronos2_base/CPHL/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/medium", + "num_series": 4, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/CPHL/H/medium/metrics.npz b/results/chronos2_base/CPHL/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8aa68f63de9147ad98b0904a47f10042e1553781 --- /dev/null +++ b/results/chronos2_base/CPHL/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0d97f3b55a96bf03e2d72a3a6431ab71244b16066d7d686a808fadc12b42fcd +size 2560 diff --git a/results/chronos2_base/CPHL/H/medium/predictions.npz b/results/chronos2_base/CPHL/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..16fa79814e651ef5e8a0df1c03948bc565f940bc --- /dev/null +++ b/results/chronos2_base/CPHL/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18de165ad44f34cd90cebedded8003413dbadc22c73fd23a6f2c47052fd1ad52 +size 24757 diff --git a/results/chronos2_base/CPHL/H/short/config.json b/results/chronos2_base/CPHL/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1bf3d066009ae059978a4233dd4db2f97beb152a --- /dev/null +++ b/results/chronos2_base/CPHL/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/short", + "num_series": 4, + "num_windows": 28, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/CPHL/H/short/metrics.npz b/results/chronos2_base/CPHL/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..873ce47f49f76d956cbf0faea8f07a68223c1b00 --- /dev/null +++ b/results/chronos2_base/CPHL/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eecdb270f91ab86ae1d62687075ba9488cefc8e789f6ee1e1f2d3c05d0b10a6a +size 8492 diff --git a/results/chronos2_base/CPHL/H/short/predictions.npz b/results/chronos2_base/CPHL/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5f76872dbb25f6009b377a0a6d803622d4af0775 --- /dev/null +++ b/results/chronos2_base/CPHL/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be5d10e1e6be58bce86d7dd64e6f70086ff956528c6a7400311d5d66c443e361 +size 26501 diff --git a/results/chronos2_base/Coastal_T_S/15T/long/config.json b/results/chronos2_base/Coastal_T_S/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b8e162fc3dbcb9f4c8db09c762562b5e31cad8d2 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Coastal_T_S/15T/long/metrics.npz b/results/chronos2_base/Coastal_T_S/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9c5a222cbed7bb01c4e40df515f5b42003b2e988 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05447e8a3a4159d7a65cb3709916bb84bd88b0344ba1f9a995d78c41139e58bb +size 6275 diff --git a/results/chronos2_base/Coastal_T_S/15T/long/predictions.npz b/results/chronos2_base/Coastal_T_S/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..68a085c652d3118ff51ff0e7fa71356a42922408 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02826372da8b1d7d962000087a7ce5f24c2a210855132f5cd0240c8604d457d5 +size 43319 diff --git a/results/chronos2_base/Coastal_T_S/15T/medium/config.json b/results/chronos2_base/Coastal_T_S/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f74713cd24de2954b9df16c34b8ed5dc4a019326 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Coastal_T_S/15T/medium/metrics.npz b/results/chronos2_base/Coastal_T_S/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0fdc5d7192df10e45a690acf3a5df781c3a9f322 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:230f7be44052cc3cfbd114ea8429b6749eca460d06a89dc6330e785c6bc26da3 +size 14854 diff --git a/results/chronos2_base/Coastal_T_S/15T/medium/predictions.npz b/results/chronos2_base/Coastal_T_S/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5afa14dfb069b9d3656f0efcc9255cc86924312d --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f41940b8eaa64f2af48ffcb71a59fd638a34f3b680f391f17a31774cc445437e +size 48383 diff --git a/results/chronos2_base/Coastal_T_S/15T/short/config.json b/results/chronos2_base/Coastal_T_S/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fc2aba417b0a8c8f5a5bf2de8a49e30add075f7d --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Coastal_T_S/15T/short/metrics.npz b/results/chronos2_base/Coastal_T_S/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..93ba20b03f93e308c6ef58503478058c2c7ceca2 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d977dded06f7a3897c0bca7394b08d91456cadacedfead1aa6138045646fc986 +size 102973 diff --git a/results/chronos2_base/Coastal_T_S/15T/short/predictions.npz b/results/chronos2_base/Coastal_T_S/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7fccab245132bed5df9e3f29a96193d4ab219717 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f942125f86990b1328c49efd5f67bbd5f5b55129f49729c6985757a83e720109 +size 65351 diff --git a/results/chronos2_base/Coastal_T_S/20T/long/config.json b/results/chronos2_base/Coastal_T_S/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6ce33912562d640d664c36cca2171082947fe2d7 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/20T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Coastal_T_S/20T/long/metrics.npz b/results/chronos2_base/Coastal_T_S/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2658a6c18b81734930658af5f0c187246dfeabc9 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f39059f8e3f2c2c8f139be082f6d2bc214f6e3e5561c1666db6017c32f753ee +size 2493 diff --git a/results/chronos2_base/Coastal_T_S/20T/long/predictions.npz b/results/chronos2_base/Coastal_T_S/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6e0bab1bf6c4535f4606446f5790d7fa3ef860c2 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b13b73671e85ecd4d77f49ea2863bf11e38b0236460853dd079df2b8d597ac75 +size 5572 diff --git a/results/chronos2_base/Coastal_T_S/20T/medium/config.json b/results/chronos2_base/Coastal_T_S/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d5016ca46c9088f2dd3972691c79e4f36e72002e --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/20T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Coastal_T_S/20T/medium/metrics.npz b/results/chronos2_base/Coastal_T_S/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5b471b04dab7f20134d74887dd849238d28ea473 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1eb8b5eb55186f683544d8e732fc58397f814318137ab2bc401a087848e2f9b +size 4352 diff --git a/results/chronos2_base/Coastal_T_S/20T/medium/predictions.npz b/results/chronos2_base/Coastal_T_S/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..deb37bef40897c17cd2b3a74a4ae01c5a2534ae7 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3257360f2a13a5b48bd73dac3908ac003d6fe07c2a5955a101fe6b418c081537 +size 5622 diff --git a/results/chronos2_base/Coastal_T_S/20T/short/config.json b/results/chronos2_base/Coastal_T_S/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..346dbe98c2beee5e5391a95cb20b623b285e3f73 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/20T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Coastal_T_S/20T/short/metrics.npz b/results/chronos2_base/Coastal_T_S/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fcdc94ce9f6ec32655ea8fe1d1e75ea0b691884f --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:559281c22083b792930403c75a47afe5f4a94ca5f888deaea38a4e5bc144e86e +size 21706 diff --git a/results/chronos2_base/Coastal_T_S/20T/short/predictions.npz b/results/chronos2_base/Coastal_T_S/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7c64078c1510b7b89860f7cddea03193bca8b4a7 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72b5a647dc5f9fcb89178fccb31b5dea676bb1a5e5eff2d4947585a656574b1c +size 6653 diff --git a/results/chronos2_base/Coastal_T_S/5T/long/config.json b/results/chronos2_base/Coastal_T_S/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b4cf9413e00151ebaafd90443b7ae3e167cc143b --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/long", + "num_series": 18, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Coastal_T_S/5T/long/metrics.npz b/results/chronos2_base/Coastal_T_S/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..edb2684878ce254cf7670c6b9e1af21f34f52c86 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35fc7764d3e2c59c09dbf8fd307b180eca3a692567e98e80d3ec0c415f9bacb5 +size 17744 diff --git a/results/chronos2_base/Coastal_T_S/5T/long/predictions.npz b/results/chronos2_base/Coastal_T_S/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..87646e67e8f6f580ff968c58910aa7f525ebb287 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c25af30027e8cc9e589acb0f220dd4ecc8c925dd86b1d2082007d35738398c48 +size 377877 diff --git a/results/chronos2_base/Coastal_T_S/5T/medium/config.json b/results/chronos2_base/Coastal_T_S/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e79a81d0adb83484fe6264b2325c7c712c858432 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/medium", + "num_series": 18, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Coastal_T_S/5T/medium/metrics.npz b/results/chronos2_base/Coastal_T_S/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dc11b7a68256a6e9d34c551a4b2bcef2aa16b2ed --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b503e494ba3318c0be0899cc0ba570da385cf3da6de04d64a2bcee045808270a +size 48537 diff --git a/results/chronos2_base/Coastal_T_S/5T/medium/predictions.npz b/results/chronos2_base/Coastal_T_S/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..552ab26ff1ddf7b9225d100ff2295c08fa4bf5aa --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20a234b3ebf7bc100a19bb5e58784bab9b76bf3642af8f35c02e4a374950032e +size 381675 diff --git a/results/chronos2_base/Coastal_T_S/5T/short/config.json b/results/chronos2_base/Coastal_T_S/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..39969fd5530f48ed22ac7306597db32cea2473d5 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/short", + "num_series": 18, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Coastal_T_S/5T/short/metrics.npz b/results/chronos2_base/Coastal_T_S/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..85c97e10601d098363efb08aa4c09cdc4c09cf91 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f1316a49cdc658a023c3f3b53ef6e3543a4dd143213c7a867b14542397b9731 +size 368575 diff --git a/results/chronos2_base/Coastal_T_S/5T/short/predictions.npz b/results/chronos2_base/Coastal_T_S/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8725d4bd4cb895f99912424c80afaa7f139abcde --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fad116094f100f49a3565ece9448916723ea9ca97abae05772f76b035084be43 +size 448800 diff --git a/results/chronos2_base/Coastal_T_S/H/long/config.json b/results/chronos2_base/Coastal_T_S/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..eadb3a8c9e4da06fc6618359d3bc85fb1e90ab3c --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/long", + "num_series": 24, + "num_windows": 2, + "num_variates": 3, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Coastal_T_S/H/long/metrics.npz b/results/chronos2_base/Coastal_T_S/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2fcd6873b452cd7d907970dc84b90add56a2cf00 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5488668c6de7f2afc78f541f26b5b55bfc08df3526a27f58e355e2b299963670 +size 10391 diff --git a/results/chronos2_base/Coastal_T_S/H/long/predictions.npz b/results/chronos2_base/Coastal_T_S/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a788bc45435977e0a334aecf1d03385696d9653a --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b071757a654d8687c63990391604d6dea46274ab31f3cde51eedafa83568f153 +size 108081 diff --git a/results/chronos2_base/Coastal_T_S/H/medium/config.json b/results/chronos2_base/Coastal_T_S/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..00d1a80fdcbd3014eb1503fa0053112375f34c28 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/medium", + "num_series": 24, + "num_windows": 4, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Coastal_T_S/H/medium/metrics.npz b/results/chronos2_base/Coastal_T_S/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9891e5af7acc79d322fc62cb670023b0d351dd05 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:796a7bbdf9f18fa2449e61b59ce70323963a35ac826f671069dcc1bed5da8140 +size 18631 diff --git a/results/chronos2_base/Coastal_T_S/H/medium/predictions.npz b/results/chronos2_base/Coastal_T_S/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e9697d3758c5dc88de2b82c6b59ff2f3db55dcdf --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f03630aaf56884bc78feb6e4f6a0725642469e98113905b5975a5739acd29f1b +size 115170 diff --git a/results/chronos2_base/Coastal_T_S/H/short/config.json b/results/chronos2_base/Coastal_T_S/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..173cba15d8afb7f8b3353d1294bfeed729018fb6 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/short", + "num_series": 24, + "num_windows": 28, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Coastal_T_S/H/short/metrics.npz b/results/chronos2_base/Coastal_T_S/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ecefb506ccdf004441ca339ca55c5223b83da792 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac8cab24654493d797aa263649bc5c2812ad50c32cfe34fc2d55c7404d5b5bc0 +size 114729 diff --git a/results/chronos2_base/Coastal_T_S/H/short/predictions.npz b/results/chronos2_base/Coastal_T_S/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..80df8defd629db5523f0b030436ffd95c4dda7f1 --- /dev/null +++ b/results/chronos2_base/Coastal_T_S/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49cafe57f254319f177348650a9b9effc62c01cf2879b54a09c986889a60ed24 +size 137631 diff --git a/results/chronos2_base/Commodity_Import/M/short/config.json b/results/chronos2_base/Commodity_Import/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9c7c6d29bc9d2064cee1d89786edc9a7aaf376d3 --- /dev/null +++ b/results/chronos2_base/Commodity_Import/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Commodity_Import/M/short", + "num_series": 8, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Commodity_Import/M/short/metrics.npz b/results/chronos2_base/Commodity_Import/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dca85a3be762099de5fb72c3f4abfabf6c3538c4 --- /dev/null +++ b/results/chronos2_base/Commodity_Import/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ef44912ad8c8e73c5694a56a5cb35423432750fea1c296d9c3f15d0e07758ad +size 4009 diff --git a/results/chronos2_base/Commodity_Import/M/short/predictions.npz b/results/chronos2_base/Commodity_Import/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f9ec7c9cf6a6596c5f3031f5376458b3656b2af7 --- /dev/null +++ b/results/chronos2_base/Commodity_Import/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fced9078150a42b6df07dcb3562efca8c49f7e478a17eb18e97beab06180ae87 +size 5710 diff --git a/results/chronos2_base/Commodity_Production/M/short/config.json b/results/chronos2_base/Commodity_Production/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f34bb8dd06f1e8f38a4e169adc9f6ff55b583f88 --- /dev/null +++ b/results/chronos2_base/Commodity_Production/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Commodity_Production/M/short", + "num_series": 32, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Commodity_Production/M/short/metrics.npz b/results/chronos2_base/Commodity_Production/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..33194a005dedc27b1a381cdce7094d2fe4e99530 --- /dev/null +++ b/results/chronos2_base/Commodity_Production/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb392e89dd7fae11f7d1af23847b9a89a4138dc4f149bb7a1ac1282867a47b91 +size 10865 diff --git a/results/chronos2_base/Commodity_Production/M/short/predictions.npz b/results/chronos2_base/Commodity_Production/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0cac287a31d879dbfcee638cc24138aa6c245be3 --- /dev/null +++ b/results/chronos2_base/Commodity_Production/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f92621330d560ee921fa7db66686b59137ea345e3812e1a4127027670078c41 +size 21273 diff --git a/results/chronos2_base/Crypto/D/short/config.json b/results/chronos2_base/Crypto/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b048935245ecd7339a3d89931e1c5b993d5b56d7 --- /dev/null +++ b/results/chronos2_base/Crypto/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Crypto/D/short", + "num_series": 1, + "num_windows": 9, + "num_variates": 4, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Crypto/D/short/metrics.npz b/results/chronos2_base/Crypto/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8276888e7b19d95989c58c350b8a1ce1fa256d9d --- /dev/null +++ b/results/chronos2_base/Crypto/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4740d61804fbb3c2e46d9433353c95bfce2bc95763f68d67e1b1f973fcd9e3a0 +size 3854 diff --git a/results/chronos2_base/Crypto/D/short/predictions.npz b/results/chronos2_base/Crypto/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2bad2afdf73d0e1cca70aaf2e285c37adc17e6cc --- /dev/null +++ b/results/chronos2_base/Crypto/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6eed9a8e0f97c73f412c820581e734770bb87ef0237f0b90cd8ccb7018fc460 +size 8124 diff --git a/results/chronos2_base/ECDC_COVID/D/short/config.json b/results/chronos2_base/ECDC_COVID/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..37306c97d7e20df0c410a471b14dadaee6dff26a --- /dev/null +++ b/results/chronos2_base/ECDC_COVID/D/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "ECDC_COVID/D/short", + "num_series": 9, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/ECDC_COVID/D/short/metrics.npz b/results/chronos2_base/ECDC_COVID/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8ab3d7468797defe244fe5314eff5c4c5900144d --- /dev/null +++ b/results/chronos2_base/ECDC_COVID/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dda71defb3c6823cad0a4b97c728bb9d18e72b6632579aadd85fe43cb429bc79 +size 4235 diff --git a/results/chronos2_base/ECDC_COVID/D/short/predictions.npz b/results/chronos2_base/ECDC_COVID/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..71e62dd35104e677e73a23c483fd92e7f965eeb5 --- /dev/null +++ b/results/chronos2_base/ECDC_COVID/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef08e69466192e0512ddb2ed7896ac926ed5548ddc150b580e3d5d4d59a71746 +size 12698 diff --git a/results/chronos2_base/ECDC_COVID/W/short/config.json b/results/chronos2_base/ECDC_COVID/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..66af81e37031ae4f4a8e5b2c5368941892cb86c0 --- /dev/null +++ b/results/chronos2_base/ECDC_COVID/W/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "ECDC_COVID/W/short", + "num_series": 16, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/ECDC_COVID/W/short/metrics.npz b/results/chronos2_base/ECDC_COVID/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8e5be43f3ad18f73b14d61302f40f558a4864075 --- /dev/null +++ b/results/chronos2_base/ECDC_COVID/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2fb42f7bbc392f851ac5b6cfe65169ef1acfa63ee7523383495470a6fae4d1f5 +size 5623 diff --git a/results/chronos2_base/ECDC_COVID/W/short/predictions.npz b/results/chronos2_base/ECDC_COVID/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3096d4778f51eb26b1bcbc3fbad67859a2c0a3cb --- /dev/null +++ b/results/chronos2_base/ECDC_COVID/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e002b703c98b692fc99e42bcb277ab48579f6955e258dc68cead8b7accd3a83f +size 10761 diff --git a/results/chronos2_base/EWELD_Load/15T/long/config.json b/results/chronos2_base/EWELD_Load/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..54ed1db9a94d36790c7a584c30e83e107d471c98 --- /dev/null +++ b/results/chronos2_base/EWELD_Load/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/long", + "num_series": 1, + "num_windows": 2, + "num_variates": 10, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/EWELD_Load/15T/long/metrics.npz b/results/chronos2_base/EWELD_Load/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d0fb148e98ff62a0a5d576fa3faa0ffb26bd420c --- /dev/null +++ b/results/chronos2_base/EWELD_Load/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83254a40c0879f027e1f966aac43cec9767d95acfaf96d9ea95ac37d5f82f740 +size 2845 diff --git a/results/chronos2_base/EWELD_Load/15T/long/predictions.npz b/results/chronos2_base/EWELD_Load/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f5935a21fea654d348802618e4ec969590ef2a4d --- /dev/null +++ b/results/chronos2_base/EWELD_Load/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2179d7acde269462a0d95f343d25969dbb2f4bdd217967f948d08123cdc9066 +size 118347 diff --git a/results/chronos2_base/EWELD_Load/15T/medium/config.json b/results/chronos2_base/EWELD_Load/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ac555cdee9dffc5cff5275e021df29fab3a03ea0 --- /dev/null +++ b/results/chronos2_base/EWELD_Load/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/medium", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/EWELD_Load/15T/medium/metrics.npz b/results/chronos2_base/EWELD_Load/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5c7e0518fe2df7b494be05b25732a8e62aad9ef1 --- /dev/null +++ b/results/chronos2_base/EWELD_Load/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6f5114cdad677d5152825a669b546de3602525e29fe8416802b54f7be0940ca +size 10222 diff --git a/results/chronos2_base/EWELD_Load/15T/medium/predictions.npz b/results/chronos2_base/EWELD_Load/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..94407a45344ce8ea5e59961f3b37c1f366bb1f38 --- /dev/null +++ b/results/chronos2_base/EWELD_Load/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d9c1a7ed5c41118c0dbde6d85d78ab8d234f80f60663b52c9b2434704396d1e9 +size 127013 diff --git a/results/chronos2_base/EWELD_Load/15T/short/config.json b/results/chronos2_base/EWELD_Load/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ed5bda96de52eef4da3faddedaa681544d82dc35 --- /dev/null +++ b/results/chronos2_base/EWELD_Load/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/short", + "num_series": 1, + "num_windows": 56, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/EWELD_Load/15T/short/metrics.npz b/results/chronos2_base/EWELD_Load/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c7421c320955685d086f87c7efcc786c30051e1b --- /dev/null +++ b/results/chronos2_base/EWELD_Load/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10db6f98df13a616d2317c389eb0d72c1364fafce287c849f4028da7397bd3f3 +size 34466 diff --git a/results/chronos2_base/EWELD_Load/15T/short/predictions.npz b/results/chronos2_base/EWELD_Load/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..09904c746711d98e5574a133b6bcf177b13c03df --- /dev/null +++ b/results/chronos2_base/EWELD_Load/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa09f88b2fbaf62ac089748c4f0834560d9881e52b7b0d5e6b44f65a70c7a43d +size 131887 diff --git a/results/chronos2_base/Finland_Traffic/15T/long/config.json b/results/chronos2_base/Finland_Traffic/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..24eba1952dc499c4cfa4eb6fabebe49cf48cdaa8 --- /dev/null +++ b/results/chronos2_base/Finland_Traffic/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Finland_Traffic/15T/long/metrics.npz b/results/chronos2_base/Finland_Traffic/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b73b97aebd8fda4efa77ada4bbe6c14df0358db4 --- /dev/null +++ b/results/chronos2_base/Finland_Traffic/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3844e5c368e8faba8e128bfe0d64c2d62c6a593d5a58c7048c63285be0cd50a3 +size 1764 diff --git a/results/chronos2_base/Finland_Traffic/15T/long/predictions.npz b/results/chronos2_base/Finland_Traffic/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..79176337897d326ca7d913680d490bad8e9d256d --- /dev/null +++ b/results/chronos2_base/Finland_Traffic/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2edf6ea0fac3c719b6cb2d69a91d6fdbd0a188dc6c2eb269eb15d5d1893aeaa3 +size 26854 diff --git a/results/chronos2_base/Finland_Traffic/15T/medium/config.json b/results/chronos2_base/Finland_Traffic/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a6ea40bb7262ec3731440ea9ea5fa88b03c263ba --- /dev/null +++ b/results/chronos2_base/Finland_Traffic/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/medium", + "num_series": 1, + "num_windows": 31, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Finland_Traffic/15T/medium/metrics.npz b/results/chronos2_base/Finland_Traffic/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dbbc4e840b505f06169cc5721fcff573154bb609 --- /dev/null +++ b/results/chronos2_base/Finland_Traffic/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6d37997b46e1de8ccca7b2460e6bc830a7660050f53b83ab7a806a0ce9e240c +size 3377 diff --git a/results/chronos2_base/Finland_Traffic/15T/medium/predictions.npz b/results/chronos2_base/Finland_Traffic/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..187aabf6d38418d6e3cba4386b90d6308b97bd1c --- /dev/null +++ b/results/chronos2_base/Finland_Traffic/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:882a25e48339996352d5f4a3a43eb14b64335a5a6cbb7670ad8f01dbb0f832ec +size 31414 diff --git a/results/chronos2_base/Finland_Traffic/15T/short/config.json b/results/chronos2_base/Finland_Traffic/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b241c5a334e26983e8ed4cbcca2fd0c09ba589c5 --- /dev/null +++ b/results/chronos2_base/Finland_Traffic/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/short", + "num_series": 1, + "num_windows": 186, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Finland_Traffic/15T/short/metrics.npz b/results/chronos2_base/Finland_Traffic/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ca6395a7083de52c646a2714de0414707fdfd1c8 --- /dev/null +++ b/results/chronos2_base/Finland_Traffic/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc3e06d462da790e27ccd9f4f51d6884af1b806723ab153708b1c76131f8bd70 +size 11523 diff --git a/results/chronos2_base/Finland_Traffic/15T/short/predictions.npz b/results/chronos2_base/Finland_Traffic/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..778d610397a0c07262acfca8c279fea28f1ff134 --- /dev/null +++ b/results/chronos2_base/Finland_Traffic/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2fb15d61a4cc391fd116b9855447f76db70bae0f7988ac92c63dd7be1a59685d +size 31591 diff --git a/results/chronos2_base/Global_Influenza/W/short/config.json b/results/chronos2_base/Global_Influenza/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..31b13801ff439972c0abe98cb99667faadd60c13 --- /dev/null +++ b/results/chronos2_base/Global_Influenza/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Global_Influenza/W/short", + "num_series": 15, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Global_Influenza/W/short/metrics.npz b/results/chronos2_base/Global_Influenza/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3c5a55485ad4ed80f3325ef855c3c6e5de802c30 --- /dev/null +++ b/results/chronos2_base/Global_Influenza/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c4bba5ed8afea7b7e5d4a75ec86b2584dd05636476796b4ec7baa3d2e89212a +size 14743 diff --git a/results/chronos2_base/Global_Influenza/W/short/predictions.npz b/results/chronos2_base/Global_Influenza/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..67398052ebc6f700e75a4c45c903bfd387e1bba6 --- /dev/null +++ b/results/chronos2_base/Global_Influenza/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2aed7f207eac7f86fcf86d49404b2e4d25b71e5ed03f5f89415be0cf98d0f67e +size 37855 diff --git a/results/chronos2_base/Global_Price/Q/short/config.json b/results/chronos2_base/Global_Price/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f9bc72462fc03d6965e3d04325eb1cb9f5c38450 --- /dev/null +++ b/results/chronos2_base/Global_Price/Q/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Global_Price/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 60, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Global_Price/Q/short/metrics.npz b/results/chronos2_base/Global_Price/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..82af28bd0866be4b8f9221fb01d591e24776eaa0 --- /dev/null +++ b/results/chronos2_base/Global_Price/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7491b5b057ee3939912386ddffaa5209c1d9ebcb934ddeaa25b91103a0e1efff +size 19087 diff --git a/results/chronos2_base/Global_Price/Q/short/predictions.npz b/results/chronos2_base/Global_Price/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7ec8290834fa90b873b8fe749515f3dd65d6a950 --- /dev/null +++ b/results/chronos2_base/Global_Price/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d62bbe283e130dc0baa2b07e0e976503fd3f784f56c19c633cffcb6bccb3a1e +size 15504 diff --git a/results/chronos2_base/Housing_Inventory/M/short/config.json b/results/chronos2_base/Housing_Inventory/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dca85b17070dd172739caf64d9cdcb56063e75fe --- /dev/null +++ b/results/chronos2_base/Housing_Inventory/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Housing_Inventory/M/short", + "num_series": 1, + "num_windows": 3, + "num_variates": 4, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Housing_Inventory/M/short/metrics.npz b/results/chronos2_base/Housing_Inventory/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4d22fc93f3e40f599503021af0f66bedfa4a0a9b --- /dev/null +++ b/results/chronos2_base/Housing_Inventory/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c077660601ca021ff974d6463f4c9391c7cd52f6bd5553532dd4f2c721615f07 +size 2232 diff --git a/results/chronos2_base/Housing_Inventory/M/short/predictions.npz b/results/chronos2_base/Housing_Inventory/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..25de8eaa0b616fe92f3831aa95635936c29f2000 --- /dev/null +++ b/results/chronos2_base/Housing_Inventory/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f65eea106601d1b83abaef0f9fc6b5d39722db90ed3f4f14da40da1a5b629823 +size 2052 diff --git a/results/chronos2_base/JOLTS/M/short/config.json b/results/chronos2_base/JOLTS/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a1ee1b109f4e1343a508317af7310e93b3ab198d --- /dev/null +++ b/results/chronos2_base/JOLTS/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "JOLTS/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/JOLTS/M/short/metrics.npz b/results/chronos2_base/JOLTS/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..085cb1bbd766dcd7bb79f59135b5c9ef6af8dd4c --- /dev/null +++ b/results/chronos2_base/JOLTS/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d40e7dfdd2d3db84bf35b50a0263d67a517b157d62bf767e8f738b3421c0597c +size 3299 diff --git a/results/chronos2_base/JOLTS/M/short/predictions.npz b/results/chronos2_base/JOLTS/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d4a21843bd946b9fd996a7f4032d44cd4cd2744a --- /dev/null +++ b/results/chronos2_base/JOLTS/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:559587cc561e40b5810f8bacca526041cf7fe6179f5442fafc30d280083c9ab5 +size 4706 diff --git a/results/chronos2_base/Job_Claims/W/short/config.json b/results/chronos2_base/Job_Claims/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6708d15e87c699cc033666b251124dcbfd8009fe --- /dev/null +++ b/results/chronos2_base/Job_Claims/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Job_Claims/W/short", + "num_series": 1, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Job_Claims/W/short/metrics.npz b/results/chronos2_base/Job_Claims/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4eeff30f9d8fb2138eae01e2ae7c1ab721d64ab0 --- /dev/null +++ b/results/chronos2_base/Job_Claims/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5d76312c49a649d31be103dbc70d70cb834b4e1d1fe19fbe901490c1dca4b1e +size 2021 diff --git a/results/chronos2_base/Job_Claims/W/short/predictions.npz b/results/chronos2_base/Job_Claims/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9c1476c8e3d84e3d533ffa0add8aab66bae9f760 --- /dev/null +++ b/results/chronos2_base/Job_Claims/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a0b5bcd31eaada7786c9ed86430298467a83883fcf1c36def708a3b59abfb9f +size 1077 diff --git a/results/chronos2_base/MetroPT-3/5T/long/config.json b/results/chronos2_base/MetroPT-3/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9add20a7d3f497623bd3387c708a1b18860d7397 --- /dev/null +++ b/results/chronos2_base/MetroPT-3/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/long", + "num_series": 1, + "num_windows": 3, + "num_variates": 6, + "prediction_length": 576, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/MetroPT-3/5T/long/metrics.npz b/results/chronos2_base/MetroPT-3/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a67337805c04b3abcba16f2b76688a834ccd3cec --- /dev/null +++ b/results/chronos2_base/MetroPT-3/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8684d91f8c15e4d3e5ff025255f13d64019259d996e29825a2107718a0915a0 +size 2708 diff --git a/results/chronos2_base/MetroPT-3/5T/long/predictions.npz b/results/chronos2_base/MetroPT-3/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..034981a1e64afed4f67d99e2d9d150ff25ea0773 --- /dev/null +++ b/results/chronos2_base/MetroPT-3/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2fda31745a4473d38940e86d539fae07ce1c750b4c21e8b1adb76a461819db19 +size 53642 diff --git a/results/chronos2_base/MetroPT-3/5T/medium/config.json b/results/chronos2_base/MetroPT-3/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..43aa66430e6a3c37f8d3e928e59b5103b6df03f0 --- /dev/null +++ b/results/chronos2_base/MetroPT-3/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/medium", + "num_series": 1, + "num_windows": 6, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/MetroPT-3/5T/medium/metrics.npz b/results/chronos2_base/MetroPT-3/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0131c385331ebb9fe4fcc375279342d0f6718d7e --- /dev/null +++ b/results/chronos2_base/MetroPT-3/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:871f698997827745c7b226213b20c48e9fafb7e7293970b158ed44ce9bae3cc6 +size 3906 diff --git a/results/chronos2_base/MetroPT-3/5T/medium/predictions.npz b/results/chronos2_base/MetroPT-3/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d96c3e9bc1f9132335c0b105d289af243fc13d7e --- /dev/null +++ b/results/chronos2_base/MetroPT-3/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:806732a1064af18cc959f98c96ab6e311e3303fefd9f48498a7e418a6b034e66 +size 56318 diff --git a/results/chronos2_base/MetroPT-3/5T/short/config.json b/results/chronos2_base/MetroPT-3/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..723303fa8c8e876172289bd003046ee063a32324 --- /dev/null +++ b/results/chronos2_base/MetroPT-3/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/short", + "num_series": 1, + "num_windows": 36, + "num_variates": 6, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/MetroPT-3/5T/short/metrics.npz b/results/chronos2_base/MetroPT-3/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1f86cf494c3e4c32b686d16e9822a74d67b87aeb --- /dev/null +++ b/results/chronos2_base/MetroPT-3/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c55e3cba50f3fc82fa3c62ffcef0e714bd3c3aa54b58a35b388f63046d48056a +size 14410 diff --git a/results/chronos2_base/MetroPT-3/5T/short/predictions.npz b/results/chronos2_base/MetroPT-3/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0158c048527cae3ebb718c40b7f279b8decad0f7 --- /dev/null +++ b/results/chronos2_base/MetroPT-3/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c048427f14dc2e20d76dcae45a180032865566cffbb1ef7bc7b55a18c2bfe1cf +size 78379 diff --git a/results/chronos2_base/NE_China_Wind/H/long/config.json b/results/chronos2_base/NE_China_Wind/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0f940249ee7e61d47c27baf2d1eaeeb4ac12d80c --- /dev/null +++ b/results/chronos2_base/NE_China_Wind/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/NE_China_Wind/H/long/metrics.npz b/results/chronos2_base/NE_China_Wind/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..64dcf9af4e7afee9db459b55060cfe3a7a28aa92 --- /dev/null +++ b/results/chronos2_base/NE_China_Wind/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3788c17df7a6a80c9929296c06f6989a05fc17c0534a04d16798328222c13a27 +size 2557 diff --git a/results/chronos2_base/NE_China_Wind/H/long/predictions.npz b/results/chronos2_base/NE_China_Wind/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..582d293f14c9e473c5162f26e8a076e92bd5b59e --- /dev/null +++ b/results/chronos2_base/NE_China_Wind/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e43d70c49572f50972bf20f099753d7a0a92419e4b96f9f6624b2d6b25e03e03 +size 25661 diff --git a/results/chronos2_base/NE_China_Wind/H/medium/config.json b/results/chronos2_base/NE_China_Wind/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..41146e74b5afc596b7d3f38e7e2d0533c4c0e6ce --- /dev/null +++ b/results/chronos2_base/NE_China_Wind/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/medium", + "num_series": 1, + "num_windows": 10, + "num_variates": 4, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/NE_China_Wind/H/medium/metrics.npz b/results/chronos2_base/NE_China_Wind/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..99a81bcbf3c4fafb0536f90405a4833d623f9ff4 --- /dev/null +++ b/results/chronos2_base/NE_China_Wind/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7cfcd6d897f7da90ea16ed47d9a6ec65afe1a3c3d82a0dc06205b2e6886be1cc +size 4147 diff --git a/results/chronos2_base/NE_China_Wind/H/medium/predictions.npz b/results/chronos2_base/NE_China_Wind/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4cc79fb9916c151ceb49dffc47acb33fb0107351 --- /dev/null +++ b/results/chronos2_base/NE_China_Wind/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:570a9156da165629c61bf68ea1ff1958c111e2bf251b33641b4f69c11e354f54 +size 29151 diff --git a/results/chronos2_base/NE_China_Wind/H/short/config.json b/results/chronos2_base/NE_China_Wind/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7d912ded4a10d4f0d77b5d12412931b67e6e25e8 --- /dev/null +++ b/results/chronos2_base/NE_China_Wind/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/short", + "num_series": 1, + "num_windows": 30, + "num_variates": 4, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/NE_China_Wind/H/short/metrics.npz b/results/chronos2_base/NE_China_Wind/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2a4a6d275c696b13dde3ba38baa700aa67acfecb --- /dev/null +++ b/results/chronos2_base/NE_China_Wind/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:265cfb3f0bf78cf5bef7e0e466ca54f0d418c3521669b6da382b4a3bdcc16da8 +size 8953 diff --git a/results/chronos2_base/NE_China_Wind/H/short/predictions.npz b/results/chronos2_base/NE_China_Wind/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..46cf2b249160d13db6632ded6808c95646c431b6 --- /dev/null +++ b/results/chronos2_base/NE_China_Wind/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f5e4144a9911d3cb73882298b68b802df014de9647c0d8ce44b4bb1f5d3e395 +size 30384 diff --git a/results/chronos2_base/Oil_Price/B/short/config.json b/results/chronos2_base/Oil_Price/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a41870695cfdc2253f8d4ab972a6971147d6828a --- /dev/null +++ b/results/chronos2_base/Oil_Price/B/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Oil_Price/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 12, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Oil_Price/B/short/metrics.npz b/results/chronos2_base/Oil_Price/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..63463a509de5863a30489a6de8e6b3f50d8e5342 --- /dev/null +++ b/results/chronos2_base/Oil_Price/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c800c6dfe5eb24fa977f397a7b9e56eabbef7036d1e724ab4e46127b849b365b +size 26245 diff --git a/results/chronos2_base/Oil_Price/B/short/predictions.npz b/results/chronos2_base/Oil_Price/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9dc050b1a56b9433c99df3518c8291559cc8feff --- /dev/null +++ b/results/chronos2_base/Oil_Price/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c5976891effdb050f2745207ac22e8cfe2a2540cce7e252850f84d024b8510e +size 40599 diff --git a/results/chronos2_base/Online_Retail_2_UCI/D/short/config.json b/results/chronos2_base/Online_Retail_2_UCI/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..14cd783dcf5aa3074658e5bd28e8e708e39a5121 --- /dev/null +++ b/results/chronos2_base/Online_Retail_2_UCI/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Online_Retail_2_UCI/D/short", + "num_series": 1, + "num_windows": 6, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Online_Retail_2_UCI/D/short/metrics.npz b/results/chronos2_base/Online_Retail_2_UCI/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0731ac12a1ecb3693eec013b1da821acadf64d8d --- /dev/null +++ b/results/chronos2_base/Online_Retail_2_UCI/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44a99a67205526a99ee2962c6acacba6bf58df079c84b56b5c58a87cb982895a +size 1896 diff --git a/results/chronos2_base/Online_Retail_2_UCI/D/short/predictions.npz b/results/chronos2_base/Online_Retail_2_UCI/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8d9f3e031d7612c3b48c88e3db8d89e2a1b5232f --- /dev/null +++ b/results/chronos2_base/Online_Retail_2_UCI/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f9792b3b3d8fa179db5155344bf8f1c19e1bcda9ea5e14889577d0050f631c4 +size 2788 diff --git a/results/chronos2_base/OpenElectricity_NEM/5T/long/config.json b/results/chronos2_base/OpenElectricity_NEM/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2bbb0481f57dd1e56cef8204eed9b8a32f016ede --- /dev/null +++ b/results/chronos2_base/OpenElectricity_NEM/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/long", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/OpenElectricity_NEM/5T/long/metrics.npz b/results/chronos2_base/OpenElectricity_NEM/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..87d170e670730db555d7a99e23fbe43e854fd45e --- /dev/null +++ b/results/chronos2_base/OpenElectricity_NEM/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73cadc42f04565388d538a588789535b3f20ce5a7706fbabde4df7231c05eae7 +size 10229 diff --git a/results/chronos2_base/OpenElectricity_NEM/5T/long/predictions.npz b/results/chronos2_base/OpenElectricity_NEM/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..652ba7da540f027c014286b807a4a0d2d827eb7e --- /dev/null +++ b/results/chronos2_base/OpenElectricity_NEM/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8578db7ed77cf63eb573a82f75d97b6c7f2c62cba07e4152323782ff4e10ed58 +size 293573 diff --git a/results/chronos2_base/OpenElectricity_NEM/5T/medium/config.json b/results/chronos2_base/OpenElectricity_NEM/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..54b981cc88307ddbf851cc5ecd1e0ab9046e5c4c --- /dev/null +++ b/results/chronos2_base/OpenElectricity_NEM/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/medium", + "num_series": 1, + "num_windows": 42, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/OpenElectricity_NEM/5T/medium/metrics.npz b/results/chronos2_base/OpenElectricity_NEM/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d2f0de9b7d79486a160af24b5650458626b18897 --- /dev/null +++ b/results/chronos2_base/OpenElectricity_NEM/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c84f189dfe1d3e3451fc72659a44e7192c77acd7304a6852e41e450d546cad6 +size 26300 diff --git a/results/chronos2_base/OpenElectricity_NEM/5T/medium/predictions.npz b/results/chronos2_base/OpenElectricity_NEM/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b5e0d4f813109543e639d77a9f87aec0db8f8696 --- /dev/null +++ b/results/chronos2_base/OpenElectricity_NEM/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2604927ddd0686e1b457fd1c0299350d671baccf2ec264db0debbc03f3bdf8f1 +size 288711 diff --git a/results/chronos2_base/OpenElectricity_NEM/5T/short/config.json b/results/chronos2_base/OpenElectricity_NEM/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2d45109df8c28b38098a2d7bdfada481a8789a27 --- /dev/null +++ b/results/chronos2_base/OpenElectricity_NEM/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/short", + "num_series": 1, + "num_windows": 168, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/OpenElectricity_NEM/5T/short/metrics.npz b/results/chronos2_base/OpenElectricity_NEM/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d0c06208fade7bf392351b05903e2f867a95006a --- /dev/null +++ b/results/chronos2_base/OpenElectricity_NEM/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15746c5ee75e609c311474ca4615fab33d6d05107013b00675fae8dd0d19c607 +size 98035 diff --git a/results/chronos2_base/OpenElectricity_NEM/5T/short/predictions.npz b/results/chronos2_base/OpenElectricity_NEM/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f0edd938d8ee16aa68d8187a6cb786faf99948f7 --- /dev/null +++ b/results/chronos2_base/OpenElectricity_NEM/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f68fb9379dbf0f328e31092d4cf37d3943efcd7903f3c0bd49a34ffcf65b754 +size 288402 diff --git a/results/chronos2_base/Port_Activity/D/short/config.json b/results/chronos2_base/Port_Activity/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3ca53c40a97209e67654eccd7395a1881e40629d --- /dev/null +++ b/results/chronos2_base/Port_Activity/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Port_Activity/D/short", + "num_series": 99, + "num_windows": 12, + "num_variates": 2, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Port_Activity/D/short/metrics.npz b/results/chronos2_base/Port_Activity/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c0133352967802ae796d49f26e93a85a9283264e --- /dev/null +++ b/results/chronos2_base/Port_Activity/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:654f0192c71508f10e1f70fb60caad57ef83632c1f91cd3740e0eb86b896acbd +size 141183 diff --git a/results/chronos2_base/Port_Activity/D/short/predictions.npz b/results/chronos2_base/Port_Activity/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4ac6269b85dd2d0d1f0d3411c5eea1b3f7583c9e --- /dev/null +++ b/results/chronos2_base/Port_Activity/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99b59fc8c6df7dffbc9d470324e57928296b5edd6c8122240984b20a1d293dd7 +size 759304 diff --git a/results/chronos2_base/Port_Activity/W/short/config.json b/results/chronos2_base/Port_Activity/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..438e2bfc7642846d0252af494e2a5f36c027d438 --- /dev/null +++ b/results/chronos2_base/Port_Activity/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Port_Activity/W/short", + "num_series": 99, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Port_Activity/W/short/metrics.npz b/results/chronos2_base/Port_Activity/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3d2f2f45ecd3071f76b61b6ee94651d040b56083 --- /dev/null +++ b/results/chronos2_base/Port_Activity/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5da5e363caaf3ca65f30cf315df00fb731ba79035eeb1e9e88404ec1cd401144 +size 47824 diff --git a/results/chronos2_base/Port_Activity/W/short/predictions.npz b/results/chronos2_base/Port_Activity/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c9e4255764600372e7e1aeb5e7d450daf30bc5ea --- /dev/null +++ b/results/chronos2_base/Port_Activity/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:378de7c38a53684243571e4ba70f48c05aaa1f67f176b8680a3cc03ffd2fe0fa +size 95268 diff --git a/results/chronos2_base/SG_Carpark/15T/long/config.json b/results/chronos2_base/SG_Carpark/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fa97505d02e1c3adf78a81f349fd344d8144ec5c --- /dev/null +++ b/results/chronos2_base/SG_Carpark/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/long", + "num_series": 354, + "num_windows": 1, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/SG_Carpark/15T/long/metrics.npz b/results/chronos2_base/SG_Carpark/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..00d9796d143c939d5d99a3ddf0eafece5e98534f --- /dev/null +++ b/results/chronos2_base/SG_Carpark/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4539a76863ed45e97beda7697a07dd4d79ebac6dfe088e2210d9f6150f6cbc3 +size 20999 diff --git a/results/chronos2_base/SG_Carpark/15T/long/predictions.npz b/results/chronos2_base/SG_Carpark/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..24645be2b681b45e989b0ee0ce8ecd5a703bab19 --- /dev/null +++ b/results/chronos2_base/SG_Carpark/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da0a7ea1e6295cf409ee23846cdc3fa0d5fe9c3c2b9cf82c64a1d818f7c5833b +size 1302422 diff --git a/results/chronos2_base/SG_Carpark/15T/medium/config.json b/results/chronos2_base/SG_Carpark/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..237e48e7877cd3edee07f44c6745dca49f8c95e7 --- /dev/null +++ b/results/chronos2_base/SG_Carpark/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/medium", + "num_series": 354, + "num_windows": 7, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/SG_Carpark/15T/medium/metrics.npz b/results/chronos2_base/SG_Carpark/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8c349b2ab3627765d815e64e2ca20e55d5087cd9 --- /dev/null +++ b/results/chronos2_base/SG_Carpark/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43a9c5134c560a71a5ae3fb980bd19a9199d11f971063023f0aeecfefcdc2f8e +size 128673 diff --git a/results/chronos2_base/SG_Carpark/15T/medium/predictions.npz b/results/chronos2_base/SG_Carpark/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ea82a6e25bc0ae0d838cce8100f197dea5d9d421 --- /dev/null +++ b/results/chronos2_base/SG_Carpark/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ee103fd74d91a440c5400d474d16ee5ee7a5bf36c857d2853f3bf0b9caa121c +size 1315124 diff --git a/results/chronos2_base/SG_Carpark/15T/short/config.json b/results/chronos2_base/SG_Carpark/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..be439fedb28e3a9517ba5ef2f398f74dcd25ccbc --- /dev/null +++ b/results/chronos2_base/SG_Carpark/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/short", + "num_series": 354, + "num_windows": 42, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/SG_Carpark/15T/short/metrics.npz b/results/chronos2_base/SG_Carpark/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d92feda0228d8788cf40151b4f75167b8e885711 --- /dev/null +++ b/results/chronos2_base/SG_Carpark/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb45b782c53db409be556d76391d8197052be678ece457ba4059213253530d7d +size 675892 diff --git a/results/chronos2_base/SG_Carpark/15T/short/predictions.npz b/results/chronos2_base/SG_Carpark/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0ed31006030ac74d12e5871aaa890512fde2ea06 --- /dev/null +++ b/results/chronos2_base/SG_Carpark/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:134736af1ef70065026863dbf0be7997925ba90282d11676dfb0bda5e1d33801 +size 1338080 diff --git a/results/chronos2_base/SG_PM25/H/long/config.json b/results/chronos2_base/SG_PM25/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..94e4e6204967d43b49e5af1add94a322f0192adc --- /dev/null +++ b/results/chronos2_base/SG_PM25/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/long", + "num_series": 1, + "num_windows": 13, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/SG_PM25/H/long/metrics.npz b/results/chronos2_base/SG_PM25/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..08fde0f7792efb147ed42bd72a46fb501dc3cf14 --- /dev/null +++ b/results/chronos2_base/SG_PM25/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5198b295f84ea7366c470119c50177490665a3afd29a61b8413f04ed7442158a +size 5456 diff --git a/results/chronos2_base/SG_PM25/H/long/predictions.npz b/results/chronos2_base/SG_PM25/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..38a4a16a8c62a6d6f16b44b22411fb6be24b8663 --- /dev/null +++ b/results/chronos2_base/SG_PM25/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6d21791d4be4f5c0d6f40c2b365ed18c8c41ceb42087cfc4c6fb0579542f901 +size 98442 diff --git a/results/chronos2_base/SG_PM25/H/medium/config.json b/results/chronos2_base/SG_PM25/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7d4c8289200ead12d8add3d3c561906015384cb5 --- /dev/null +++ b/results/chronos2_base/SG_PM25/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/medium", + "num_series": 1, + "num_windows": 30, + "num_variates": 5, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/SG_PM25/H/medium/metrics.npz b/results/chronos2_base/SG_PM25/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b5be75d5d73acec62906a7f242aea9d173a45247 --- /dev/null +++ b/results/chronos2_base/SG_PM25/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9774e9f582aef3ada774ea7dab9c394d5cba0d0332119eb7a6ab4f730ed92325 +size 9854 diff --git a/results/chronos2_base/SG_PM25/H/medium/predictions.npz b/results/chronos2_base/SG_PM25/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2ae031ab440544a0335f37345d4cb62bf252ff57 --- /dev/null +++ b/results/chronos2_base/SG_PM25/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4367d80b0cb14dd223d6d6b544fef521e6e092fc3e866574de66e434acbd2a92 +size 100030 diff --git a/results/chronos2_base/SG_PM25/H/short/config.json b/results/chronos2_base/SG_PM25/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2326331180d427e7d7770a363db6733cdf6cc67d --- /dev/null +++ b/results/chronos2_base/SG_PM25/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/short", + "num_series": 1, + "num_windows": 92, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/SG_PM25/H/short/metrics.npz b/results/chronos2_base/SG_PM25/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..61b312829e8671f0666df8e58a29642a1ccf76ac --- /dev/null +++ b/results/chronos2_base/SG_PM25/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb147651530a003ef77db2f614df1cef25172df76cf2a9393acf7feae762eb43 +size 25400 diff --git a/results/chronos2_base/SG_PM25/H/short/predictions.npz b/results/chronos2_base/SG_PM25/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..19684db404675a9c952fbdfb422b6865d71fdd72 --- /dev/null +++ b/results/chronos2_base/SG_PM25/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b81accfc932e2b820e17ba10af1ec213bacde2e5e4bdc0a2ab0e37b4ac53729 +size 105593 diff --git a/results/chronos2_base/SG_Weather/D/long/config.json b/results/chronos2_base/SG_Weather/D/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4aa08545f6e1a3b16f8a74d24f8bef6f822c3147 --- /dev/null +++ b/results/chronos2_base/SG_Weather/D/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/long", + "num_series": 6, + "num_windows": 26, + "num_variates": 4, + "prediction_length": 14, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/SG_Weather/D/long/metrics.npz b/results/chronos2_base/SG_Weather/D/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..43a7ab00dde30d9f3136e764d65bd33a252c2dad --- /dev/null +++ b/results/chronos2_base/SG_Weather/D/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b5fe0328f4a471b3fab67652ef7a9d9adbb6c93f202c3416f29208127baafb3 +size 37704 diff --git a/results/chronos2_base/SG_Weather/D/long/predictions.npz b/results/chronos2_base/SG_Weather/D/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c5b9a74abaa3a7da65e17027617da0c369e62647 --- /dev/null +++ b/results/chronos2_base/SG_Weather/D/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b89340fd3ecfdc89573b24875cc9dbdfe3de065176e1b0cf9c51929355a4a94 +size 58121 diff --git a/results/chronos2_base/SG_Weather/D/medium/config.json b/results/chronos2_base/SG_Weather/D/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9a71214ae499f63c601dde4fbe4c8693df350fe7 --- /dev/null +++ b/results/chronos2_base/SG_Weather/D/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/medium", + "num_series": 6, + "num_windows": 52, + "num_variates": 4, + "prediction_length": 7, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/SG_Weather/D/medium/metrics.npz b/results/chronos2_base/SG_Weather/D/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9873feb8cd994197a01e4c2fe56779ad23b58a1b --- /dev/null +++ b/results/chronos2_base/SG_Weather/D/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc25572a2fb9b2c5f0ac7d6d06ab2d3f2aa51f51a82ed00e5aef1abd72bcaa00 +size 71316 diff --git a/results/chronos2_base/SG_Weather/D/medium/predictions.npz b/results/chronos2_base/SG_Weather/D/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..109ee8d36358417f2528e17bfce4b45040a77ae7 --- /dev/null +++ b/results/chronos2_base/SG_Weather/D/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3058e28b8560c91b01e2eb194c77042580883044c683416b2c93a5dd9928ff45 +size 66671 diff --git a/results/chronos2_base/SG_Weather/D/short/config.json b/results/chronos2_base/SG_Weather/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dfe8533858d1322cc0eb819acefae916bd634068 --- /dev/null +++ b/results/chronos2_base/SG_Weather/D/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/short", + "num_series": 6, + "num_windows": 122, + "num_variates": 4, + "prediction_length": 3, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/SG_Weather/D/short/metrics.npz b/results/chronos2_base/SG_Weather/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4dccac9ace1f94ddc4289db436e7f644e3559aae --- /dev/null +++ b/results/chronos2_base/SG_Weather/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e61260b239e5cee2db5909d8e248e9ee84e0b0105d045ffdc9c7c65234d3b8ac +size 158721 diff --git a/results/chronos2_base/SG_Weather/D/short/predictions.npz b/results/chronos2_base/SG_Weather/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4f2a34725329d0cd5d61d70b9999dbbf5cab6324 --- /dev/null +++ b/results/chronos2_base/SG_Weather/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea7ce8fc101f90a8f7b960f59de3a7fd2252727f19055bde29501d745d51a641 +size 80116 diff --git a/results/chronos2_base/Smart_Manufacturing/H/long/config.json b/results/chronos2_base/Smart_Manufacturing/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e91d4fe1f2452f98f4efed33fa31975f264f5c8b --- /dev/null +++ b/results/chronos2_base/Smart_Manufacturing/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/long", + "num_series": 34, + "num_windows": 1, + "num_variates": 5, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Smart_Manufacturing/H/long/metrics.npz b/results/chronos2_base/Smart_Manufacturing/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d5de63f10b35d3a22640988def481cd3838d13c1 --- /dev/null +++ b/results/chronos2_base/Smart_Manufacturing/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52a509a05f5f8a81a98a73e66dfc980251d5290347dcb8835ffb436f5a43f7a9 +size 12148 diff --git a/results/chronos2_base/Smart_Manufacturing/H/long/predictions.npz b/results/chronos2_base/Smart_Manufacturing/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c666ca316c90e920459e400dbf69167df1335cb1 --- /dev/null +++ b/results/chronos2_base/Smart_Manufacturing/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d17307503407a07e4d808d97362a8d077d76c7ea7b9fd733f53c5680ae2d6e95 +size 114525 diff --git a/results/chronos2_base/Smart_Manufacturing/H/medium/config.json b/results/chronos2_base/Smart_Manufacturing/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e655f63f5cca73c43d65a52a1a73ff49527a7eb4 --- /dev/null +++ b/results/chronos2_base/Smart_Manufacturing/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/medium", + "num_series": 34, + "num_windows": 2, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Smart_Manufacturing/H/medium/metrics.npz b/results/chronos2_base/Smart_Manufacturing/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..77840016d6bf58cc4db624353d0e4bab0be8a2a2 --- /dev/null +++ b/results/chronos2_base/Smart_Manufacturing/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19fecdcc01eb0beaea5b435dc2731e1bc0f108462eaa6948987e056321259a96 +size 22281 diff --git a/results/chronos2_base/Smart_Manufacturing/H/medium/predictions.npz b/results/chronos2_base/Smart_Manufacturing/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..18fef87ecc914124ffe23152c7d00625cbd3b3e0 --- /dev/null +++ b/results/chronos2_base/Smart_Manufacturing/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3bbb81dc8b0994da2c4b4d22be62378158ebe97a6293d09e1ed2d0e3e9ee0fc +size 130862 diff --git a/results/chronos2_base/Smart_Manufacturing/H/short/config.json b/results/chronos2_base/Smart_Manufacturing/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a44c432e2a1b8a11a6c770836a78964228143d39 --- /dev/null +++ b/results/chronos2_base/Smart_Manufacturing/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/short", + "num_series": 34, + "num_windows": 14, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Smart_Manufacturing/H/short/metrics.npz b/results/chronos2_base/Smart_Manufacturing/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a75abbab5baa7049f8a195890f81d80e261643c7 --- /dev/null +++ b/results/chronos2_base/Smart_Manufacturing/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f94416733344b507f7ccb10a7623f69078dc9a716b6bfcbc1bfc88727aae9f5 +size 140793 diff --git a/results/chronos2_base/Smart_Manufacturing/H/short/predictions.npz b/results/chronos2_base/Smart_Manufacturing/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9b22a7e59b13f61dcfe0d802d6ce47d24512876b --- /dev/null +++ b/results/chronos2_base/Smart_Manufacturing/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a4f3984b11889159f319d7ed8778c597c32bb0f5ce111a3aa0c7ad40812601a +size 285576 diff --git a/results/chronos2_base/Supply_Chain_Customer/D/short/config.json b/results/chronos2_base/Supply_Chain_Customer/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..68315249770a9e53061b11e46e62d817003f4cc8 --- /dev/null +++ b/results/chronos2_base/Supply_Chain_Customer/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Supply_Chain_Customer/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 36, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Supply_Chain_Customer/D/short/metrics.npz b/results/chronos2_base/Supply_Chain_Customer/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5038feb98b5f794c159ecede4e114b94c6032761 --- /dev/null +++ b/results/chronos2_base/Supply_Chain_Customer/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc543cacb8e3fd5530253ba9fb80f94ce3193a8a5d156460d5698274da29d791 +size 25817 diff --git a/results/chronos2_base/Supply_Chain_Customer/D/short/predictions.npz b/results/chronos2_base/Supply_Chain_Customer/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..488bfe9c14cfb6bd06b39365f7db2ca1c17f5791 --- /dev/null +++ b/results/chronos2_base/Supply_Chain_Customer/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48133dc5c8cac4d2f60278a4d98adc2e1d82fefe2f56d2c0c9ba1c92fcbb5162 +size 171819 diff --git a/results/chronos2_base/Supply_Chain_Location/D/short/config.json b/results/chronos2_base/Supply_Chain_Location/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..534adce4c0e1a74a453a1f4854ac6efcf799f333 --- /dev/null +++ b/results/chronos2_base/Supply_Chain_Location/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Supply_Chain_Location/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 51, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Supply_Chain_Location/D/short/metrics.npz b/results/chronos2_base/Supply_Chain_Location/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6881e16941108b19aba5ee9310cb794d1b57e813 --- /dev/null +++ b/results/chronos2_base/Supply_Chain_Location/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e09707dbc14d286b3a99c4e582ae5b733f5bd53fd702f65525943f089dcc1254 +size 35610 diff --git a/results/chronos2_base/Supply_Chain_Location/D/short/predictions.npz b/results/chronos2_base/Supply_Chain_Location/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7525ef0cc2a6468ea16bea224b231c97d9f24c8b --- /dev/null +++ b/results/chronos2_base/Supply_Chain_Location/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92a0e8cadee4f406d8973a0a81eaf4390d06a5651719452e1d2b0561b9013e2e +size 238997 diff --git a/results/chronos2_base/US_Labor/M/short/config.json b/results/chronos2_base/US_Labor/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..91b9c51f0821e336770cb64196020530326bd607 --- /dev/null +++ b/results/chronos2_base/US_Labor/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "US_Labor/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 14, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/US_Labor/M/short/metrics.npz b/results/chronos2_base/US_Labor/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e7799dc112a54d1fc063f9896a1e3810fb474c73 --- /dev/null +++ b/results/chronos2_base/US_Labor/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:caa4213874a7124679cbf3cfcff7dc7ef1c6b1c768fefa326197f7884dccd18e +size 5823 diff --git a/results/chronos2_base/US_Labor/M/short/predictions.npz b/results/chronos2_base/US_Labor/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7553dd853c09bd197384d67c0f1befd920a383e0 --- /dev/null +++ b/results/chronos2_base/US_Labor/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12b4aecac81d3c48b05321dad7ef60594c9bfb68572ed36d17c9751f8e39606b +size 7279 diff --git a/results/chronos2_base/US_Term_Structure/B/short/config.json b/results/chronos2_base/US_Term_Structure/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..36cab1773560a4d7b6e96e4f163f2ad9e18fe761 --- /dev/null +++ b/results/chronos2_base/US_Term_Structure/B/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "US_Term_Structure/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 40, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/US_Term_Structure/B/short/metrics.npz b/results/chronos2_base/US_Term_Structure/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d719d158a0470e29a68e2aae664329e9c82fa9e6 --- /dev/null +++ b/results/chronos2_base/US_Term_Structure/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d608cabe07c28ef5fa2d44cdedecf7ec574b005b3bf6f051440fcd5ba58cf8d +size 82834 diff --git a/results/chronos2_base/US_Term_Structure/B/short/predictions.npz b/results/chronos2_base/US_Term_Structure/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0e4854fd4a508608f86318d95ce5fe94c530f798 --- /dev/null +++ b/results/chronos2_base/US_Term_Structure/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96a841891de9b4329c915d527a463c950e94acfe22aa178334b321b02cc86b4b +size 215354 diff --git a/results/chronos2_base/Uncertainty_1M/M/short/config.json b/results/chronos2_base/Uncertainty_1M/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0c00130cf7ed70b8905ca165a6403bb8adbb1221 --- /dev/null +++ b/results/chronos2_base/Uncertainty_1M/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Uncertainty_1M/M/short", + "num_series": 1, + "num_windows": 7, + "num_variates": 3, + "prediction_length": 6, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Uncertainty_1M/M/short/metrics.npz b/results/chronos2_base/Uncertainty_1M/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2a2beb1d687fd60011c1e9e5c93f8c1b02dbfe0c --- /dev/null +++ b/results/chronos2_base/Uncertainty_1M/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad52abc34df556c33deea81d6fdcb5b6971c41996c40c878d22b6e6b1d8c6f20 +size 2833 diff --git a/results/chronos2_base/Uncertainty_1M/M/short/predictions.npz b/results/chronos2_base/Uncertainty_1M/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..70024e61809789d23cda506c73d1fde3ed1bc00e --- /dev/null +++ b/results/chronos2_base/Uncertainty_1M/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:974b13b5c109c37141b101d990834c7e726cd80197e2718fdf24a3b0bb7270bc +size 1609 diff --git a/results/chronos2_base/Vehicle_Sales/M/short/config.json b/results/chronos2_base/Vehicle_Sales/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6fb6c7b9587a08fb8010022d47b9bd68c69c0174 --- /dev/null +++ b/results/chronos2_base/Vehicle_Sales/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Vehicle_Sales/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 10, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Vehicle_Sales/M/short/metrics.npz b/results/chronos2_base/Vehicle_Sales/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a6ceb7e843016afe686355bd0416828bb290cace --- /dev/null +++ b/results/chronos2_base/Vehicle_Sales/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1af6375a39ae3d05c9a2877fc1eb468d1557e0fd9e6b360e9d49a3441a0efb53 +size 4743 diff --git a/results/chronos2_base/Vehicle_Sales/M/short/predictions.npz b/results/chronos2_base/Vehicle_Sales/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..400d9bd5d1225db3366bd9c52ec1d9bf45b9e87c --- /dev/null +++ b/results/chronos2_base/Vehicle_Sales/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6b7595d7079e07d76224e8d70304e1f9bd6d2d05ae317348262fdd6bbda071d +size 5529 diff --git a/results/chronos2_base/Vehicle_Supply/M/short/config.json b/results/chronos2_base/Vehicle_Supply/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c597b7add7b1c020dc11310aa75eb2b7f5f4eab5 --- /dev/null +++ b/results/chronos2_base/Vehicle_Supply/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Vehicle_Supply/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Vehicle_Supply/M/short/metrics.npz b/results/chronos2_base/Vehicle_Supply/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d02c02e6dcac9f3b4edfa7a4a5092ee32108fce6 --- /dev/null +++ b/results/chronos2_base/Vehicle_Supply/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9af82b3c0b094a2bb97316d4f0052f328ae1e90ac263fef86a8291e924963c2d +size 3443 diff --git a/results/chronos2_base/Vehicle_Supply/M/short/predictions.npz b/results/chronos2_base/Vehicle_Supply/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f9fee3e6b310433fdfa8d54d7d60848a2419a08d --- /dev/null +++ b/results/chronos2_base/Vehicle_Supply/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:444d57f479509c83d025e0f4eff3ccc58fcdfd17a9b3b7221ab2acdc9bc17f1d +size 3882 diff --git a/results/chronos2_base/WUI_Global/Q/short/config.json b/results/chronos2_base/WUI_Global/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..566f130d95ea829a39074b57e74a8682dd0f46e3 --- /dev/null +++ b/results/chronos2_base/WUI_Global/Q/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "WUI_Global/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 15, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/WUI_Global/Q/short/metrics.npz b/results/chronos2_base/WUI_Global/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a4197bffed916a5374720b05694da6dd1096e6f6 --- /dev/null +++ b/results/chronos2_base/WUI_Global/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99b3920e04e4bc9306769c3f2395911b0f18553968184e26dbc18af5dffa523a +size 6258 diff --git a/results/chronos2_base/WUI_Global/Q/short/predictions.npz b/results/chronos2_base/WUI_Global/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7795ce5390aa79e824465031c5d46849dc17cca6 --- /dev/null +++ b/results/chronos2_base/WUI_Global/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f54a4ee7847e795e94540683fa773058ad1c7729baba29cc6cb62a178d6cd7c9 +size 4179 diff --git a/results/chronos2_base/Water_Quality_Darwin/15T/long/config.json b/results/chronos2_base/Water_Quality_Darwin/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5f999c7cbe00f16824c2316d3e7cc32dc83ea65d --- /dev/null +++ b/results/chronos2_base/Water_Quality_Darwin/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/long", + "num_series": 7, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Water_Quality_Darwin/15T/long/metrics.npz b/results/chronos2_base/Water_Quality_Darwin/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0c458f3c956d34c0a2121befd4767119bfe590ab --- /dev/null +++ b/results/chronos2_base/Water_Quality_Darwin/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41bd944b5d0153bb28125ade04d5e5fde5a15589168c67819436b0fdbc9a7480 +size 14189 diff --git a/results/chronos2_base/Water_Quality_Darwin/15T/long/predictions.npz b/results/chronos2_base/Water_Quality_Darwin/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d0a4def70ca3c1167b2f0ec18bf17efac77e31ba --- /dev/null +++ b/results/chronos2_base/Water_Quality_Darwin/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5dcd6bcfa8d9dbb26fe1a4ef61c95ba789958aba28fcb423129f07bfcf5da23 +size 216933 diff --git a/results/chronos2_base/Water_Quality_Darwin/15T/medium/config.json b/results/chronos2_base/Water_Quality_Darwin/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5c6e695156ba5455d1d029e62752358255529a04 --- /dev/null +++ b/results/chronos2_base/Water_Quality_Darwin/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/medium", + "num_series": 7, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Water_Quality_Darwin/15T/medium/metrics.npz b/results/chronos2_base/Water_Quality_Darwin/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1d088071b0d2f70725803764b5c870b72e816f2a --- /dev/null +++ b/results/chronos2_base/Water_Quality_Darwin/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef94d43d4cb6ef2d5ac6df132ab95a3ab9e68abc6d68b79bf510ecb50c1f37c0 +size 37905 diff --git a/results/chronos2_base/Water_Quality_Darwin/15T/medium/predictions.npz b/results/chronos2_base/Water_Quality_Darwin/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..473a90e3acf78425e1601b5873e9bd93c725778f --- /dev/null +++ b/results/chronos2_base/Water_Quality_Darwin/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00d7122aea23b72f10fb1a127981f1b9f7931c17e94e564dfb2297d3b5d6b5dc +size 232756 diff --git a/results/chronos2_base/Water_Quality_Darwin/15T/short/config.json b/results/chronos2_base/Water_Quality_Darwin/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4d8130d1c7e27d7b690711f04b45d9c63c23745b --- /dev/null +++ b/results/chronos2_base/Water_Quality_Darwin/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/short", + "num_series": 7, + "num_windows": 90, + "num_variates": 6, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/Water_Quality_Darwin/15T/short/metrics.npz b/results/chronos2_base/Water_Quality_Darwin/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..70ca5e4ed078659d6a8bab808589e07bad564e39 --- /dev/null +++ b/results/chronos2_base/Water_Quality_Darwin/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19c94abe6b2dd55f99c3ac34c10c12adeb029e5018d4bb93e8045ae9dfedaaf4 +size 214719 diff --git a/results/chronos2_base/Water_Quality_Darwin/15T/short/predictions.npz b/results/chronos2_base/Water_Quality_Darwin/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..df398bc71c35202fdd98a025cdadc1d57c6a8bf7 --- /dev/null +++ b/results/chronos2_base/Water_Quality_Darwin/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c04af38e8f36e902135196cb40e2aaeb2946c81dba5dabe0a82658339f13b09b +size 261889 diff --git a/results/chronos2_base/azure2019_D/5T/short/config.json b/results/chronos2_base/azure2019_D/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5890806b972e323f471520d4daa2f613fe00ba14 --- /dev/null +++ b/results/chronos2_base/azure2019_D/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_D/5T/short", + "num_series": 989, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/azure2019_D/5T/short/metrics.npz b/results/chronos2_base/azure2019_D/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5ab4f9b41659754755e4854afc5cd3a9f156cbb0 --- /dev/null +++ b/results/chronos2_base/azure2019_D/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:afb3fdbf4753d8ea323ab1d1520c4e38d2e6667ff7b9390a0a68621f4a3d0a00 +size 522828 diff --git a/results/chronos2_base/azure2019_D/5T/short/predictions.npz b/results/chronos2_base/azure2019_D/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9eade9d0518c6635fe016a1115eaef5e077f6287 --- /dev/null +++ b/results/chronos2_base/azure2019_D/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97a91008d50e78acfccb9fe3bb48312416c40055b99c378c8f2209b697688058 +size 20253674 diff --git a/results/chronos2_base/azure2019_I/5T/short/config.json b/results/chronos2_base/azure2019_I/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b43efe7731e71890bf37274b9ac9ac01d89ca0cc --- /dev/null +++ b/results/chronos2_base/azure2019_I/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_I/5T/short", + "num_series": 492, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/azure2019_I/5T/short/metrics.npz b/results/chronos2_base/azure2019_I/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b4c1436a2b7fc9bf5579fa8a3c106c9b641e5775 --- /dev/null +++ b/results/chronos2_base/azure2019_I/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5021033ef0e5412379d4ae48a507f097092428d4d5f6e7ac37388fe819e07e4c +size 261045 diff --git a/results/chronos2_base/azure2019_I/5T/short/predictions.npz b/results/chronos2_base/azure2019_I/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e63347978f83041a141b7cc1ffd4bda3a9f7556d --- /dev/null +++ b/results/chronos2_base/azure2019_I/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d74215a810be52973a7307bf88fd4423f409e5a963547eefe180c8814558f573 +size 9791189 diff --git a/results/chronos2_base/azure2019_U/5T/short/config.json b/results/chronos2_base/azure2019_U/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5102c8c9c3d79d431a0f2878b79f8555f12a05a2 --- /dev/null +++ b/results/chronos2_base/azure2019_U/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_U/5T/short", + "num_series": 78, + "num_windows": 6, + "num_variates": 3, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/azure2019_U/5T/short/metrics.npz b/results/chronos2_base/azure2019_U/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c6e0fbad9cb374e1f2d0d78b83a6b3a82a1d873f --- /dev/null +++ b/results/chronos2_base/azure2019_U/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:62ff9a916fd2e35b8df5ca084d0de9559f2352252edfdd566cb99c7c74d64d4a +size 83428 diff --git a/results/chronos2_base/azure2019_U/5T/short/predictions.npz b/results/chronos2_base/azure2019_U/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fd6faa28a0b8c7e18532ba9bec91a44cc011840c --- /dev/null +++ b/results/chronos2_base/azure2019_U/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a61191daecf47aad948f4a4268d7fd61e29a16b572d6f8011d6422f8029d9339 +size 558217 diff --git a/results/chronos2_base/current_velocity/10T/long/config.json b/results/chronos2_base/current_velocity/10T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5e5b1174cc972cd0aa6d9872fcfa33f260303092 --- /dev/null +++ b/results/chronos2_base/current_velocity/10T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/long", + "num_series": 10, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 432, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/10T/long/metrics.npz b/results/chronos2_base/current_velocity/10T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..43bf50ccf3338e4e6ae1d696dd59adcff8a9f618 --- /dev/null +++ b/results/chronos2_base/current_velocity/10T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85259cc4706496441a9db6f9270290dd52596ebb103fa3bbe44ea9c61375d809 +size 19579 diff --git a/results/chronos2_base/current_velocity/10T/long/predictions.npz b/results/chronos2_base/current_velocity/10T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..03fbaf085fe251beac4c75e9b36d524c044bcd10 --- /dev/null +++ b/results/chronos2_base/current_velocity/10T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e1cc7824a785ac1861708cf4f2d9f298b65155a65c0b81ffd60850077da90619 +size 906031 diff --git a/results/chronos2_base/current_velocity/10T/medium/config.json b/results/chronos2_base/current_velocity/10T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0c9cfa0f8d85621a370be9b371c5dfeb5834e2ef --- /dev/null +++ b/results/chronos2_base/current_velocity/10T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/medium", + "num_series": 10, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/10T/medium/metrics.npz b/results/chronos2_base/current_velocity/10T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ad5ab74b6679cfc907217247135afc074e61eb56 --- /dev/null +++ b/results/chronos2_base/current_velocity/10T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ade5ee7ebe0845f82c2c812d80869aaff47283d67d27b2504d9026d5c18a72da +size 53784 diff --git a/results/chronos2_base/current_velocity/10T/medium/predictions.npz b/results/chronos2_base/current_velocity/10T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4af953b93f149a5ea51db2ebced5758a65dd4957 --- /dev/null +++ b/results/chronos2_base/current_velocity/10T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1cbf79bef8168ef3f60cba7a40d9f06cd66869a1fc0f623c6305c65886cb2212 +size 939337 diff --git a/results/chronos2_base/current_velocity/10T/short/config.json b/results/chronos2_base/current_velocity/10T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..80820e7843553ea944e48187aed3f74af5616a55 --- /dev/null +++ b/results/chronos2_base/current_velocity/10T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/short", + "num_series": 10, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 18, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/10T/short/metrics.npz b/results/chronos2_base/current_velocity/10T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dabae8e617c8102bd6f5c5da68739fe5f1cdc573 --- /dev/null +++ b/results/chronos2_base/current_velocity/10T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b1754614751232f91f2700389087acf40c63f3b1166241bf11940b745ec50018 +size 406750 diff --git a/results/chronos2_base/current_velocity/10T/short/predictions.npz b/results/chronos2_base/current_velocity/10T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3cc38ea8a127e3efb0fd67084b430b1304cb50a8 --- /dev/null +++ b/results/chronos2_base/current_velocity/10T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb04d94ee51346859a919526646e106798224cf61a792304419f334e7d7fab6b +size 1036220 diff --git a/results/chronos2_base/current_velocity/15T/long/config.json b/results/chronos2_base/current_velocity/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9c335f82577bc097fb31ec4df879055793e7e415 --- /dev/null +++ b/results/chronos2_base/current_velocity/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/15T/long/metrics.npz b/results/chronos2_base/current_velocity/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a7b909a94537a245f41c01ed04e0cc3ccc8bb86f --- /dev/null +++ b/results/chronos2_base/current_velocity/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68cb0104da9851185f71ad03ed7c837266be87fae6f98bafe41ea45efbeecfde +size 10765 diff --git a/results/chronos2_base/current_velocity/15T/long/predictions.npz b/results/chronos2_base/current_velocity/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4cfc4c1e89e68ca79f4c2c82b08c8953259d227c --- /dev/null +++ b/results/chronos2_base/current_velocity/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58873b875e380c86d4115757284ee6ca5563620237bfb64ba15cc3fea2519347 +size 269132 diff --git a/results/chronos2_base/current_velocity/15T/medium/config.json b/results/chronos2_base/current_velocity/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4e6f98f06da9d845243bf3e0ce51d18b79cc80d2 --- /dev/null +++ b/results/chronos2_base/current_velocity/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/15T/medium/metrics.npz b/results/chronos2_base/current_velocity/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0601f189430689511d6d0073b8b50f06dbffc960 --- /dev/null +++ b/results/chronos2_base/current_velocity/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:76bd1a1f94243eccc44cb285540996bed3dc58ef597c581245214b17b64e3249 +size 27895 diff --git a/results/chronos2_base/current_velocity/15T/medium/predictions.npz b/results/chronos2_base/current_velocity/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..81b75e6de4f343934558be6ce488e4d315f1f73d --- /dev/null +++ b/results/chronos2_base/current_velocity/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c68ff4cf89c68a9195115dda27c3e88662c9fa0419d600806f244850e828728a +size 289130 diff --git a/results/chronos2_base/current_velocity/15T/short/config.json b/results/chronos2_base/current_velocity/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0dbe3007ab908bcb65ad4c41dd203d30a31db815 --- /dev/null +++ b/results/chronos2_base/current_velocity/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/15T/short/metrics.npz b/results/chronos2_base/current_velocity/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e449d3bfa7479428a93c9bf6a464f55fed52c66e --- /dev/null +++ b/results/chronos2_base/current_velocity/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83586a9f7ca989b3029aa91dc9219eaa1a63bc2d92ecea73ac80c5ad2a84267e +size 204192 diff --git a/results/chronos2_base/current_velocity/15T/short/predictions.npz b/results/chronos2_base/current_velocity/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c33dcb6fd929badde6efdfff3afa7924ec0a0469 --- /dev/null +++ b/results/chronos2_base/current_velocity/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc734976c355fdbd78f550c8a0947c0d275bd6480c634de862fb09fd2d57d884 +size 336822 diff --git a/results/chronos2_base/current_velocity/20T/long/config.json b/results/chronos2_base/current_velocity/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1d2da202c820b38ddabdb2f03a1482cb0fad6a0e --- /dev/null +++ b/results/chronos2_base/current_velocity/20T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/long", + "num_series": 27, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/20T/long/metrics.npz b/results/chronos2_base/current_velocity/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f1021d9332f6d0a659b45a9aff06846522106884 --- /dev/null +++ b/results/chronos2_base/current_velocity/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4633638249d56b5bfd549ecd0b12aa84c023e39f325c6039df1552a9d8637970 +size 49010 diff --git a/results/chronos2_base/current_velocity/20T/long/predictions.npz b/results/chronos2_base/current_velocity/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6517ff434553a4706c28713799d1c778249245cb --- /dev/null +++ b/results/chronos2_base/current_velocity/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ebb562c06db38b174500ce7020c78b5f524e648981bf11c206f6a224c175e4e6 +size 1240439 diff --git a/results/chronos2_base/current_velocity/20T/medium/config.json b/results/chronos2_base/current_velocity/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..38733cab8090dc175ef4c720f675fefafa3a1a2b --- /dev/null +++ b/results/chronos2_base/current_velocity/20T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/medium", + "num_series": 27, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/20T/medium/metrics.npz b/results/chronos2_base/current_velocity/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..38246e6efd56863d2e34197f0cdd5aa7d68a5c38 --- /dev/null +++ b/results/chronos2_base/current_velocity/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:578bc6463411e2499e6af8d3e250f04874a489e59427d84f2511cec9afb42bc9 +size 141422 diff --git a/results/chronos2_base/current_velocity/20T/medium/predictions.npz b/results/chronos2_base/current_velocity/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..de042fc130d0e133e2f202196b185c1c51547a3b --- /dev/null +++ b/results/chronos2_base/current_velocity/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c3b011e7406b9b30d9527819dd7fd31a2c11006129099171103a3f35df575898 +size 1321741 diff --git a/results/chronos2_base/current_velocity/20T/short/config.json b/results/chronos2_base/current_velocity/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5f9932deffcaebf491311d14675c50e32ea66aea --- /dev/null +++ b/results/chronos2_base/current_velocity/20T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/short", + "num_series": 27, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/20T/short/metrics.npz b/results/chronos2_base/current_velocity/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1c45c0b7c64294b1214e04d00c0281dd2591750f --- /dev/null +++ b/results/chronos2_base/current_velocity/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e6a5c8d7ea7776682d523c074523aa809f8dcc243e811a0485edcdda11ce2ac +size 1079380 diff --git a/results/chronos2_base/current_velocity/20T/short/predictions.npz b/results/chronos2_base/current_velocity/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0ae6891117a8b302c394e5d1d59b58273d21f5ed --- /dev/null +++ b/results/chronos2_base/current_velocity/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c919152a3b25fc07d147a58ed6f6bf4001605b22aceeee1a411e48cc422ae481 +size 1508023 diff --git a/results/chronos2_base/current_velocity/5T/long/config.json b/results/chronos2_base/current_velocity/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b3fb086d47a2b35f1d29a36c993eda955415e860 --- /dev/null +++ b/results/chronos2_base/current_velocity/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/5T/long/metrics.npz b/results/chronos2_base/current_velocity/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0def6e1d40ad6c2b69bddb786b25496fe8869b12 --- /dev/null +++ b/results/chronos2_base/current_velocity/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99c13b542db5979ec0b9029222b43726996c12274a00e23baddd18f8973051fb +size 3484 diff --git a/results/chronos2_base/current_velocity/5T/long/predictions.npz b/results/chronos2_base/current_velocity/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e4025e0f1fbf5d7368d00b9170a58b9391204f9f --- /dev/null +++ b/results/chronos2_base/current_velocity/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:792fd8294eb1006c4b748a8abf33ff0bd43d7c8907a80ac8fb20f66777d13de9 +size 121356 diff --git a/results/chronos2_base/current_velocity/5T/medium/config.json b/results/chronos2_base/current_velocity/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..137590d57569635db0766a1140c0c800215475b3 --- /dev/null +++ b/results/chronos2_base/current_velocity/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/5T/medium/metrics.npz b/results/chronos2_base/current_velocity/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0d7c12822a524bbcaa7988130c47c0b044d73bf0 --- /dev/null +++ b/results/chronos2_base/current_velocity/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a049574153c0bfd0d4d598209904548de166a2249a0a2ec655ac3054820cb22 +size 7208 diff --git a/results/chronos2_base/current_velocity/5T/medium/predictions.npz b/results/chronos2_base/current_velocity/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..881017f370fce464ea5bf4d43295e4f51afaa2cb --- /dev/null +++ b/results/chronos2_base/current_velocity/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ba122caac9a62ccd027cc931680ee75386d0c79885e64ee3300574682ecf0a8 +size 121920 diff --git a/results/chronos2_base/current_velocity/5T/short/config.json b/results/chronos2_base/current_velocity/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..62cfa8e3ab39792feeaba25322c8700a82f98df8 --- /dev/null +++ b/results/chronos2_base/current_velocity/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/5T/short/metrics.npz b/results/chronos2_base/current_velocity/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..14f20402ae6d315debe3495cf6ea9a2bf354a059 --- /dev/null +++ b/results/chronos2_base/current_velocity/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:17fcef81441b5ea613baac6722606f9c5a1abcd2720d82cc56000cd293b57ec7 +size 42743 diff --git a/results/chronos2_base/current_velocity/5T/short/predictions.npz b/results/chronos2_base/current_velocity/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e3a3d9bfcb702797d29c4cc59bd31eeed0ed3a9e --- /dev/null +++ b/results/chronos2_base/current_velocity/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37da8bd390fc7a134f084d3000d4c13f6f3722f36d812ba0d3ecb98dd64a3cc6 +size 143691 diff --git a/results/chronos2_base/current_velocity/H/long/config.json b/results/chronos2_base/current_velocity/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fb7336112afbf9cbf77deef1818308006ca7ae96 --- /dev/null +++ b/results/chronos2_base/current_velocity/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/long", + "num_series": 21, + "num_windows": 2, + "num_variates": 6, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/H/long/metrics.npz b/results/chronos2_base/current_velocity/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..62d057882990f8bbb8abf15bf2674eb9873faae7 --- /dev/null +++ b/results/chronos2_base/current_velocity/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed85eea898eb3c6a128ad3a25f0bd41b50a7520be6a016a4dca0b091caf7fbe4 +size 16921 diff --git a/results/chronos2_base/current_velocity/H/long/predictions.npz b/results/chronos2_base/current_velocity/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a15c4226741370cfaa3afce99eb53f5097a7191e --- /dev/null +++ b/results/chronos2_base/current_velocity/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:29fe2725abc7d52b727761ba0f098ca2d5fef1f80e898b5a4d9b6fcb8253be74 +size 696253 diff --git a/results/chronos2_base/current_velocity/H/medium/config.json b/results/chronos2_base/current_velocity/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bde33e24107b4d930062b0fbd432dec869a7db8c --- /dev/null +++ b/results/chronos2_base/current_velocity/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/medium", + "num_series": 21, + "num_windows": 4, + "num_variates": 6, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/H/medium/metrics.npz b/results/chronos2_base/current_velocity/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ea557dbfc0703e4396129c25e8c4e5b1147e19e4 --- /dev/null +++ b/results/chronos2_base/current_velocity/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c3e532e4413dd346a4a42de85cb860932c04a15caeb5e94280f6c8570c789db +size 31660 diff --git a/results/chronos2_base/current_velocity/H/medium/predictions.npz b/results/chronos2_base/current_velocity/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..447c4e73cbd08bbd2ffba8ab0f68e42c961e848e --- /dev/null +++ b/results/chronos2_base/current_velocity/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:caf86e62a7678b4e597c5aec2f91ef85b860ddb1d630c03e0d1b1a8895e22311 +size 729002 diff --git a/results/chronos2_base/current_velocity/H/short/config.json b/results/chronos2_base/current_velocity/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..234323506365b85d4ac5027a13c10c00ea0dce12 --- /dev/null +++ b/results/chronos2_base/current_velocity/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/short", + "num_series": 21, + "num_windows": 28, + "num_variates": 6, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/current_velocity/H/short/metrics.npz b/results/chronos2_base/current_velocity/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bcaf9cbea7256c44d281412b2c7d8c51d6df0cde --- /dev/null +++ b/results/chronos2_base/current_velocity/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a128418002dfee85309486f12aa9a6a3e3d3da7e210ddc1ad421b1ec0995b8a1 +size 205197 diff --git a/results/chronos2_base/current_velocity/H/short/predictions.npz b/results/chronos2_base/current_velocity/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..73215f41975a0b751740a5230a51a73a6ba88f30 --- /dev/null +++ b/results/chronos2_base/current_velocity/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4139cbcf3687db98524edb8f9789851abf672995bb9a6b8c6939e7fe3d0c3b7d +size 785295 diff --git a/results/chronos2_base/epf_electricity_price/H/long/config.json b/results/chronos2_base/epf_electricity_price/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a4f34d58bade2badc8754d2a237092b4d7f0034b --- /dev/null +++ b/results/chronos2_base/epf_electricity_price/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/long", + "num_series": 5, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/epf_electricity_price/H/long/metrics.npz b/results/chronos2_base/epf_electricity_price/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..24924d5b6f7054b4a1045a8c69620718b857bfd9 --- /dev/null +++ b/results/chronos2_base/epf_electricity_price/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8170f64377d3bbcb8a9971c5b281f020806459cfe67c83bfed82725a43d7cffa +size 6350 diff --git a/results/chronos2_base/epf_electricity_price/H/long/predictions.npz b/results/chronos2_base/epf_electricity_price/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5b9226d3f4187a98ed101d5bfbebb6393049901b --- /dev/null +++ b/results/chronos2_base/epf_electricity_price/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc919ab35f0bcadc85b70c40e5ad481bfd409fa7d8083a2f31b71b1f7e906ff7 +size 121688 diff --git a/results/chronos2_base/epf_electricity_price/H/medium/config.json b/results/chronos2_base/epf_electricity_price/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d776345e8964a038fb801b972b3332944c9d637f --- /dev/null +++ b/results/chronos2_base/epf_electricity_price/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/medium", + "num_series": 5, + "num_windows": 35, + "num_variates": 1, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/epf_electricity_price/H/medium/metrics.npz b/results/chronos2_base/epf_electricity_price/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d90835d2eb58a8392efd210010b94cc17e779913 --- /dev/null +++ b/results/chronos2_base/epf_electricity_price/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc18edc5a0cc8af8ccdee69802c84fa09231f2ff434c2dcd86239116bcd233c5 +size 12175 diff --git a/results/chronos2_base/epf_electricity_price/H/medium/predictions.npz b/results/chronos2_base/epf_electricity_price/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..73c95d12a1e3c047c6ba5ca0b24c6918951faa90 --- /dev/null +++ b/results/chronos2_base/epf_electricity_price/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33cbadd8ba762a1537d91155b641f0b2b722cc363cee67d7aaf84e39ee439a8a +size 122232 diff --git a/results/chronos2_base/epf_electricity_price/H/short/config.json b/results/chronos2_base/epf_electricity_price/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2b6cd5241d6aa826b1ef2b8cbe008e0b53b2c536 --- /dev/null +++ b/results/chronos2_base/epf_electricity_price/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/short", + "num_series": 5, + "num_windows": 105, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos2-chronos2" +} \ No newline at end of file diff --git a/results/chronos2_base/epf_electricity_price/H/short/metrics.npz b/results/chronos2_base/epf_electricity_price/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0d46116004511c7a824bd063df41617c69238c4a --- /dev/null +++ b/results/chronos2_base/epf_electricity_price/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ceea24455e8db180c0e890e5f6dad2a3cb77fdc5b7874fefbd1a43e8d3992dd +size 32173 diff --git a/results/chronos2_base/epf_electricity_price/H/short/predictions.npz b/results/chronos2_base/epf_electricity_price/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cb3902b0876357fcf43ddf3cce654ab5b39138a6 --- /dev/null +++ b/results/chronos2_base/epf_electricity_price/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:622feb389013237a77d31865c7c278890e626060c04b1d05c1539abbe140485b +size 123888 diff --git a/results/chronos_bolt_base/Australia_Solar/H/long/config.json b/results/chronos_bolt_base/Australia_Solar/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3935377b7feb4e9ead87a62ebc67bb9ec6043bfe --- /dev/null +++ b/results/chronos_bolt_base/Australia_Solar/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/long", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Australia_Solar/H/long/metrics.npz b/results/chronos_bolt_base/Australia_Solar/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..faea7104447b4d7b2330b830f3d088541836c059 --- /dev/null +++ b/results/chronos_bolt_base/Australia_Solar/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a0fc5a39c3d72bbdb18a75b42317d2f8f63a821a28812c25c620d84cd2c6cd3 +size 4539 diff --git a/results/chronos_bolt_base/Australia_Solar/H/long/predictions.npz b/results/chronos_bolt_base/Australia_Solar/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d2992383f68d39a6f8790ca00b8cae002914de29 --- /dev/null +++ b/results/chronos_bolt_base/Australia_Solar/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e06df8d7955be715aac550472fd2f76f1e9f55c62b09ece2340514a7af2b11d3 +size 93534 diff --git a/results/chronos_bolt_base/Australia_Solar/H/medium/config.json b/results/chronos_bolt_base/Australia_Solar/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a689a5148cc78fa546164538d2e2b45bab82a6c4 --- /dev/null +++ b/results/chronos_bolt_base/Australia_Solar/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/medium", + "num_series": 1, + "num_windows": 35, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Australia_Solar/H/medium/metrics.npz b/results/chronos_bolt_base/Australia_Solar/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..949de93cb69e90962b6bcbe2bf61378a27ef18bf --- /dev/null +++ b/results/chronos_bolt_base/Australia_Solar/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b873785b72f11d36ed746f6f70a93efd093b5e8ebadd950142aa300f6a828299 +size 8368 diff --git a/results/chronos_bolt_base/Australia_Solar/H/medium/predictions.npz b/results/chronos_bolt_base/Australia_Solar/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d4bddd4c0cafab0ee88ea828c2266b4b2bc5fdbe --- /dev/null +++ b/results/chronos_bolt_base/Australia_Solar/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6b85c1accb08930f6ea7f6e13f9883d356857ca5f9f29b4031e5ad29467101f +size 92538 diff --git a/results/chronos_bolt_base/Australia_Solar/H/short/config.json b/results/chronos_bolt_base/Australia_Solar/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..233fde71ba78be521db9da8361cebce650f5ebf8 --- /dev/null +++ b/results/chronos_bolt_base/Australia_Solar/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/short", + "num_series": 1, + "num_windows": 105, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Australia_Solar/H/short/metrics.npz b/results/chronos_bolt_base/Australia_Solar/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f04b232230d0cad65a36fdb407e85a9c53e9890f --- /dev/null +++ b/results/chronos_bolt_base/Australia_Solar/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66984f8e16f49ee8a3fa0487958f7f5f2db72ac61ba7283a687b933d376c41cf +size 20786 diff --git a/results/chronos_bolt_base/Australia_Solar/H/short/predictions.npz b/results/chronos_bolt_base/Australia_Solar/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd8b72126db8799f89e428da9f00ac70b5cc4888 --- /dev/null +++ b/results/chronos_bolt_base/Australia_Solar/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:076f385880ffa791e48e50eec7d7e4a00f81bbc4a5d1cb9fb47c6054d3ef69e5 +size 94868 diff --git a/results/chronos_bolt_base/Auto_Production_SF/M/short/config.json b/results/chronos_bolt_base/Auto_Production_SF/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e522dc701401ac2b7a5dc513b161264f21294239 --- /dev/null +++ b/results/chronos_bolt_base/Auto_Production_SF/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Auto_Production_SF/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Auto_Production_SF/M/short/metrics.npz b/results/chronos_bolt_base/Auto_Production_SF/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..01fa26696dc3d3ca49fe4ff7187bb004fc5bb7b9 --- /dev/null +++ b/results/chronos_bolt_base/Auto_Production_SF/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cab38680fb1a6223d09a645c6b07c844d189eb0194eae05fdf5bb6a956514c7e +size 1823 diff --git a/results/chronos_bolt_base/Auto_Production_SF/M/short/predictions.npz b/results/chronos_bolt_base/Auto_Production_SF/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2374bba983f362d4b0c9f61ae2f755f901d633c6 --- /dev/null +++ b/results/chronos_bolt_base/Auto_Production_SF/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd6c1dd01543e7ff710bddb657046a4667e599dc2795c9e55390fc9ea4fb3833 +size 1084 diff --git a/results/chronos_bolt_base/CPHL/15T/long/config.json b/results/chronos_bolt_base/CPHL/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ab379cf8ffe12e3daf1c9c5c00b7280019748c84 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/long", + "num_series": 2, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/CPHL/15T/long/metrics.npz b/results/chronos_bolt_base/CPHL/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6d68e3d053e19d52cc291d92bbc114d1a2f4a543 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:670ef3ca282c4c6e3846b011e827b1ad364b07e70c4ef2091611df8351a53727 +size 2170 diff --git a/results/chronos_bolt_base/CPHL/15T/long/predictions.npz b/results/chronos_bolt_base/CPHL/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d2ae972ee252c1da2c72ba14dc6d2650c0a866aa --- /dev/null +++ b/results/chronos_bolt_base/CPHL/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4735b2364d552325b5ca0070ee3e9c64d051ddc9d5bb72746ebe168c08feb85d +size 19848 diff --git a/results/chronos_bolt_base/CPHL/15T/medium/config.json b/results/chronos_bolt_base/CPHL/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5f3005ffdac209733dd50f1d4d15e30ea2f95885 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/medium", + "num_series": 2, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/CPHL/15T/medium/metrics.npz b/results/chronos_bolt_base/CPHL/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..64f1279f9533b5fc480e579ac73f25538e0505c9 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6c125c9160e6f561bc259a3068a041c9e7f0981bef67f982204968bdce27a91 +size 3472 diff --git a/results/chronos_bolt_base/CPHL/15T/medium/predictions.npz b/results/chronos_bolt_base/CPHL/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9c5df9e047b02e22b2ddbd6e8acb0a31d6afb5d7 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a228f7fa4b367217f1e501f96570b246b96c0c86d071d6b86630fc55c8156616 +size 22512 diff --git a/results/chronos_bolt_base/CPHL/15T/short/config.json b/results/chronos_bolt_base/CPHL/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..46f4348d211234431c719e1d1300cacc89f0e76b --- /dev/null +++ b/results/chronos_bolt_base/CPHL/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/CPHL/15T/short/metrics.npz b/results/chronos_bolt_base/CPHL/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0f086361fc32d17c9fb2d2b0e30a560b934c60ae --- /dev/null +++ b/results/chronos_bolt_base/CPHL/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:295942f641ed6c2b15dee91b9d8f5e1c5947ed003b0ed9b7bc4aa8b87f9e60a5 +size 15746 diff --git a/results/chronos_bolt_base/CPHL/15T/short/predictions.npz b/results/chronos_bolt_base/CPHL/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..90c48c2ca89eafae77bfcb96c11391ec24ab6396 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2f9993b3e3522cbdaa6427339a8c28aa26ee0bd8e5552a1c673ed361e2ae09e +size 24439 diff --git a/results/chronos_bolt_base/CPHL/30T/long/config.json b/results/chronos_bolt_base/CPHL/30T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..04171af75a7ee1ede5c70a9f4b74b1699ce6e108 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/30T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/long", + "num_series": 2, + "num_windows": 10, + "num_variates": 1, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/CPHL/30T/long/metrics.npz b/results/chronos_bolt_base/CPHL/30T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a3b944e75024fe84795a28c173b10c354eb39dda --- /dev/null +++ b/results/chronos_bolt_base/CPHL/30T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4665722a8e573a3c4648d8a6df0fd65d070345fa9b71d11ab5f894dd0cb81eda +size 2837 diff --git a/results/chronos_bolt_base/CPHL/30T/long/predictions.npz b/results/chronos_bolt_base/CPHL/30T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e667aa7452e50aa7fbda8893f7e23ef99b9b78dc --- /dev/null +++ b/results/chronos_bolt_base/CPHL/30T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d8520960fbb58c6108278704c45b643357bb19685199f8597addd4372fa702a +size 24955 diff --git a/results/chronos_bolt_base/CPHL/30T/medium/config.json b/results/chronos_bolt_base/CPHL/30T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..80176172bc458fa2337e3022f97dcf8f26183f5e --- /dev/null +++ b/results/chronos_bolt_base/CPHL/30T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/medium", + "num_series": 2, + "num_windows": 30, + "num_variates": 1, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/CPHL/30T/medium/metrics.npz b/results/chronos_bolt_base/CPHL/30T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0a660c9d0f0e13ede2f11bba03cd5d293b9242fa --- /dev/null +++ b/results/chronos_bolt_base/CPHL/30T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5a48f2ad0ff17c07e1c6964139b7f5686bda73887f9dcd04fb0cbe783c8e661 +size 5468 diff --git a/results/chronos_bolt_base/CPHL/30T/medium/predictions.npz b/results/chronos_bolt_base/CPHL/30T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..767aee096159d07989836ff6f91673895021de26 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/30T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:682e3fc917d8af53b3ed29bea3be451ee0d3de7a2b0aa6725dd1c7e2a40d8973 +size 26781 diff --git a/results/chronos_bolt_base/CPHL/30T/short/config.json b/results/chronos_bolt_base/CPHL/30T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9c7ed7422b9a64a94c65d9ce65311fb2acca2ed6 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/30T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/CPHL/30T/short/metrics.npz b/results/chronos_bolt_base/CPHL/30T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ac5b5e385d20a9a4543e29549559f3609af7ae75 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/30T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4ca1169379f5861911a3e6dd16c5c9e3519d69430dfac1658129c6a6d8ea6cb +size 15887 diff --git a/results/chronos_bolt_base/CPHL/30T/short/predictions.npz b/results/chronos_bolt_base/CPHL/30T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8c1a085638895a9ab3429773fc8a819b3440cbe9 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/30T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bcfb0365586b0b1cfb2c9b523dd12b3a13e6702b8ce1594f8dc50bdbafcb263c +size 28357 diff --git a/results/chronos_bolt_base/CPHL/H/long/config.json b/results/chronos_bolt_base/CPHL/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0c829b6e9041b18eb02c13b4441bfea0189ea7c1 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/long", + "num_series": 4, + "num_windows": 2, + "num_variates": 1, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/CPHL/H/long/metrics.npz b/results/chronos_bolt_base/CPHL/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f30e4d436e81d255544bea2b65d8d2bc23904438 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f9c472dd40c6c475bd87820801215c9aa4fffb13546995588e3b1e5532dd063 +size 2036 diff --git a/results/chronos_bolt_base/CPHL/H/long/predictions.npz b/results/chronos_bolt_base/CPHL/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d987437d3f0deb20efda74dffd57f7f8de677a86 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:519e0bc82c8b29719655ce34a9f38b6cd978ffbf3b95072f70d98af6378cd6cc +size 23663 diff --git a/results/chronos_bolt_base/CPHL/H/medium/config.json b/results/chronos_bolt_base/CPHL/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3c60cc4e322a2bcd665de708977d5a78489d2153 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/medium", + "num_series": 4, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/CPHL/H/medium/metrics.npz b/results/chronos_bolt_base/CPHL/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c7c86a7c15452e44ebbdc25285c7e6ca93ba5695 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6931b42e5bcddf199f074d0cf6d6a04941778ab132483b97d5a0fd76264f1351 +size 2558 diff --git a/results/chronos_bolt_base/CPHL/H/medium/predictions.npz b/results/chronos_bolt_base/CPHL/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9e5329a0603bb484806b78e85d3ea4d6e6828664 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b8aa9ccf3144c8c02b36418d39baedc680f05baec33d7ffc97567309c69e301 +size 24937 diff --git a/results/chronos_bolt_base/CPHL/H/short/config.json b/results/chronos_bolt_base/CPHL/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fb3caa45ebc38760eef9c9a4520ebd53efa3d0c4 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/short", + "num_series": 4, + "num_windows": 28, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/CPHL/H/short/metrics.npz b/results/chronos_bolt_base/CPHL/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..75a60a11a62a0d8d7e665133c8fe948cea130d1a --- /dev/null +++ b/results/chronos_bolt_base/CPHL/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6574bf8e4b15444a17896865f5543d846803e13e3b4ed7547740aa91cd0383c5 +size 8502 diff --git a/results/chronos_bolt_base/CPHL/H/short/predictions.npz b/results/chronos_bolt_base/CPHL/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..248025d5bece8e9c8a28687e4771199567b92789 --- /dev/null +++ b/results/chronos_bolt_base/CPHL/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea9bc26932fb138d33038b662b92358c7c9d6befa2da609a7661591049b1cbca +size 27086 diff --git a/results/chronos_bolt_base/Coastal_T_S/15T/long/config.json b/results/chronos_bolt_base/Coastal_T_S/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..77bc8adf07dedbdf09e027e6379411ec1d048a39 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Coastal_T_S/15T/long/metrics.npz b/results/chronos_bolt_base/Coastal_T_S/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..096c291c4158cb883b701a007d1a9ebd049fdf78 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06d50b4e4e867b97dacee1b1230ced4b379003dba3aac5063d5793961c63faaf +size 6276 diff --git a/results/chronos_bolt_base/Coastal_T_S/15T/long/predictions.npz b/results/chronos_bolt_base/Coastal_T_S/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7b1814745d00374eaceab1b4152b67cafd08b923 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d69fccde22226ff63d12c2833a80c4aca99ff57d999e5d1c89ae5bc165e35fe5 +size 46038 diff --git a/results/chronos_bolt_base/Coastal_T_S/15T/medium/config.json b/results/chronos_bolt_base/Coastal_T_S/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1872764f1b8950226df605a32789445ddc6eed35 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Coastal_T_S/15T/medium/metrics.npz b/results/chronos_bolt_base/Coastal_T_S/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a954acab5ed08f3cce51aecf597bbefe52ec2a62 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:263d7771a37d6ab4bf5db54938f921d2db1ad2178a021249118b5a1ac900f9a2 +size 14822 diff --git a/results/chronos_bolt_base/Coastal_T_S/15T/medium/predictions.npz b/results/chronos_bolt_base/Coastal_T_S/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1b27a6059b5b121129e8c70f6f45cf93bc1cbaa9 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96cccf39efb8c1e5f641443050ba1c40d970f8c8b6e82d4e52d44bd44e6f209e +size 59073 diff --git a/results/chronos_bolt_base/Coastal_T_S/15T/short/config.json b/results/chronos_bolt_base/Coastal_T_S/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f8618ec81a15b29aa61e97b5ae93d303689160b6 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Coastal_T_S/15T/short/metrics.npz b/results/chronos_bolt_base/Coastal_T_S/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cd8ad71c6d344f27cceff2a698861ebf4af700a2 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e441436ae3eddacee745d98d12ac466f612843651cd036f5e8272d1580fd62ef +size 103083 diff --git a/results/chronos_bolt_base/Coastal_T_S/15T/short/predictions.npz b/results/chronos_bolt_base/Coastal_T_S/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e6dc30108d5116994627b2d47e2ba65d2dead51e --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4aea9bae5b76385269d646c9964cd9be5fa4b8ab8c94889ee1923263ca35f85 +size 78621 diff --git a/results/chronos_bolt_base/Coastal_T_S/20T/long/config.json b/results/chronos_bolt_base/Coastal_T_S/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..317a14d36a20aedb9d6bb5b92cd19105b9a8bc4b --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/20T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Coastal_T_S/20T/long/metrics.npz b/results/chronos_bolt_base/Coastal_T_S/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a2b526fc98fe7179668c420b0a3d3b310e2237d5 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6bd8593c3ca19d14d5e9b86b90adbe91f9341591b2d72b33c92fa27f4bdfe53a +size 2497 diff --git a/results/chronos_bolt_base/Coastal_T_S/20T/long/predictions.npz b/results/chronos_bolt_base/Coastal_T_S/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..de0e079bee465feeed1331e7aff891887facc857 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ddc3da86d0d0ed1266c96ed30ef0985c47b0e2a9c89aa1c4f3dcefb4d6a7ec61 +size 4010 diff --git a/results/chronos_bolt_base/Coastal_T_S/20T/medium/config.json b/results/chronos_bolt_base/Coastal_T_S/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b0c371e6105f87ce0ea77a878040e0f705b1542e --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/20T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Coastal_T_S/20T/medium/metrics.npz b/results/chronos_bolt_base/Coastal_T_S/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..26980b4dafd5ea49e29ba44e82fd9e50754dabda --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f291276d897dc8f3ed483b05cb8e623c592a5942dbb2589fb5b301f62ce945d3 +size 4373 diff --git a/results/chronos_bolt_base/Coastal_T_S/20T/medium/predictions.npz b/results/chronos_bolt_base/Coastal_T_S/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fb1a471e724c5f77c367a055933ab9005a2b3c97 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f0b01ed3379b029695aa781a03d2dee5b8d1f96a18854bd3285f5f939cb158db +size 5409 diff --git a/results/chronos_bolt_base/Coastal_T_S/20T/short/config.json b/results/chronos_bolt_base/Coastal_T_S/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..617621112dce7756ca9e2103f027a93dea6898f7 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/20T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Coastal_T_S/20T/short/metrics.npz b/results/chronos_bolt_base/Coastal_T_S/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..42353edd748079507e46555b48cc4f9412837734 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a277507f8394b3e89f8cf6e459d38d84600f900ebba44c253bdef4230eae32ea +size 21866 diff --git a/results/chronos_bolt_base/Coastal_T_S/20T/short/predictions.npz b/results/chronos_bolt_base/Coastal_T_S/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..508b2d4c422aeceb2adde38a95132e027e08cf80 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:653a131c310df19cdcfc0e62aaf9d10622174345a02f0714324e5967880ddb5a +size 7215 diff --git a/results/chronos_bolt_base/Coastal_T_S/5T/long/config.json b/results/chronos_bolt_base/Coastal_T_S/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d8ce148e9e0f5df5865e6c6c5db48e56bc3d749c --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/long", + "num_series": 18, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Coastal_T_S/5T/long/metrics.npz b/results/chronos_bolt_base/Coastal_T_S/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c40d61478d51ea773247139efab046008bb53103 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5462b80daf9c4e09737d398fe7ef572664dab8c0728d71eb7a26da70cdd3c446 +size 17771 diff --git a/results/chronos_bolt_base/Coastal_T_S/5T/long/predictions.npz b/results/chronos_bolt_base/Coastal_T_S/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..da7ef2130d08641de59d4d9b5db174c6f9aee6a7 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db433d7ef29e20b82df1226741fd98d4457e05a5a9b5183e0b0feb0bc4522326 +size 257004 diff --git a/results/chronos_bolt_base/Coastal_T_S/5T/medium/config.json b/results/chronos_bolt_base/Coastal_T_S/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f08bb725d06359fd2f094e247f041291321eb9c2 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/medium", + "num_series": 18, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Coastal_T_S/5T/medium/metrics.npz b/results/chronos_bolt_base/Coastal_T_S/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7eae3971792823424ac78e1cc4247d977f6c46da --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56fef73e20f703fdfc000c32cdf876d2ea6ba55cf0ed7d96740e958300e551f4 +size 48598 diff --git a/results/chronos_bolt_base/Coastal_T_S/5T/medium/predictions.npz b/results/chronos_bolt_base/Coastal_T_S/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4e19bec357435e8a9120c523316edd224abfb961 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70b385d08c10a38ceae1cba6c3fb9640c69d4138483ada84ae169f770ba5e80f +size 341118 diff --git a/results/chronos_bolt_base/Coastal_T_S/5T/short/config.json b/results/chronos_bolt_base/Coastal_T_S/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..968ecd14eacd54014be8133e983c07b8483eb0d8 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/short", + "num_series": 18, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Coastal_T_S/5T/short/metrics.npz b/results/chronos_bolt_base/Coastal_T_S/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..464e979662c53efa66c22f146c4f07418e7404e2 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31140f9993bbe27d92d4a011286581c2af487e219e1708fd444c49fcd0d514a1 +size 368969 diff --git a/results/chronos_bolt_base/Coastal_T_S/5T/short/predictions.npz b/results/chronos_bolt_base/Coastal_T_S/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..df236bae6ce2ff2931f9632d6a28b11bfabc180a --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a060f7a249410589924866a55f9621cc46118b0bb3f3b46b4b54f7a897195bcd +size 511054 diff --git a/results/chronos_bolt_base/Coastal_T_S/H/long/config.json b/results/chronos_bolt_base/Coastal_T_S/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..71ec0ac5e787b8c2de612cf870049c7540727c3b --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/long", + "num_series": 24, + "num_windows": 2, + "num_variates": 3, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Coastal_T_S/H/long/metrics.npz b/results/chronos_bolt_base/Coastal_T_S/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7d5a22477c0f36e9e9164f88e7a1c841fcadd117 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d8179e5ef8ed1e842b887c60211b2e4a3615bc4dc962d1281fec47ffab6af5cf +size 10400 diff --git a/results/chronos_bolt_base/Coastal_T_S/H/long/predictions.npz b/results/chronos_bolt_base/Coastal_T_S/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8094fa5a15d0bbba88bbd59addfcbd06f3a47705 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d0977c2881fb74a87c510a96dfbfd1d6c8bed581de15c2e24418f64f25f2e9f +size 82683 diff --git a/results/chronos_bolt_base/Coastal_T_S/H/medium/config.json b/results/chronos_bolt_base/Coastal_T_S/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b6417f558f7acd8b5e748febdca98cb092e30b07 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/medium", + "num_series": 24, + "num_windows": 4, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Coastal_T_S/H/medium/metrics.npz b/results/chronos_bolt_base/Coastal_T_S/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2a74c1e9f5554042e2c80c93bf22606dbed7e83a --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c567ad739e2bf1cde7e05661a3b92f2b47fd683dc90d272b27799cbc52a02cc9 +size 18635 diff --git a/results/chronos_bolt_base/Coastal_T_S/H/medium/predictions.npz b/results/chronos_bolt_base/Coastal_T_S/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4e51610332993b08fc69ce936ad42eb6b6bda083 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2196b9236023f154b268e10a048696bd39f04e499fdc2509d241973908e0a7b5 +size 105525 diff --git a/results/chronos_bolt_base/Coastal_T_S/H/short/config.json b/results/chronos_bolt_base/Coastal_T_S/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..43747b1bc2f4dfa6e226f7c45b626c8d82a525ec --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/short", + "num_series": 24, + "num_windows": 28, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Coastal_T_S/H/short/metrics.npz b/results/chronos_bolt_base/Coastal_T_S/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d649516c07deb3464919c1600c39c217d78c9acd --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87449d4c432146d0abb9136a493a77f01b622deba586bf161f7051ac211c3253 +size 114833 diff --git a/results/chronos_bolt_base/Coastal_T_S/H/short/predictions.npz b/results/chronos_bolt_base/Coastal_T_S/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d8e2b69ee3cd36919219e0d6fc3440867ecf0594 --- /dev/null +++ b/results/chronos_bolt_base/Coastal_T_S/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:234bf7e46a78b8f73ff1dd5d6740541fd2ad09b786c454687246791354952499 +size 146247 diff --git a/results/chronos_bolt_base/Commodity_Import/M/short/config.json b/results/chronos_bolt_base/Commodity_Import/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4107392fd587d6db414c62f3373124d7a7bdd376 --- /dev/null +++ b/results/chronos_bolt_base/Commodity_Import/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Commodity_Import/M/short", + "num_series": 8, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Commodity_Import/M/short/metrics.npz b/results/chronos_bolt_base/Commodity_Import/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2ec6ddd73e707cb94664fdb7e5f87ddc2b144f0f --- /dev/null +++ b/results/chronos_bolt_base/Commodity_Import/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27d4bd7c4ce1339d8eab6cd592acdf7995389871e304928a1a6942e044c7830d +size 4010 diff --git a/results/chronos_bolt_base/Commodity_Import/M/short/predictions.npz b/results/chronos_bolt_base/Commodity_Import/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..565fef39584dde72ccbbe5e5f78d181474c87b0e --- /dev/null +++ b/results/chronos_bolt_base/Commodity_Import/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ba3b4424731ff32c7dd7d906db2d9d70a7ff7e110cba509416b1f870de7925a +size 5824 diff --git a/results/chronos_bolt_base/Commodity_Production/M/short/config.json b/results/chronos_bolt_base/Commodity_Production/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d8dd18881b6a154ed1e00dbde717ae2186d500bd --- /dev/null +++ b/results/chronos_bolt_base/Commodity_Production/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Commodity_Production/M/short", + "num_series": 32, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Commodity_Production/M/short/metrics.npz b/results/chronos_bolt_base/Commodity_Production/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f6063c4cb7bc7b0b02eb7208077815f1a92c6ee9 --- /dev/null +++ b/results/chronos_bolt_base/Commodity_Production/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:79e6a5d06a1cb31091daecf009c0729eb689c1df0fe531bf2c328619f4e2849d +size 10870 diff --git a/results/chronos_bolt_base/Commodity_Production/M/short/predictions.npz b/results/chronos_bolt_base/Commodity_Production/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3b61bd72944d9ca20db917245ee95b5e67a143b5 --- /dev/null +++ b/results/chronos_bolt_base/Commodity_Production/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:608dd173f90a8a5e003907b0c48ef87743402ad5a84ebd3efb9f16fd56ae3191 +size 20514 diff --git a/results/chronos_bolt_base/Crypto/D/short/config.json b/results/chronos_bolt_base/Crypto/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3d9bba6578c7dfd8276d2b65fa62f66aa4f9d6fe --- /dev/null +++ b/results/chronos_bolt_base/Crypto/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Crypto/D/short", + "num_series": 1, + "num_windows": 9, + "num_variates": 4, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Crypto/D/short/metrics.npz b/results/chronos_bolt_base/Crypto/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5ff0a2c27e7fdd30dc22bb856442867f460638da --- /dev/null +++ b/results/chronos_bolt_base/Crypto/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca85d1b9b9c3afe022111b644b1e4097dc4ceffd652cd5c8da9f00736551bbf7 +size 3846 diff --git a/results/chronos_bolt_base/Crypto/D/short/predictions.npz b/results/chronos_bolt_base/Crypto/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8498e0d0df708c81c108dce04240fbe71a33700b --- /dev/null +++ b/results/chronos_bolt_base/Crypto/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ddd0de48775b7eb7074cc030f5e19a2a8a3556f01ae0391d5d6146c488aa637 +size 7731 diff --git a/results/chronos_bolt_base/ECDC_COVID/D/short/config.json b/results/chronos_bolt_base/ECDC_COVID/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..395834afd8b77b46b7f9b53fc78ccf9011cbf656 --- /dev/null +++ b/results/chronos_bolt_base/ECDC_COVID/D/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "ECDC_COVID/D/short", + "num_series": 9, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/ECDC_COVID/D/short/metrics.npz b/results/chronos_bolt_base/ECDC_COVID/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..85ea78de195c93c4b2dc3a32d1d65366998a8c76 --- /dev/null +++ b/results/chronos_bolt_base/ECDC_COVID/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63f1fb2c7f87a254c84bec5ff0b5f3faf050855b22341ed29dd8c01dbd667134 +size 4242 diff --git a/results/chronos_bolt_base/ECDC_COVID/D/short/predictions.npz b/results/chronos_bolt_base/ECDC_COVID/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fce066b0fc0534118c44ffd13d3bcb923c8f0c27 --- /dev/null +++ b/results/chronos_bolt_base/ECDC_COVID/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c19b0ff6135e7bf6c066330954997f5f77e55f1c30c565ae9c14cae596409f3 +size 13634 diff --git a/results/chronos_bolt_base/ECDC_COVID/W/short/config.json b/results/chronos_bolt_base/ECDC_COVID/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..101dfefbcf57ef5b2ad5bcab65553e7875318ce6 --- /dev/null +++ b/results/chronos_bolt_base/ECDC_COVID/W/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "ECDC_COVID/W/short", + "num_series": 16, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/ECDC_COVID/W/short/metrics.npz b/results/chronos_bolt_base/ECDC_COVID/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c2298922ac233568713540ea456e3a7de19faaeb --- /dev/null +++ b/results/chronos_bolt_base/ECDC_COVID/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:357ee45a0d5a6b5afc3a0a15825a3aedc8bf3ef2b6cd2beeb3695e99f1603c05 +size 5619 diff --git a/results/chronos_bolt_base/ECDC_COVID/W/short/predictions.npz b/results/chronos_bolt_base/ECDC_COVID/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e88aa86fc856e3a66e0af6da142f28a35af9abf1 --- /dev/null +++ b/results/chronos_bolt_base/ECDC_COVID/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2f558dca91f17daf7ebaa81f73156077b429cfa91c8293123f7fa262b5330de +size 10764 diff --git a/results/chronos_bolt_base/EWELD_Load/15T/long/config.json b/results/chronos_bolt_base/EWELD_Load/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ed13cbf5d256394dc96981f4093f8c471e544272 --- /dev/null +++ b/results/chronos_bolt_base/EWELD_Load/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/long", + "num_series": 1, + "num_windows": 2, + "num_variates": 10, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/EWELD_Load/15T/long/metrics.npz b/results/chronos_bolt_base/EWELD_Load/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d30b5292e0fd1c0152a41a9d65e09e4fb13fe017 --- /dev/null +++ b/results/chronos_bolt_base/EWELD_Load/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:027bf6a6af34b3f0748855c8ab2aa7875a9dda5a4471c56687b00f9ddede94bd +size 2842 diff --git a/results/chronos_bolt_base/EWELD_Load/15T/long/predictions.npz b/results/chronos_bolt_base/EWELD_Load/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e597c5b846efb0b28c766203c22409001fe3a4ac --- /dev/null +++ b/results/chronos_bolt_base/EWELD_Load/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b40aa98c6a4b0dfd0aee1d7e719d6aa598c65b4c9da39e7af3ce297791d432a +size 131268 diff --git a/results/chronos_bolt_base/EWELD_Load/15T/medium/config.json b/results/chronos_bolt_base/EWELD_Load/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f2c2c5dd737468f4dff4f3b46df70c6db2601724 --- /dev/null +++ b/results/chronos_bolt_base/EWELD_Load/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/medium", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/EWELD_Load/15T/medium/metrics.npz b/results/chronos_bolt_base/EWELD_Load/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7c75932e2fd007c0ddf7361d0b5eadc3e55caa05 --- /dev/null +++ b/results/chronos_bolt_base/EWELD_Load/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:510d9367ab5f7d32f147adb45d43e589e716f0ac42520a679e9fbedf3726cce3 +size 10224 diff --git a/results/chronos_bolt_base/EWELD_Load/15T/medium/predictions.npz b/results/chronos_bolt_base/EWELD_Load/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e211cadc0668900a0607c7c5ccbef8f93de50331 --- /dev/null +++ b/results/chronos_bolt_base/EWELD_Load/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d4d366d84269260bf6376cfe6dd6b7a87ec797a0aa70301735af9fc1cf4f729 +size 142040 diff --git a/results/chronos_bolt_base/EWELD_Load/15T/short/config.json b/results/chronos_bolt_base/EWELD_Load/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a694c7b77f8288afd22b93e9c473f7aa68ee96de --- /dev/null +++ b/results/chronos_bolt_base/EWELD_Load/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/short", + "num_series": 1, + "num_windows": 56, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/EWELD_Load/15T/short/metrics.npz b/results/chronos_bolt_base/EWELD_Load/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6f98a803e1c7970d07886bcade88930caa91130f --- /dev/null +++ b/results/chronos_bolt_base/EWELD_Load/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b17c179d6dc9af4b24a78297c18436f633299d196015f112b0ef2d1fc2189132 +size 34441 diff --git a/results/chronos_bolt_base/EWELD_Load/15T/short/predictions.npz b/results/chronos_bolt_base/EWELD_Load/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d33ef6632633b87c6b052a56639c5db630c4241f --- /dev/null +++ b/results/chronos_bolt_base/EWELD_Load/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aea3e5cbced11fbd1c1193cadf80628b53f978dd5cd2e521197ea20bf981ece5 +size 144940 diff --git a/results/chronos_bolt_base/Finland_Traffic/15T/long/config.json b/results/chronos_bolt_base/Finland_Traffic/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fc2e81a2cafe9c93c527a32a15191ce9d26e7859 --- /dev/null +++ b/results/chronos_bolt_base/Finland_Traffic/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Finland_Traffic/15T/long/metrics.npz b/results/chronos_bolt_base/Finland_Traffic/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..33de9c03dd7716ca382a0f0be230c0d75160d9c7 --- /dev/null +++ b/results/chronos_bolt_base/Finland_Traffic/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ed64830dea3561ab0039ba777ea9cc3ec2ed3782096de11bdcff06d41620753 +size 1762 diff --git a/results/chronos_bolt_base/Finland_Traffic/15T/long/predictions.npz b/results/chronos_bolt_base/Finland_Traffic/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3289629a16d90dd9057e01a45bc560c15228071e --- /dev/null +++ b/results/chronos_bolt_base/Finland_Traffic/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a18b7fc0c82f11ab5a599bdf741fb8b5b5a95bc3c18ed8efdd62f4a5dc257f71 +size 30186 diff --git a/results/chronos_bolt_base/Finland_Traffic/15T/medium/config.json b/results/chronos_bolt_base/Finland_Traffic/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bc37281d13db699bae45e52d218aa053f6ef0134 --- /dev/null +++ b/results/chronos_bolt_base/Finland_Traffic/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/medium", + "num_series": 1, + "num_windows": 31, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Finland_Traffic/15T/medium/metrics.npz b/results/chronos_bolt_base/Finland_Traffic/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6873464b997889075f1d7aed7fed47c15ad2b6e9 --- /dev/null +++ b/results/chronos_bolt_base/Finland_Traffic/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9fc2cdbf43b4810f29490c1fbcf5ea59969b62d77a5e286888ecb51e978679f3 +size 3387 diff --git a/results/chronos_bolt_base/Finland_Traffic/15T/medium/predictions.npz b/results/chronos_bolt_base/Finland_Traffic/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..975cadcbc06b4dab818ad3c73d0fdb1c91014ec3 --- /dev/null +++ b/results/chronos_bolt_base/Finland_Traffic/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6fac32c6496f43d76ad3c47371258e896f02494ad66162872728c64bcb2b891a +size 32484 diff --git a/results/chronos_bolt_base/Finland_Traffic/15T/short/config.json b/results/chronos_bolt_base/Finland_Traffic/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8de2ec2903b668d3bb03caf375149e3ee6334dcc --- /dev/null +++ b/results/chronos_bolt_base/Finland_Traffic/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/short", + "num_series": 1, + "num_windows": 186, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Finland_Traffic/15T/short/metrics.npz b/results/chronos_bolt_base/Finland_Traffic/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ad4c5acec6a06e6ba52287226f2801585aacae2b --- /dev/null +++ b/results/chronos_bolt_base/Finland_Traffic/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9093904712dd612bc5ba8cdcd6beb2ce53866cdec9e8b9f4e791de1225350c7b +size 11560 diff --git a/results/chronos_bolt_base/Finland_Traffic/15T/short/predictions.npz b/results/chronos_bolt_base/Finland_Traffic/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..38aaecdb31a7e89f042773ca4ef7d49a4fdf596e --- /dev/null +++ b/results/chronos_bolt_base/Finland_Traffic/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d419fa4dd4fd8d99f358c4008df05b8c86fc6f30a3d40c7d257d721b902e5b9a +size 32822 diff --git a/results/chronos_bolt_base/Global_Influenza/W/short/config.json b/results/chronos_bolt_base/Global_Influenza/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b62a68e8f9ec5e7910ce3e75995167957dc18678 --- /dev/null +++ b/results/chronos_bolt_base/Global_Influenza/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Global_Influenza/W/short", + "num_series": 15, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Global_Influenza/W/short/metrics.npz b/results/chronos_bolt_base/Global_Influenza/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ac6fd982c1ba805a190086a2be1bc8dc46e5331b --- /dev/null +++ b/results/chronos_bolt_base/Global_Influenza/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f7d3937f97b9ae68bbda4b7831390dc98f5a29150a689e5514707aeb04ffcca +size 14755 diff --git a/results/chronos_bolt_base/Global_Influenza/W/short/predictions.npz b/results/chronos_bolt_base/Global_Influenza/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..91c3ec7fe0cdb88010d6470def1bd1e29d61e0a9 --- /dev/null +++ b/results/chronos_bolt_base/Global_Influenza/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e9f2fe3bb587ea907d33fa509d6c913ec1ed47274555573ee119a0c2eec7b92 +size 39540 diff --git a/results/chronos_bolt_base/Global_Price/Q/short/config.json b/results/chronos_bolt_base/Global_Price/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..178336a5ade9c7e3c7c9da1fa723f51a20f24661 --- /dev/null +++ b/results/chronos_bolt_base/Global_Price/Q/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Global_Price/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 60, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Global_Price/Q/short/metrics.npz b/results/chronos_bolt_base/Global_Price/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..63cfd0a350138ac24faa43e0079aef1a61730c2e --- /dev/null +++ b/results/chronos_bolt_base/Global_Price/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b70328f37f778e15ac80708ff579c2ecc6038d72f9dfb532e69ea635cb73f93 +size 19097 diff --git a/results/chronos_bolt_base/Global_Price/Q/short/predictions.npz b/results/chronos_bolt_base/Global_Price/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..54977a8460c4362b83369c8de7a67b296cf2c247 --- /dev/null +++ b/results/chronos_bolt_base/Global_Price/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b19febc9e49605cfc8abbead261eb9158f745cc466f88c16663f9aa924c314c +size 15344 diff --git a/results/chronos_bolt_base/Housing_Inventory/M/short/config.json b/results/chronos_bolt_base/Housing_Inventory/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e70cec3e26fad230abe4db9542e872367b962a63 --- /dev/null +++ b/results/chronos_bolt_base/Housing_Inventory/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Housing_Inventory/M/short", + "num_series": 1, + "num_windows": 3, + "num_variates": 4, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Housing_Inventory/M/short/metrics.npz b/results/chronos_bolt_base/Housing_Inventory/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..18e018a6ccb28457af794035b37b778b2d3c4f4a --- /dev/null +++ b/results/chronos_bolt_base/Housing_Inventory/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd511c640916ea4a7b92ced035efe2d22a66a065322da6d587a210a46ac8f8da +size 2236 diff --git a/results/chronos_bolt_base/Housing_Inventory/M/short/predictions.npz b/results/chronos_bolt_base/Housing_Inventory/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..032ebb622f21cb6d976a9ab8aa2025eb2a8b6095 --- /dev/null +++ b/results/chronos_bolt_base/Housing_Inventory/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:824c1f85c984437183c97f056e0f894ad085241a5cc13a69e58e8b94bf1f8dc5 +size 2041 diff --git a/results/chronos_bolt_base/JOLTS/M/short/config.json b/results/chronos_bolt_base/JOLTS/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..51b9ae8cd228174f22708d12c3bc9d2da8e20fb4 --- /dev/null +++ b/results/chronos_bolt_base/JOLTS/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "JOLTS/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/JOLTS/M/short/metrics.npz b/results/chronos_bolt_base/JOLTS/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f85e9f9b004ae3bb77f8d723913fadc7f53aa189 --- /dev/null +++ b/results/chronos_bolt_base/JOLTS/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf46bdd4e3fd920cd05bc82edb9048609a1f28d2b49a0c48b0522339dc9e8285 +size 3296 diff --git a/results/chronos_bolt_base/JOLTS/M/short/predictions.npz b/results/chronos_bolt_base/JOLTS/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d41faf2c5fa429691ba86ddbe9fd074be06e9f68 --- /dev/null +++ b/results/chronos_bolt_base/JOLTS/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a249d9ccfae019181b229565b2e326340ecdea6c849465e74acfb8179353aa2 +size 4672 diff --git a/results/chronos_bolt_base/Job_Claims/W/short/config.json b/results/chronos_bolt_base/Job_Claims/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..21b13caf35dcb28b4b2641057bc81e7056267b5a --- /dev/null +++ b/results/chronos_bolt_base/Job_Claims/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Job_Claims/W/short", + "num_series": 1, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Job_Claims/W/short/metrics.npz b/results/chronos_bolt_base/Job_Claims/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2b36643879c8f19d94c7e736efef5fd8f791f5dc --- /dev/null +++ b/results/chronos_bolt_base/Job_Claims/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49e13c6a118ce62f04b436dee481d12b6e072faa5ab10c16bde2e5148b385ea1 +size 2022 diff --git a/results/chronos_bolt_base/Job_Claims/W/short/predictions.npz b/results/chronos_bolt_base/Job_Claims/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bca2ab85559fb99a11a97157696c9a10fde27e5f --- /dev/null +++ b/results/chronos_bolt_base/Job_Claims/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:032ff65de266dedb42375534cce860b37de4158a3061f4562a4c230307b3962e +size 1097 diff --git a/results/chronos_bolt_base/MetroPT-3/5T/long/config.json b/results/chronos_bolt_base/MetroPT-3/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..06776746ec683d30c7c66be7a79f84dcf3dfc81a --- /dev/null +++ b/results/chronos_bolt_base/MetroPT-3/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/long", + "num_series": 1, + "num_windows": 3, + "num_variates": 6, + "prediction_length": 576, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/MetroPT-3/5T/long/metrics.npz b/results/chronos_bolt_base/MetroPT-3/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c34a7202d3ea69af5d5a92812626513924b28b8f --- /dev/null +++ b/results/chronos_bolt_base/MetroPT-3/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b55fe0290ba769df157bcdd78f82d317940a208c7536cfc496ab8f59123c119b +size 2713 diff --git a/results/chronos_bolt_base/MetroPT-3/5T/long/predictions.npz b/results/chronos_bolt_base/MetroPT-3/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8f824381492a4f1fee1647a3e2269f5f35c4fc2b --- /dev/null +++ b/results/chronos_bolt_base/MetroPT-3/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5cd9fbc671e4bb884dd09bd97a565e53d5dcb447a5f5c9c4b2d07cc9f1309c9 +size 43535 diff --git a/results/chronos_bolt_base/MetroPT-3/5T/medium/config.json b/results/chronos_bolt_base/MetroPT-3/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bcdc1d31284abc26e258b1fbb9242062227838dc --- /dev/null +++ b/results/chronos_bolt_base/MetroPT-3/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/medium", + "num_series": 1, + "num_windows": 6, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/MetroPT-3/5T/medium/metrics.npz b/results/chronos_bolt_base/MetroPT-3/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e6a6f6ac69c1b37e58e2f658e5f4b3a767d33aed --- /dev/null +++ b/results/chronos_bolt_base/MetroPT-3/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee905b8ad701aa35660fb04e02726b7830fb4e797f06afc3504a3c35296755c7 +size 3914 diff --git a/results/chronos_bolt_base/MetroPT-3/5T/medium/predictions.npz b/results/chronos_bolt_base/MetroPT-3/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..16202dcc6960387a4cb2ebfc5698d5e0c5e6c1e8 --- /dev/null +++ b/results/chronos_bolt_base/MetroPT-3/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:14ede70c165ac720ffc07cbc76181dc3b8752dbd57887efcd1e5f7714e668c39 +size 51295 diff --git a/results/chronos_bolt_base/MetroPT-3/5T/short/config.json b/results/chronos_bolt_base/MetroPT-3/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b47bce954ed89b06c258d6276fefa8138d4e8960 --- /dev/null +++ b/results/chronos_bolt_base/MetroPT-3/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/short", + "num_series": 1, + "num_windows": 36, + "num_variates": 6, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/MetroPT-3/5T/short/metrics.npz b/results/chronos_bolt_base/MetroPT-3/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..27f309154c181cd8283c05501b1dca3b13384b66 --- /dev/null +++ b/results/chronos_bolt_base/MetroPT-3/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f023d075a050dffc1496d3f4727f697ed8e1ad943a876add9af7cb7005a0c2b +size 14399 diff --git a/results/chronos_bolt_base/MetroPT-3/5T/short/predictions.npz b/results/chronos_bolt_base/MetroPT-3/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..660876deda39f460d81dee4334a25ee998576a6d --- /dev/null +++ b/results/chronos_bolt_base/MetroPT-3/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7a0556f9f9c44b4b0bf1dba7939bb82f7688a7f79267bbe78559554685678b0 +size 64350 diff --git a/results/chronos_bolt_base/NE_China_Wind/H/long/config.json b/results/chronos_bolt_base/NE_China_Wind/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..057881854a3d62776f7c4d3e08aeebf336a35296 --- /dev/null +++ b/results/chronos_bolt_base/NE_China_Wind/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/NE_China_Wind/H/long/metrics.npz b/results/chronos_bolt_base/NE_China_Wind/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..68e1712ec8611b2bc184eeeb754af7e929b09d5e --- /dev/null +++ b/results/chronos_bolt_base/NE_China_Wind/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5c9652c51ddfad3debc1948d6b18b76741b2323386fc579176dbde73a081445 +size 2560 diff --git a/results/chronos_bolt_base/NE_China_Wind/H/long/predictions.npz b/results/chronos_bolt_base/NE_China_Wind/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..702927ed49e995615843473f8ad0057f5f2267f5 --- /dev/null +++ b/results/chronos_bolt_base/NE_China_Wind/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:709e6bfa4d00ce0dae69b50287bd30b33e320bfb17f4a988fffc7dd7a44cd60a +size 28828 diff --git a/results/chronos_bolt_base/NE_China_Wind/H/medium/config.json b/results/chronos_bolt_base/NE_China_Wind/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3d30cc8fa83e2779da3e8c0b83223b25c646a264 --- /dev/null +++ b/results/chronos_bolt_base/NE_China_Wind/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/medium", + "num_series": 1, + "num_windows": 10, + "num_variates": 4, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/NE_China_Wind/H/medium/metrics.npz b/results/chronos_bolt_base/NE_China_Wind/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4893c42846d6e7133a5bc2fa7bf318506951b913 --- /dev/null +++ b/results/chronos_bolt_base/NE_China_Wind/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:154f0ab16ba8f0208b8b0851ba8720557a6a45bd7b7f77e2ea90aa935fdc5181 +size 4148 diff --git a/results/chronos_bolt_base/NE_China_Wind/H/medium/predictions.npz b/results/chronos_bolt_base/NE_China_Wind/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e755a228851f662da7a686d16f3726038bfbfdfc --- /dev/null +++ b/results/chronos_bolt_base/NE_China_Wind/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0db5706c83633e9a27e69f0e91a7a1054a37738d950951570b0cfbc141e597c6 +size 31410 diff --git a/results/chronos_bolt_base/NE_China_Wind/H/short/config.json b/results/chronos_bolt_base/NE_China_Wind/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f02bd95a2e0f4a2ff111948bd18a5ff35784a890 --- /dev/null +++ b/results/chronos_bolt_base/NE_China_Wind/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/short", + "num_series": 1, + "num_windows": 30, + "num_variates": 4, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/NE_China_Wind/H/short/metrics.npz b/results/chronos_bolt_base/NE_China_Wind/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..76b94da0d9f5915debc7effcab2d799479cd5248 --- /dev/null +++ b/results/chronos_bolt_base/NE_China_Wind/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c028b3e000060ea5289790238e912bbf689e95cb84e053a7268af6e6394677af +size 8966 diff --git a/results/chronos_bolt_base/NE_China_Wind/H/short/predictions.npz b/results/chronos_bolt_base/NE_China_Wind/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c3b00cccbc58d689ed148b226eb7c45b16b52419 --- /dev/null +++ b/results/chronos_bolt_base/NE_China_Wind/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f75e2f6367b76b1e9ed22b9c1856de6f48456fb875526e19bc542145adf93e6b +size 31847 diff --git a/results/chronos_bolt_base/Oil_Price/B/short/config.json b/results/chronos_bolt_base/Oil_Price/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b1e148f35aac36eda60e2d6f2610dcda4ff8f26d --- /dev/null +++ b/results/chronos_bolt_base/Oil_Price/B/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Oil_Price/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 12, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Oil_Price/B/short/metrics.npz b/results/chronos_bolt_base/Oil_Price/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..25745645d34ec5dd782ea8a83811af0c3e681d56 --- /dev/null +++ b/results/chronos_bolt_base/Oil_Price/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd0f3d1d7c82cfe251b893fe89961e83f10cb897075c1353e49099d6acec605c +size 26239 diff --git a/results/chronos_bolt_base/Oil_Price/B/short/predictions.npz b/results/chronos_bolt_base/Oil_Price/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5cc7b76f7ce16c2402b6de1e5eac856fa9d58532 --- /dev/null +++ b/results/chronos_bolt_base/Oil_Price/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af9c2f1014d898d014bfc23b22e24077453e1872e580b21cdb4a41af993e3e0c +size 41159 diff --git a/results/chronos_bolt_base/Online_Retail_2_UCI/D/short/config.json b/results/chronos_bolt_base/Online_Retail_2_UCI/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..710af9dce767a141674ace64c313af9762990047 --- /dev/null +++ b/results/chronos_bolt_base/Online_Retail_2_UCI/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Online_Retail_2_UCI/D/short", + "num_series": 1, + "num_windows": 6, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Online_Retail_2_UCI/D/short/metrics.npz b/results/chronos_bolt_base/Online_Retail_2_UCI/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b267f1a285eb98b821891f7efb39dc3eef0c1e4e --- /dev/null +++ b/results/chronos_bolt_base/Online_Retail_2_UCI/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d031727f5e0ff42eeb9eeb2a78a0f934ff73ad65df0cf497419cfd942af9d11 +size 1903 diff --git a/results/chronos_bolt_base/Online_Retail_2_UCI/D/short/predictions.npz b/results/chronos_bolt_base/Online_Retail_2_UCI/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bcfb09f9e7e3c8a312a03a28596b2c62d8d10f0d --- /dev/null +++ b/results/chronos_bolt_base/Online_Retail_2_UCI/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90568a150d17aafb48f992cf610f3bed1a1494d2e48ca553fda6ba139b63ea20 +size 2800 diff --git a/results/chronos_bolt_base/OpenElectricity_NEM/5T/long/config.json b/results/chronos_bolt_base/OpenElectricity_NEM/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a5c8fc742454259cdb81ec723dc5312290c1a8db --- /dev/null +++ b/results/chronos_bolt_base/OpenElectricity_NEM/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/long", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/OpenElectricity_NEM/5T/long/metrics.npz b/results/chronos_bolt_base/OpenElectricity_NEM/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5b436190a0a6c1bf5f7ef1efe4901422ede8ba8e --- /dev/null +++ b/results/chronos_bolt_base/OpenElectricity_NEM/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb35778f7c9162d428ebcd882b96a80eefd9fa178ca7d1889a6648eb9b5266d0 +size 10258 diff --git a/results/chronos_bolt_base/OpenElectricity_NEM/5T/long/predictions.npz b/results/chronos_bolt_base/OpenElectricity_NEM/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1398d21f5aa16872698e6709e6235827887a6b63 --- /dev/null +++ b/results/chronos_bolt_base/OpenElectricity_NEM/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63809fcc93fdc38752c021e3b8674325c7985d1233bcc06dc9af08b2dcbb3606 +size 272426 diff --git a/results/chronos_bolt_base/OpenElectricity_NEM/5T/medium/config.json b/results/chronos_bolt_base/OpenElectricity_NEM/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..eb8778fac8f1a2aae2aec26d5f5014ec1ce77a42 --- /dev/null +++ b/results/chronos_bolt_base/OpenElectricity_NEM/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/medium", + "num_series": 1, + "num_windows": 42, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/OpenElectricity_NEM/5T/medium/metrics.npz b/results/chronos_bolt_base/OpenElectricity_NEM/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..59c4196ed333733c1a58ef5b544cdddaacc4af75 --- /dev/null +++ b/results/chronos_bolt_base/OpenElectricity_NEM/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be891b05996923ff931c8c6cb2460c4d508a032a43e897ee7ba327b5661c654d +size 26332 diff --git a/results/chronos_bolt_base/OpenElectricity_NEM/5T/medium/predictions.npz b/results/chronos_bolt_base/OpenElectricity_NEM/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..692e8c5c95581e1436e274d3310040299eff70ac --- /dev/null +++ b/results/chronos_bolt_base/OpenElectricity_NEM/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6f98ce78ea496fe438705be58275515b7285eee1e60449c60da390b8087717f +size 284910 diff --git a/results/chronos_bolt_base/OpenElectricity_NEM/5T/short/config.json b/results/chronos_bolt_base/OpenElectricity_NEM/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a14395f0fc19d220c93ea5aa17123322865a632a --- /dev/null +++ b/results/chronos_bolt_base/OpenElectricity_NEM/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/short", + "num_series": 1, + "num_windows": 168, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/OpenElectricity_NEM/5T/short/metrics.npz b/results/chronos_bolt_base/OpenElectricity_NEM/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..504265b60ee3f2550b361412632dd723b4a6fef0 --- /dev/null +++ b/results/chronos_bolt_base/OpenElectricity_NEM/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f1a9863984dca32d56abdc9a7522e3f3cb4fae12d66125ee86aaa59304f1983 +size 98175 diff --git a/results/chronos_bolt_base/OpenElectricity_NEM/5T/short/predictions.npz b/results/chronos_bolt_base/OpenElectricity_NEM/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..97f6192a3e00b94fc09cf367ddda3cf348220a9a --- /dev/null +++ b/results/chronos_bolt_base/OpenElectricity_NEM/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d0f8e5933db702f8b1f5f95cab8dd625602568ccee362b98e263bf0db5ca8e7 +size 291908 diff --git a/results/chronos_bolt_base/Port_Activity/D/short/config.json b/results/chronos_bolt_base/Port_Activity/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2c5125e540ba1d6726c85011c8f51ef0e5cb5269 --- /dev/null +++ b/results/chronos_bolt_base/Port_Activity/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Port_Activity/D/short", + "num_series": 99, + "num_windows": 12, + "num_variates": 2, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Port_Activity/D/short/metrics.npz b/results/chronos_bolt_base/Port_Activity/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cf48dbf25e189157de15102a424245ed4d0ffbd8 --- /dev/null +++ b/results/chronos_bolt_base/Port_Activity/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6699d1be973eb293f1a2793e37ecde68cb6cc5f0bf3dd04fbeb67e4c4e61a179 +size 141223 diff --git a/results/chronos_bolt_base/Port_Activity/D/short/predictions.npz b/results/chronos_bolt_base/Port_Activity/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d79e074f5343a01e0f3ab68a3c5cc8e31f475c8d --- /dev/null +++ b/results/chronos_bolt_base/Port_Activity/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b74144375adb577d6a540af378ef86dd8d9ca4cc45c67f7d7ecd14dd44fb1a5 +size 785121 diff --git a/results/chronos_bolt_base/Port_Activity/W/short/config.json b/results/chronos_bolt_base/Port_Activity/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d99f4b0a6ddd179d4bb4a838f60becf370f61d27 --- /dev/null +++ b/results/chronos_bolt_base/Port_Activity/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Port_Activity/W/short", + "num_series": 99, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Port_Activity/W/short/metrics.npz b/results/chronos_bolt_base/Port_Activity/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0a91025dfc62f1b1b63f53a8b910181505bb16fa --- /dev/null +++ b/results/chronos_bolt_base/Port_Activity/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b393303e85e45339916856a471146600d7877803cc8fda9086e76f7b20f486f8 +size 47784 diff --git a/results/chronos_bolt_base/Port_Activity/W/short/predictions.npz b/results/chronos_bolt_base/Port_Activity/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6de0bd2de0c80d949ef46fb4ae990c4dcf079ef4 --- /dev/null +++ b/results/chronos_bolt_base/Port_Activity/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa657fee836b8954424575d4d250f4926562308bcbfebc70c7c55124c2ef81a5 +size 99546 diff --git a/results/chronos_bolt_base/SG_Carpark/15T/long/config.json b/results/chronos_bolt_base/SG_Carpark/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2fd78872bc402495acf3d65975b85c604dadec6b --- /dev/null +++ b/results/chronos_bolt_base/SG_Carpark/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/long", + "num_series": 354, + "num_windows": 1, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/SG_Carpark/15T/long/metrics.npz b/results/chronos_bolt_base/SG_Carpark/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8ac4eaa3b5091af1dd89cc53776cd897b361a5bd --- /dev/null +++ b/results/chronos_bolt_base/SG_Carpark/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f8fa3d3cf0c74ee562c475cdc03b9faf3ad43100ac92b86f72f1e1eeb342f05 +size 21062 diff --git a/results/chronos_bolt_base/SG_Carpark/15T/long/predictions.npz b/results/chronos_bolt_base/SG_Carpark/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..61d106a3a7e3cf246900e8e95f1c7baf98dda0ff --- /dev/null +++ b/results/chronos_bolt_base/SG_Carpark/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4756356f16cfa27b6f141ff3071740b32cf68d341f9209a495322278900eeeae +size 1191511 diff --git a/results/chronos_bolt_base/SG_Carpark/15T/medium/config.json b/results/chronos_bolt_base/SG_Carpark/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..441af25cca8b8a165e22eeee27c03e160015e504 --- /dev/null +++ b/results/chronos_bolt_base/SG_Carpark/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/medium", + "num_series": 354, + "num_windows": 7, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/SG_Carpark/15T/medium/metrics.npz b/results/chronos_bolt_base/SG_Carpark/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0a0482037230f87db170ac11d51e1630931e51ce --- /dev/null +++ b/results/chronos_bolt_base/SG_Carpark/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:768eb1128ba4eddf9ab454bc616639c5d204955ed6c05fe31a213e482485ae0f +size 129608 diff --git a/results/chronos_bolt_base/SG_Carpark/15T/medium/predictions.npz b/results/chronos_bolt_base/SG_Carpark/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a40be905af1768363d0ee1636f5683a59ce4531e --- /dev/null +++ b/results/chronos_bolt_base/SG_Carpark/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc13a9c21c5ba9e2587f0281d59f468ad1b26917f9219617466c6d6e43637a0a +size 1341042 diff --git a/results/chronos_bolt_base/SG_Carpark/15T/short/config.json b/results/chronos_bolt_base/SG_Carpark/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..eda94dfc986120052421b700a24e66e7d9cdc960 --- /dev/null +++ b/results/chronos_bolt_base/SG_Carpark/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/short", + "num_series": 354, + "num_windows": 42, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/SG_Carpark/15T/short/metrics.npz b/results/chronos_bolt_base/SG_Carpark/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0b86bacaf889c214b2e7ed8ae94154f49c5ebd31 --- /dev/null +++ b/results/chronos_bolt_base/SG_Carpark/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8259ab85c49d2d4c203eadbfed99bceb9df8a7c2017082f0a0048e4f5e26686b +size 683009 diff --git a/results/chronos_bolt_base/SG_Carpark/15T/short/predictions.npz b/results/chronos_bolt_base/SG_Carpark/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..48c67811d79fd6817de8df86a2c795c87c78b706 --- /dev/null +++ b/results/chronos_bolt_base/SG_Carpark/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ede2596980d26da4de0c3b8a03f95def6d14fde7d3cf21d49dd77063098f1a61 +size 1396968 diff --git a/results/chronos_bolt_base/SG_PM25/H/long/config.json b/results/chronos_bolt_base/SG_PM25/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..52c08408f3b430316103258b7484e49a11549177 --- /dev/null +++ b/results/chronos_bolt_base/SG_PM25/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/long", + "num_series": 1, + "num_windows": 13, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/SG_PM25/H/long/metrics.npz b/results/chronos_bolt_base/SG_PM25/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e9e2fa4f5aff97399cd0afc7a7668225cb0c3699 --- /dev/null +++ b/results/chronos_bolt_base/SG_PM25/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b43e78a44ae4d55e41297ef30ecf8e729664d294530daa56c41267a205f02793 +size 5471 diff --git a/results/chronos_bolt_base/SG_PM25/H/long/predictions.npz b/results/chronos_bolt_base/SG_PM25/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0cdf599531c69c6ec12f4b589a2fe72a7117b211 --- /dev/null +++ b/results/chronos_bolt_base/SG_PM25/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:759b8d642720c32349f7677b9fb92792a14f34059bb83e91754209d83e1a79bb +size 98970 diff --git a/results/chronos_bolt_base/SG_PM25/H/medium/config.json b/results/chronos_bolt_base/SG_PM25/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..10d1bb09fca948c57ec7f649544b585e3f3c7705 --- /dev/null +++ b/results/chronos_bolt_base/SG_PM25/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/medium", + "num_series": 1, + "num_windows": 30, + "num_variates": 5, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/SG_PM25/H/medium/metrics.npz b/results/chronos_bolt_base/SG_PM25/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cdb1441391fab60bc3f515cc1f6cc138892a12df --- /dev/null +++ b/results/chronos_bolt_base/SG_PM25/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c777234f1452d9113f6d759cb4307fe93d28cd0b18719ff341d0fa4e44edb1c3 +size 9878 diff --git a/results/chronos_bolt_base/SG_PM25/H/medium/predictions.npz b/results/chronos_bolt_base/SG_PM25/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e44dedcfd8b0c68fb2fcb64d9eafe26839bb190e --- /dev/null +++ b/results/chronos_bolt_base/SG_PM25/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea30bf48c5e747b95ffc3ab9d7c444703e301c0ca35837d7e1ba44865264be66 +size 103094 diff --git a/results/chronos_bolt_base/SG_PM25/H/short/config.json b/results/chronos_bolt_base/SG_PM25/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a39c69afae990e768a5440c339028dece48b4e9d --- /dev/null +++ b/results/chronos_bolt_base/SG_PM25/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/short", + "num_series": 1, + "num_windows": 92, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/SG_PM25/H/short/metrics.npz b/results/chronos_bolt_base/SG_PM25/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3ed36907ff3efdb819e7b0564433d9776b8225e2 --- /dev/null +++ b/results/chronos_bolt_base/SG_PM25/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be1014860d7adb052d17adae30799e7e5ff3ed215449dbef70765a8bcb685084 +size 25458 diff --git a/results/chronos_bolt_base/SG_PM25/H/short/predictions.npz b/results/chronos_bolt_base/SG_PM25/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ef91fcf5e95e9eddf93954ccdd8508f24d2a7af9 --- /dev/null +++ b/results/chronos_bolt_base/SG_PM25/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c3a764337eb7d7592adb607b00af0fd764a3fc0cbeb5f45ebcf8de417dec544 +size 108837 diff --git a/results/chronos_bolt_base/SG_Weather/D/long/config.json b/results/chronos_bolt_base/SG_Weather/D/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a06aff53e2f06b04bc2d4298fc85d8f5096b5a29 --- /dev/null +++ b/results/chronos_bolt_base/SG_Weather/D/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/long", + "num_series": 6, + "num_windows": 26, + "num_variates": 4, + "prediction_length": 14, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/SG_Weather/D/long/metrics.npz b/results/chronos_bolt_base/SG_Weather/D/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1f18a48618b00eb3ed15ca1ed1ac25bbae5d086b --- /dev/null +++ b/results/chronos_bolt_base/SG_Weather/D/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c614f5885fd8356423582c8f493aee3b5d5208297968467ac8f0f12c0599aa0 +size 37723 diff --git a/results/chronos_bolt_base/SG_Weather/D/long/predictions.npz b/results/chronos_bolt_base/SG_Weather/D/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f62dd65b93e9c6b92a07a84ee1301650e554d0fe --- /dev/null +++ b/results/chronos_bolt_base/SG_Weather/D/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94d2d1790b2ee7c743ac946044a127d10c3438baf4e5f252e8ab617c77547650 +size 64855 diff --git a/results/chronos_bolt_base/SG_Weather/D/medium/config.json b/results/chronos_bolt_base/SG_Weather/D/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a557a021dc645fae742958194ea906755ac45345 --- /dev/null +++ b/results/chronos_bolt_base/SG_Weather/D/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/medium", + "num_series": 6, + "num_windows": 52, + "num_variates": 4, + "prediction_length": 7, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/SG_Weather/D/medium/metrics.npz b/results/chronos_bolt_base/SG_Weather/D/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..337956f47c19fd4a5a792303539d70e5e89e4fe2 --- /dev/null +++ b/results/chronos_bolt_base/SG_Weather/D/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b70f33384c4f971bdc9db26cf61083b682c987f1712cd9c451f1b0bfd163b5c +size 71290 diff --git a/results/chronos_bolt_base/SG_Weather/D/medium/predictions.npz b/results/chronos_bolt_base/SG_Weather/D/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9007c252c793d0788fafa4cd1855c2cd558b5904 --- /dev/null +++ b/results/chronos_bolt_base/SG_Weather/D/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f80d59fb03bea1ad0ba181139aac7c21264c42df4170a178c94c1917ebb71bf +size 72573 diff --git a/results/chronos_bolt_base/SG_Weather/D/short/config.json b/results/chronos_bolt_base/SG_Weather/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a4237a719cecbfb22ec13bee129954f7290f1e94 --- /dev/null +++ b/results/chronos_bolt_base/SG_Weather/D/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/short", + "num_series": 6, + "num_windows": 122, + "num_variates": 4, + "prediction_length": 3, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/SG_Weather/D/short/metrics.npz b/results/chronos_bolt_base/SG_Weather/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..300579938b2ae83f6c161eb54225d7dee8142db8 --- /dev/null +++ b/results/chronos_bolt_base/SG_Weather/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca20c4ec290d32832b010539dd8715ed7c0a549eaa06a51062921e894987f90a +size 158958 diff --git a/results/chronos_bolt_base/SG_Weather/D/short/predictions.npz b/results/chronos_bolt_base/SG_Weather/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5aee9a28cf0dab9c4954c8a78b562790e63d8995 --- /dev/null +++ b/results/chronos_bolt_base/SG_Weather/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b948ccd2f697847addd55438e253969f2d7c481496abc59972d97d530f8d767 +size 85681 diff --git a/results/chronos_bolt_base/Smart_Manufacturing/H/long/config.json b/results/chronos_bolt_base/Smart_Manufacturing/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bb5bf9a60b6a53cf4c7c01dd6e89c96d5ec8ecc1 --- /dev/null +++ b/results/chronos_bolt_base/Smart_Manufacturing/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/long", + "num_series": 34, + "num_windows": 1, + "num_variates": 5, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Smart_Manufacturing/H/long/metrics.npz b/results/chronos_bolt_base/Smart_Manufacturing/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..25c145485ba9791a2144e04731d9119bfaae0097 --- /dev/null +++ b/results/chronos_bolt_base/Smart_Manufacturing/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c3bb7f60f3e4df4de3f124298ea4ec8c444e3f3e903316b2d010a83830e80192 +size 12159 diff --git a/results/chronos_bolt_base/Smart_Manufacturing/H/long/predictions.npz b/results/chronos_bolt_base/Smart_Manufacturing/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7215e83b6ac7aeda598f87b646119f2714f7e0c3 --- /dev/null +++ b/results/chronos_bolt_base/Smart_Manufacturing/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5563645d9385ebc17add054910ad856a86d3ce6e63e1c29f2727beb1d92e6bb4 +size 233523 diff --git a/results/chronos_bolt_base/Smart_Manufacturing/H/medium/config.json b/results/chronos_bolt_base/Smart_Manufacturing/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b2f0ce36e0a1d461a0758cfd0a2b62068ec49162 --- /dev/null +++ b/results/chronos_bolt_base/Smart_Manufacturing/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/medium", + "num_series": 34, + "num_windows": 2, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Smart_Manufacturing/H/medium/metrics.npz b/results/chronos_bolt_base/Smart_Manufacturing/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..de460a005ebd36a7ff957bee8992241cdf45e66d --- /dev/null +++ b/results/chronos_bolt_base/Smart_Manufacturing/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb7a94273f86effffd2b22389f99c925dc90b3b0438d3d936fb958592ff530b4 +size 22256 diff --git a/results/chronos_bolt_base/Smart_Manufacturing/H/medium/predictions.npz b/results/chronos_bolt_base/Smart_Manufacturing/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c499750e3b768fa96af538f9b3ca81e69f020e14 --- /dev/null +++ b/results/chronos_bolt_base/Smart_Manufacturing/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2140c0b2c977e3b059b6588f42954264ed4c77a5b52a96d085133f99a62fe0ae +size 292882 diff --git a/results/chronos_bolt_base/Smart_Manufacturing/H/short/config.json b/results/chronos_bolt_base/Smart_Manufacturing/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a192bb3e2288977829a2809faa680be7b86eda83 --- /dev/null +++ b/results/chronos_bolt_base/Smart_Manufacturing/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/short", + "num_series": 34, + "num_windows": 14, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Smart_Manufacturing/H/short/metrics.npz b/results/chronos_bolt_base/Smart_Manufacturing/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fc4ab1ae3597780891c6e1ce1a6cbde6f6cfa910 --- /dev/null +++ b/results/chronos_bolt_base/Smart_Manufacturing/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84c0d96598c00a1873209372354bc3d2e2e820fe1b8d1b3e218baf8dfed65e9a +size 140809 diff --git a/results/chronos_bolt_base/Smart_Manufacturing/H/short/predictions.npz b/results/chronos_bolt_base/Smart_Manufacturing/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3da7f93df1d4e8851786f588c258780674c0af1f --- /dev/null +++ b/results/chronos_bolt_base/Smart_Manufacturing/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d8fc2eacd13cc0ed030278792c0323c08531620babd3350e557b1349af9ff22 +size 401639 diff --git a/results/chronos_bolt_base/Supply_Chain_Customer/D/short/config.json b/results/chronos_bolt_base/Supply_Chain_Customer/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..efb15bfe25fa557a129c3c6fb92d8b8ed7c52f7b --- /dev/null +++ b/results/chronos_bolt_base/Supply_Chain_Customer/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Supply_Chain_Customer/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 36, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Supply_Chain_Customer/D/short/metrics.npz b/results/chronos_bolt_base/Supply_Chain_Customer/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..817741971e78948e4b86b41f57d17552a14b634a --- /dev/null +++ b/results/chronos_bolt_base/Supply_Chain_Customer/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3499f303fdd307f2c188c417045da7f96b846330014d93beb4d0d736173daa2 +size 25835 diff --git a/results/chronos_bolt_base/Supply_Chain_Customer/D/short/predictions.npz b/results/chronos_bolt_base/Supply_Chain_Customer/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c65c02c4bcb79c26a844affd48cea437c066e313 --- /dev/null +++ b/results/chronos_bolt_base/Supply_Chain_Customer/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1b40728edaf3a32aec2954e3b3671a551765cc97948fcc5a5b04cede1972ddc +size 178592 diff --git a/results/chronos_bolt_base/Supply_Chain_Location/D/short/config.json b/results/chronos_bolt_base/Supply_Chain_Location/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fed9ea697215114cd07c5cc5ea8bb37b372f052a --- /dev/null +++ b/results/chronos_bolt_base/Supply_Chain_Location/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Supply_Chain_Location/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 51, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Supply_Chain_Location/D/short/metrics.npz b/results/chronos_bolt_base/Supply_Chain_Location/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dc7a5161ba10b91315450fbd400989581f5ced69 --- /dev/null +++ b/results/chronos_bolt_base/Supply_Chain_Location/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b058714754e9053539d06f1a00d7bea7417f1deee6c1516be7830d40cbacf081 +size 35669 diff --git a/results/chronos_bolt_base/Supply_Chain_Location/D/short/predictions.npz b/results/chronos_bolt_base/Supply_Chain_Location/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e9c624d7f4334727514d80f2cae6c61be83a09a6 --- /dev/null +++ b/results/chronos_bolt_base/Supply_Chain_Location/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f958f8090192b35b4d15f16fc307c908b39a8074649162487245dda3aaedfed +size 248964 diff --git a/results/chronos_bolt_base/US_Labor/M/short/config.json b/results/chronos_bolt_base/US_Labor/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3c7eb708010134f4c8c04cdb6b27f842c361cb6a --- /dev/null +++ b/results/chronos_bolt_base/US_Labor/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "US_Labor/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 14, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/US_Labor/M/short/metrics.npz b/results/chronos_bolt_base/US_Labor/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cae2e583860bfe3c1ce0812485bad13b9bb9670b --- /dev/null +++ b/results/chronos_bolt_base/US_Labor/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d73181e876152293d595f73622f43eb6c7957bffb015017b5d7cab70c42099fc +size 5829 diff --git a/results/chronos_bolt_base/US_Labor/M/short/predictions.npz b/results/chronos_bolt_base/US_Labor/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8e7d6a9dd88f71a680a9fca6f5f6c8af4d96bb13 --- /dev/null +++ b/results/chronos_bolt_base/US_Labor/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56fa53f13af4b42771e0d8db64c4e1077c8094e4c1cb6b59cc8c6f5e7399a0ab +size 7514 diff --git a/results/chronos_bolt_base/US_Term_Structure/B/short/config.json b/results/chronos_bolt_base/US_Term_Structure/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0466114031a37b2e472ebca581d4d6ac33948c04 --- /dev/null +++ b/results/chronos_bolt_base/US_Term_Structure/B/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "US_Term_Structure/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 40, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/US_Term_Structure/B/short/metrics.npz b/results/chronos_bolt_base/US_Term_Structure/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3421dbaf24b921152779cd93bfc59a36693e9e8e --- /dev/null +++ b/results/chronos_bolt_base/US_Term_Structure/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e14d4bc1cdb31e98acb781735821df376c2cbb211f77e45f1df7e7da025bb78 +size 82887 diff --git a/results/chronos_bolt_base/US_Term_Structure/B/short/predictions.npz b/results/chronos_bolt_base/US_Term_Structure/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..408d7b3186b54a75d5aa163231731865a6f330e3 --- /dev/null +++ b/results/chronos_bolt_base/US_Term_Structure/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:509306934cf4c24be69b9abdcd783ff1b46d072c4695b4fb3b2e581b550aa909 +size 208177 diff --git a/results/chronos_bolt_base/Uncertainty_1M/M/short/config.json b/results/chronos_bolt_base/Uncertainty_1M/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..00b95600befcc604cc088813b2c901e39b25622f --- /dev/null +++ b/results/chronos_bolt_base/Uncertainty_1M/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Uncertainty_1M/M/short", + "num_series": 1, + "num_windows": 7, + "num_variates": 3, + "prediction_length": 6, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Uncertainty_1M/M/short/metrics.npz b/results/chronos_bolt_base/Uncertainty_1M/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4f0db08cd0c37239c7eb3aec024ebea197b367b4 --- /dev/null +++ b/results/chronos_bolt_base/Uncertainty_1M/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:925272d8ee71ac91f05bb903a0ceeb235708612a2dac91988d276c92f3df8ac9 +size 2834 diff --git a/results/chronos_bolt_base/Uncertainty_1M/M/short/predictions.npz b/results/chronos_bolt_base/Uncertainty_1M/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9b87ad742d98773f0339ecd7d3b4f27fa4fc5d8d --- /dev/null +++ b/results/chronos_bolt_base/Uncertainty_1M/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:874c40b3c52bf78fab5ed6896a7339e46a1af8406eb3b06aab2b8f736072c888 +size 1593 diff --git a/results/chronos_bolt_base/Vehicle_Sales/M/short/config.json b/results/chronos_bolt_base/Vehicle_Sales/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..51b71ea34155413fcbf30feea75229e40a05a258 --- /dev/null +++ b/results/chronos_bolt_base/Vehicle_Sales/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Vehicle_Sales/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 10, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Vehicle_Sales/M/short/metrics.npz b/results/chronos_bolt_base/Vehicle_Sales/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d003155c3ab0266712677817e8ae7b10607a331e --- /dev/null +++ b/results/chronos_bolt_base/Vehicle_Sales/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0e170778299fe7a2597d58178f5654fee072602ad14c890876ac89e3ed660b8 +size 4746 diff --git a/results/chronos_bolt_base/Vehicle_Sales/M/short/predictions.npz b/results/chronos_bolt_base/Vehicle_Sales/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4cf02a57f335c1b37d04a83df7b477b523d001f6 --- /dev/null +++ b/results/chronos_bolt_base/Vehicle_Sales/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a03303fd0505a14407ad4c96f3d39b6f78fd06b6a7a9d415128a6f9324701ac7 +size 5802 diff --git a/results/chronos_bolt_base/Vehicle_Supply/M/short/config.json b/results/chronos_bolt_base/Vehicle_Supply/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..83c89232cbab3b4f51d72a7ee5e0f1be2ad1bf88 --- /dev/null +++ b/results/chronos_bolt_base/Vehicle_Supply/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Vehicle_Supply/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Vehicle_Supply/M/short/metrics.npz b/results/chronos_bolt_base/Vehicle_Supply/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..34b37d94c55d610c647e54361317a8a8a55c3584 --- /dev/null +++ b/results/chronos_bolt_base/Vehicle_Supply/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e69e56b0ca4b04c3982bc7d7f2f731882ab3ab7004e4e0a6054c45de35b10a5 +size 3451 diff --git a/results/chronos_bolt_base/Vehicle_Supply/M/short/predictions.npz b/results/chronos_bolt_base/Vehicle_Supply/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f9400d5c3385de0cf3ff5b6513c7f83c1cd79bbe --- /dev/null +++ b/results/chronos_bolt_base/Vehicle_Supply/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56076701657c0043e56c1eacdb80f3d861deea12da1f06ef9c3fb1619155986d +size 4431 diff --git a/results/chronos_bolt_base/WUI_Global/Q/short/config.json b/results/chronos_bolt_base/WUI_Global/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a544fb7cb47b5ca0b5a95e32eaa8961866ba0b40 --- /dev/null +++ b/results/chronos_bolt_base/WUI_Global/Q/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "WUI_Global/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 15, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/WUI_Global/Q/short/metrics.npz b/results/chronos_bolt_base/WUI_Global/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..33e86c52f82f07621d078be86011973fcfd2106c --- /dev/null +++ b/results/chronos_bolt_base/WUI_Global/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3b9e13c24e6c15307538628c10d778473e88fc99de08f72f4b015c815fb52ba +size 6257 diff --git a/results/chronos_bolt_base/WUI_Global/Q/short/predictions.npz b/results/chronos_bolt_base/WUI_Global/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3d7c06e9e33d1fcbf4a2262104110c7fcac42779 --- /dev/null +++ b/results/chronos_bolt_base/WUI_Global/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e730a2d6e838a14b603c980195b369ec2a31b46de872a1e745ec99da9f05f26 +size 4311 diff --git a/results/chronos_bolt_base/Water_Quality_Darwin/15T/long/config.json b/results/chronos_bolt_base/Water_Quality_Darwin/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4876c20639fd57311dc79dfc400e0eaba07c0067 --- /dev/null +++ b/results/chronos_bolt_base/Water_Quality_Darwin/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/long", + "num_series": 7, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Water_Quality_Darwin/15T/long/metrics.npz b/results/chronos_bolt_base/Water_Quality_Darwin/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1af94fcf771a47cd27e0c5dbf574da631c4ab9dc --- /dev/null +++ b/results/chronos_bolt_base/Water_Quality_Darwin/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d842e245ea7a6ba468b50ade9ca8f3815c755c3262b591e5b3d9dd67ac22f7d9 +size 14187 diff --git a/results/chronos_bolt_base/Water_Quality_Darwin/15T/long/predictions.npz b/results/chronos_bolt_base/Water_Quality_Darwin/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..52ca1e94a62a72aa110d36db4f2f8b7e3c4a4a6b --- /dev/null +++ b/results/chronos_bolt_base/Water_Quality_Darwin/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d833cce2eb6f74f4974cc9b2eb27a3f169d7809fc55ad93a5850b9896057e72 +size 202799 diff --git a/results/chronos_bolt_base/Water_Quality_Darwin/15T/medium/config.json b/results/chronos_bolt_base/Water_Quality_Darwin/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..914a8cc11f6d5c76255a9e1956b65d5623e8c923 --- /dev/null +++ b/results/chronos_bolt_base/Water_Quality_Darwin/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/medium", + "num_series": 7, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Water_Quality_Darwin/15T/medium/metrics.npz b/results/chronos_bolt_base/Water_Quality_Darwin/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..867f258710eebaa610c040d4daaa07c6cd9d8fb8 --- /dev/null +++ b/results/chronos_bolt_base/Water_Quality_Darwin/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:011989ac6252f5e4b2132b36ab51724796ba017eecd671fed913d86be4f33044 +size 37966 diff --git a/results/chronos_bolt_base/Water_Quality_Darwin/15T/medium/predictions.npz b/results/chronos_bolt_base/Water_Quality_Darwin/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f176cd54832b27bc252a977fda8eeee3641e7678 --- /dev/null +++ b/results/chronos_bolt_base/Water_Quality_Darwin/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de9e37dcd88d5b933fdb933c2f71892d794cf0a887794ec6088d5383cfec52ce +size 230013 diff --git a/results/chronos_bolt_base/Water_Quality_Darwin/15T/short/config.json b/results/chronos_bolt_base/Water_Quality_Darwin/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..11538b628f595adbcc56e025858110c26073779d --- /dev/null +++ b/results/chronos_bolt_base/Water_Quality_Darwin/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/short", + "num_series": 7, + "num_windows": 90, + "num_variates": 6, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/Water_Quality_Darwin/15T/short/metrics.npz b/results/chronos_bolt_base/Water_Quality_Darwin/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5b6ff731ecf7d69aeb1ef52b7287e25d5c54742c --- /dev/null +++ b/results/chronos_bolt_base/Water_Quality_Darwin/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a37b7f63e1638a75a34de679e40e5b989eb84cad3061a8753dd0b367d29e1471 +size 214910 diff --git a/results/chronos_bolt_base/Water_Quality_Darwin/15T/short/predictions.npz b/results/chronos_bolt_base/Water_Quality_Darwin/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ade141c2eff3444c12c36b358778bc7b72beef3e --- /dev/null +++ b/results/chronos_bolt_base/Water_Quality_Darwin/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6dc63af4edd69a89f1f4b426d784e39fc8ba1d00b112d4e2622f8ba07b782307 +size 265431 diff --git a/results/chronos_bolt_base/azure2019_D/5T/short/config.json b/results/chronos_bolt_base/azure2019_D/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6555e4b2a57738d79a8b8e9562654185428d6aae --- /dev/null +++ b/results/chronos_bolt_base/azure2019_D/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_D/5T/short", + "num_series": 989, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/azure2019_D/5T/short/metrics.npz b/results/chronos_bolt_base/azure2019_D/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5268395633774eb3c5abfd3e448ab5f0f1c7fe55 --- /dev/null +++ b/results/chronos_bolt_base/azure2019_D/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3114a3351f26acf7590557682a969489d6b7de40f6eaa7f3461436b65b5cd313 +size 523006 diff --git a/results/chronos_bolt_base/azure2019_D/5T/short/predictions.npz b/results/chronos_bolt_base/azure2019_D/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0be4b8fbc9a2fdbef5b061caa4686b338b4306a8 --- /dev/null +++ b/results/chronos_bolt_base/azure2019_D/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:236026288e7cdb740917b795e0c3a673c4e531c039fafc9e83a65fe7dcf15d02 +size 14985154 diff --git a/results/chronos_bolt_base/azure2019_I/5T/short/config.json b/results/chronos_bolt_base/azure2019_I/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..beff3f96bb190159bb754a0eceffae70793d6b0d --- /dev/null +++ b/results/chronos_bolt_base/azure2019_I/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_I/5T/short", + "num_series": 492, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/azure2019_I/5T/short/metrics.npz b/results/chronos_bolt_base/azure2019_I/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..481d4696d875b8d809f1348e25cddce67cd6443e --- /dev/null +++ b/results/chronos_bolt_base/azure2019_I/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd8e8eb5bc2a7ecd7bf4900bb25e9f380ee51d1a7a0322502f909c69dc77ccc0 +size 261261 diff --git a/results/chronos_bolt_base/azure2019_I/5T/short/predictions.npz b/results/chronos_bolt_base/azure2019_I/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ac3f7ead04c27fb7fec2a63362a77f4009c2613e --- /dev/null +++ b/results/chronos_bolt_base/azure2019_I/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01c190a702fd552d96563a24f90b139a25785bdc2780aa1a4a7f47642f83c95c +size 6925575 diff --git a/results/chronos_bolt_base/azure2019_U/5T/short/config.json b/results/chronos_bolt_base/azure2019_U/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8c7a4961887866b0249d9852e4fe0fc985284614 --- /dev/null +++ b/results/chronos_bolt_base/azure2019_U/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_U/5T/short", + "num_series": 78, + "num_windows": 6, + "num_variates": 3, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/azure2019_U/5T/short/metrics.npz b/results/chronos_bolt_base/azure2019_U/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..822e3c7faabec0f658addaf0d793c23486d1c07c --- /dev/null +++ b/results/chronos_bolt_base/azure2019_U/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6cbdcf84290eeb27db03755267809ac860061a2379c52b5eb51ac578dfc45118 +size 83487 diff --git a/results/chronos_bolt_base/azure2019_U/5T/short/predictions.npz b/results/chronos_bolt_base/azure2019_U/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..280bc76a01316b575836e1677cfb8043982e5ae8 --- /dev/null +++ b/results/chronos_bolt_base/azure2019_U/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c74e040253322a9be72b973095eb4e734fe039cca9b02acab3349f5ab6edb498 +size 527691 diff --git a/results/chronos_bolt_base/current_velocity/10T/long/config.json b/results/chronos_bolt_base/current_velocity/10T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d54dc03820cb227c1ac097056829b9dbc9bcad7f --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/10T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/long", + "num_series": 10, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 432, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/10T/long/metrics.npz b/results/chronos_bolt_base/current_velocity/10T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6f8f2ca3e4bfc6d9ac589ca282fe72ce7c89942c --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/10T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c9cb4a6b88266530042b75d990b325a26af342fe9cbba9d6b7c33521107ca32 +size 19609 diff --git a/results/chronos_bolt_base/current_velocity/10T/long/predictions.npz b/results/chronos_bolt_base/current_velocity/10T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f324f4323b5ba4fdd9ed47d3b025aa42cb47f377 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/10T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8caaff1b7c912095e7873aabbcfe6210361ff1c25349b20d50c8bbc13d3a8779 +size 822608 diff --git a/results/chronos_bolt_base/current_velocity/10T/medium/config.json b/results/chronos_bolt_base/current_velocity/10T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7353ee8eaaa4d6685accb63fac7f144533cca7ad --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/10T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/medium", + "num_series": 10, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/10T/medium/metrics.npz b/results/chronos_bolt_base/current_velocity/10T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bc1903414331c4f09ad0d6ebd187fc5aaabdb4d1 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/10T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52499404882f99456fb9eafe1876e1933ad764e12e408b5bc9b0be6fb4d5c93f +size 53955 diff --git a/results/chronos_bolt_base/current_velocity/10T/medium/predictions.npz b/results/chronos_bolt_base/current_velocity/10T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b32642ad3b703353816386461eeac6f41c1c332c --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/10T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd94a355ac5c630f3666b8c178c5aaed1c06a992ea62773355a01b28035fca16 +size 922922 diff --git a/results/chronos_bolt_base/current_velocity/10T/short/config.json b/results/chronos_bolt_base/current_velocity/10T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..591646176446f7d19f9dde1fc97b5cafb524b502 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/10T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/short", + "num_series": 10, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 18, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/10T/short/metrics.npz b/results/chronos_bolt_base/current_velocity/10T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..aaf287f1e0be618a569fb4429a176f0d7e55b762 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/10T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43ba98f20bdf9349686ad5345b57dcc0611b3a9d050c6ecd0e55a19bf2d1e149 +size 408139 diff --git a/results/chronos_bolt_base/current_velocity/10T/short/predictions.npz b/results/chronos_bolt_base/current_velocity/10T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f03522d34d79d2e153dbcd5a13ee406ff34a0c7c --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/10T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd428b0da9f6b339de58032ca18c1417593518bb75c3fdce41f620b596485744 +size 1045297 diff --git a/results/chronos_bolt_base/current_velocity/15T/long/config.json b/results/chronos_bolt_base/current_velocity/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ef12fc6bf99ad8f5a8d7238905a10b8a60ff0acb --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/15T/long/metrics.npz b/results/chronos_bolt_base/current_velocity/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c621c8a0299077c323ee72b34785229ec0030bee --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5390bc761cfb6a8b5edc7cab4a539c527714472c3d79790ad0be06eda6da9bc7 +size 10774 diff --git a/results/chronos_bolt_base/current_velocity/15T/long/predictions.npz b/results/chronos_bolt_base/current_velocity/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9ec1faada7cd3f9d9ae40ba2ff6a71dd01f736f7 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c245461e92a4437db97a80387d8b1f74d5eaf50a346eba46d6a0d53ea9c8621c +size 271887 diff --git a/results/chronos_bolt_base/current_velocity/15T/medium/config.json b/results/chronos_bolt_base/current_velocity/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ff7c6eaf6576605928b289d52702ea2b77c43ccf --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/15T/medium/metrics.npz b/results/chronos_bolt_base/current_velocity/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e4a39e95d2a65662c7ad88714da505e9bcea2529 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca984c869de3d8e2e5188daa9606f59686619925c798308cf485a98a8a05edf0 +size 27935 diff --git a/results/chronos_bolt_base/current_velocity/15T/medium/predictions.npz b/results/chronos_bolt_base/current_velocity/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4129f61f00951ae90c2d6781bd6b0a6b034ff735 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65ddcadb20a72c6820aba70b9980a697910e42fbca6230c649345b01f5c9ac9d +size 306638 diff --git a/results/chronos_bolt_base/current_velocity/15T/short/config.json b/results/chronos_bolt_base/current_velocity/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..44479b9d77da022e0186241b745234333ef32cac --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/15T/short/metrics.npz b/results/chronos_bolt_base/current_velocity/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2e6788cb2082d5b9baadbe521b5de699539d5d1c --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6c2f17ec022b8eca8a90e4be92fb5faf0eba820d6b705a51741a38b06cb07de +size 204384 diff --git a/results/chronos_bolt_base/current_velocity/15T/short/predictions.npz b/results/chronos_bolt_base/current_velocity/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..780279507a7d982198de73f471ff823a4016c0d1 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:382718aa3286ea7765793bfacc5484b4671518c77282f0f590c7df8c20f14cc3 +size 347571 diff --git a/results/chronos_bolt_base/current_velocity/20T/long/config.json b/results/chronos_bolt_base/current_velocity/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6f98ac20cb268621464d0cf1407e2edc80fc9340 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/20T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/long", + "num_series": 27, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/20T/long/metrics.npz b/results/chronos_bolt_base/current_velocity/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..da8e80dd0802cc5e1bd0d36c48f79958bc4e97ca --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06561db8bee954e52f66b0b6b17c7cec2a96f1d0e33bd75edd07cd9cd4df678d +size 49063 diff --git a/results/chronos_bolt_base/current_velocity/20T/long/predictions.npz b/results/chronos_bolt_base/current_velocity/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a4853e7b15b8d5a85fa1021b1a9bb078f3ccafe1 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c288841924972fbf65985be73af6d79cde084625f4ba24c6019e695698bcbc39 +size 1160531 diff --git a/results/chronos_bolt_base/current_velocity/20T/medium/config.json b/results/chronos_bolt_base/current_velocity/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..44091a7188cfdb727a62862e793ca1071bb9e32b --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/20T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/medium", + "num_series": 27, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/20T/medium/metrics.npz b/results/chronos_bolt_base/current_velocity/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..24c7ede3e4dae1956625b70a71b2173113c67bc6 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea6af12e36f2e19f122d6de1c25ebeefa169d8386a204e849f21b82c9072aa93 +size 141873 diff --git a/results/chronos_bolt_base/current_velocity/20T/medium/predictions.npz b/results/chronos_bolt_base/current_velocity/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5ed40ae1aba833153739c78da5d1bc0b48ccabfb --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e30d14a0fda72b14ba52a0e341441b79151ddb69340677c6f4fb07f6e1143bd5 +size 1290455 diff --git a/results/chronos_bolt_base/current_velocity/20T/short/config.json b/results/chronos_bolt_base/current_velocity/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..51b007025dc6094a9722373787c58806ae5472ad --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/20T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/short", + "num_series": 27, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/20T/short/metrics.npz b/results/chronos_bolt_base/current_velocity/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..241ce163e8ee68439e5f5b7c56ef4373489a8309 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8267b65c532c659bf1d3817736e5f2259bf9550eebce43a1238694da6a787890 +size 1092660 diff --git a/results/chronos_bolt_base/current_velocity/20T/short/predictions.npz b/results/chronos_bolt_base/current_velocity/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ff99f27d28971e2ff4bcd2b0eab6b22517480ded --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:287fe36c4d2a13a956787df63ecc63f6111247e07a8cbd93a383c286f2db186e +size 1487754 diff --git a/results/chronos_bolt_base/current_velocity/5T/long/config.json b/results/chronos_bolt_base/current_velocity/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8fe2deceda461c234ae94828af1fd640f8e4551d --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/5T/long/metrics.npz b/results/chronos_bolt_base/current_velocity/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dff6a4a624e8d347ead3d3bec1a09631d810d82b --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9567c703433984f330b193af403edbda321c68394ab3e3e55ed09289998aaadd +size 3485 diff --git a/results/chronos_bolt_base/current_velocity/5T/long/predictions.npz b/results/chronos_bolt_base/current_velocity/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3ca71e1f235e748dcca908232d94841908c92174 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d75b02313b749aa5626ba81b42ea85438445656135315953518183378422e060 +size 104994 diff --git a/results/chronos_bolt_base/current_velocity/5T/medium/config.json b/results/chronos_bolt_base/current_velocity/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e314b3e29481ff3222bb42c6be78ffc637d8fedf --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/5T/medium/metrics.npz b/results/chronos_bolt_base/current_velocity/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4076e28b67a7edeb3951ad45207a1d8cef9dcb6a --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0b001e4ddf35d5a405e6adef12257ccd590ad982ec5473ebc47b966f13b8116 +size 7196 diff --git a/results/chronos_bolt_base/current_velocity/5T/medium/predictions.npz b/results/chronos_bolt_base/current_velocity/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e82f54ecd66507104f57f01e8f8bc057b20b7313 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80d83c13f503df785b99712e92c9daf1a2c5c2a18e8612a5459d0a792b382b1e +size 120660 diff --git a/results/chronos_bolt_base/current_velocity/5T/short/config.json b/results/chronos_bolt_base/current_velocity/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..57127c0d8188641449e9936240ba303c9fb7fc2d --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/5T/short/metrics.npz b/results/chronos_bolt_base/current_velocity/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..44f2f5f472675fa2f188c51d8d320b6ae13b4af8 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:81a1f0c5244e315bbfb6e7df397de7e207d2b58b67e53b35e60aa69680666d24 +size 42768 diff --git a/results/chronos_bolt_base/current_velocity/5T/short/predictions.npz b/results/chronos_bolt_base/current_velocity/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..14ce2397d582ca3f4870e98ccfc143c7f27c5499 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69bbbe344b1b02c6aeb678dc2b074c789604116e5fe76de9dba40115919a6d13 +size 153772 diff --git a/results/chronos_bolt_base/current_velocity/H/long/config.json b/results/chronos_bolt_base/current_velocity/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ff0ece307a362c652865d70c0d79f4e292a19cf6 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/long", + "num_series": 21, + "num_windows": 2, + "num_variates": 6, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/H/long/metrics.npz b/results/chronos_bolt_base/current_velocity/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5cc2ee0434b88757e58aa57935f008600d449a99 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90bcced8c863bac19e8aadd80365bcd51e99bb0b05ad19746b6731b4b8638be7 +size 16944 diff --git a/results/chronos_bolt_base/current_velocity/H/long/predictions.npz b/results/chronos_bolt_base/current_velocity/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1d6c502a875f705854507a51ee1c8aae591601d3 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffcfa38803eea7fc9baed2c76906bbcce9f5c4d4c4a3a2cb482316a02cc96d32 +size 663941 diff --git a/results/chronos_bolt_base/current_velocity/H/medium/config.json b/results/chronos_bolt_base/current_velocity/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7a3178fa07f66a55eefaea2acc6869b1158250f8 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/medium", + "num_series": 21, + "num_windows": 4, + "num_variates": 6, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/H/medium/metrics.npz b/results/chronos_bolt_base/current_velocity/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a3eae9c6da342feea1fd861e501ce3df94aa89ed --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:356fc0e824150e3defcc32d1fb4766a470cbc5bf1b91423b0a15904e53edbbc8 +size 31717 diff --git a/results/chronos_bolt_base/current_velocity/H/medium/predictions.npz b/results/chronos_bolt_base/current_velocity/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3a01244694d9405f8ced8d73e682395436b51413 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a2da2011959c8edf020199afecdaaf1ba89e11d21bb37cae90a7e11e9971d1e +size 714852 diff --git a/results/chronos_bolt_base/current_velocity/H/short/config.json b/results/chronos_bolt_base/current_velocity/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7852a896ed4e9f4a5eebacba1be3f74edb0e09d6 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/short", + "num_series": 21, + "num_windows": 28, + "num_variates": 6, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/current_velocity/H/short/metrics.npz b/results/chronos_bolt_base/current_velocity/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..03ea200d510af5adfb0e2964f5c9719b127e6e82 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:683ad9ea3e1c6f73f25138217bbb939c72f0681c1621a0a42f6f13cf82e35e9a +size 205533 diff --git a/results/chronos_bolt_base/current_velocity/H/short/predictions.npz b/results/chronos_bolt_base/current_velocity/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..980637063d8a4827608f873dc24beb54f4a64116 --- /dev/null +++ b/results/chronos_bolt_base/current_velocity/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa6a99bbd29a41e7647ee3895a61f4095d9c0a4c3dc6f6bcd35291addd70f823 +size 786647 diff --git a/results/chronos_bolt_base/epf_electricity_price/H/long/config.json b/results/chronos_bolt_base/epf_electricity_price/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a4f94a0f3f64ae8d1fa951bd89ef6c1530041b1d --- /dev/null +++ b/results/chronos_bolt_base/epf_electricity_price/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/long", + "num_series": 5, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/epf_electricity_price/H/long/metrics.npz b/results/chronos_bolt_base/epf_electricity_price/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..96cf460c3cc82568181579c81c9714e5b62f5a39 --- /dev/null +++ b/results/chronos_bolt_base/epf_electricity_price/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1aa9d5196739c1b31e61cc99153ddfd9563ecef7ff1c08e452695cb4796bd655 +size 6353 diff --git a/results/chronos_bolt_base/epf_electricity_price/H/long/predictions.npz b/results/chronos_bolt_base/epf_electricity_price/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..66d0bf4abed697c1ef649b36fe1d1056e504956b --- /dev/null +++ b/results/chronos_bolt_base/epf_electricity_price/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:381c81939178793e4d0572c6736839dc1ad1bae2b88718a16b4982a3c91bbc4b +size 122126 diff --git a/results/chronos_bolt_base/epf_electricity_price/H/medium/config.json b/results/chronos_bolt_base/epf_electricity_price/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..977951e9d07810779fd9c5bd39f7a33d051e5b4b --- /dev/null +++ b/results/chronos_bolt_base/epf_electricity_price/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/medium", + "num_series": 5, + "num_windows": 35, + "num_variates": 1, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/epf_electricity_price/H/medium/metrics.npz b/results/chronos_bolt_base/epf_electricity_price/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..de6eabbf031b19e9f8b9ee21adecfdfd716fd020 --- /dev/null +++ b/results/chronos_bolt_base/epf_electricity_price/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12e52148f12936e5eaa06abd71df5827c422232270c90cd80d07c0fe3654e757 +size 12177 diff --git a/results/chronos_bolt_base/epf_electricity_price/H/medium/predictions.npz b/results/chronos_bolt_base/epf_electricity_price/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..86e868ec64d68c127f0046b722b943b5fc0fc7fa --- /dev/null +++ b/results/chronos_bolt_base/epf_electricity_price/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1cd175411d34bfec2ded84ec61563546e17c805ad42c9f14d57723590cbd074f +size 123451 diff --git a/results/chronos_bolt_base/epf_electricity_price/H/short/config.json b/results/chronos_bolt_base/epf_electricity_price/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e3d15af34436dceb51dd57d9d88d4769c3f44b59 --- /dev/null +++ b/results/chronos_bolt_base/epf_electricity_price/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/short", + "num_series": 5, + "num_windows": 105, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "chronos-bolt-base" +} \ No newline at end of file diff --git a/results/chronos_bolt_base/epf_electricity_price/H/short/metrics.npz b/results/chronos_bolt_base/epf_electricity_price/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..749d6eba88f4ee789346f0a2dd4bd8a9992a3315 --- /dev/null +++ b/results/chronos_bolt_base/epf_electricity_price/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:38dcbac8cc2e80b5907925986d9204f6c1d4def11a9e2826aeed97879083830f +size 32180 diff --git a/results/chronos_bolt_base/epf_electricity_price/H/short/predictions.npz b/results/chronos_bolt_base/epf_electricity_price/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a8bd3e87a0c3bc5ba70f3b836f44346fbe677d65 --- /dev/null +++ b/results/chronos_bolt_base/epf_electricity_price/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a0a2def120268d7c775c8e257f5d17424e33fe073c7fe2b45e76b8bd4b85a24 +size 124987 diff --git a/results/kairos/Australia_Solar/H/long/config.json b/results/kairos/Australia_Solar/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..afec4c0fcc9fe74d8b7ecdf816f15cc19a4016e9 --- /dev/null +++ b/results/kairos/Australia_Solar/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/long", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Australia_Solar/H/long/metrics.npz b/results/kairos/Australia_Solar/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a969e75035d0082724a9813501ed279b1d90c54e --- /dev/null +++ b/results/kairos/Australia_Solar/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5fafab4382b8aa8331eb6ea450a04f81cccce615d317e1a1cdc596142b57a333 +size 4536 diff --git a/results/kairos/Australia_Solar/H/long/predictions.npz b/results/kairos/Australia_Solar/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..df77204356eb0463e69505ba9d7c35e2faaef16c --- /dev/null +++ b/results/kairos/Australia_Solar/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:238e40c3b2ff50a6d2a6d318d3ad5247d6a2c76d4c53492957c6e50665785ff0 +size 123780 diff --git a/results/kairos/Australia_Solar/H/medium/config.json b/results/kairos/Australia_Solar/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7cc2c3979dd225ac2915caadde63bd4ce1353f2c --- /dev/null +++ b/results/kairos/Australia_Solar/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/medium", + "num_series": 1, + "num_windows": 35, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Australia_Solar/H/medium/metrics.npz b/results/kairos/Australia_Solar/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..46b79bfb424526665a571eb9bd2edb7fa11e28c8 --- /dev/null +++ b/results/kairos/Australia_Solar/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d48059edc15fbaf8c781fe76cd3868570a2b9b4e0acd122326594ad2e3be9f92 +size 8368 diff --git a/results/kairos/Australia_Solar/H/medium/predictions.npz b/results/kairos/Australia_Solar/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..744aa99b3df5f1b108445ec9720a5688e6ce9069 --- /dev/null +++ b/results/kairos/Australia_Solar/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7ff7763b90234d7a757ff26c52047f19cd3810c9fbda20e24166d12f622189f +size 124117 diff --git a/results/kairos/Australia_Solar/H/short/config.json b/results/kairos/Australia_Solar/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5642c0bd88402146465f0a0a88b5d10010401c04 --- /dev/null +++ b/results/kairos/Australia_Solar/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/short", + "num_series": 1, + "num_windows": 105, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Australia_Solar/H/short/metrics.npz b/results/kairos/Australia_Solar/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..16368766f79d5debbafa4f6e4933b5d00ced7da1 --- /dev/null +++ b/results/kairos/Australia_Solar/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ddea1ef5d70bd35819090be78fb2a3894205e489042ce862f431f2a587063b15 +size 20788 diff --git a/results/kairos/Australia_Solar/H/short/predictions.npz b/results/kairos/Australia_Solar/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..349470c3fb20d16e511ac9ded870ce4201e96df8 --- /dev/null +++ b/results/kairos/Australia_Solar/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d10086df4ded1b08191a50ffce328b026ffe2b8787023b8eddc17cd0b1129715 +size 124042 diff --git a/results/kairos/Auto_Production_SF/M/short/config.json b/results/kairos/Auto_Production_SF/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5b10ce15d5583c1816f0e9614e4455d3caa832c8 --- /dev/null +++ b/results/kairos/Auto_Production_SF/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Auto_Production_SF/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Auto_Production_SF/M/short/metrics.npz b/results/kairos/Auto_Production_SF/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8a608d7773b6e081c3eab5fcba9fe8e72e9d2473 --- /dev/null +++ b/results/kairos/Auto_Production_SF/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:966bd5d72257d5ec876758ebfe14f25f2f4b1419375b9f3fe7adbe9b9a3416d4 +size 1825 diff --git a/results/kairos/Auto_Production_SF/M/short/predictions.npz b/results/kairos/Auto_Production_SF/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..edd7d0e94e34d9588cfca29be0eb128a7afab397 --- /dev/null +++ b/results/kairos/Auto_Production_SF/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d511eaa823515428a6ed8b04e8918133868d1293a130220bc3e6a6d6c3bdac0 +size 1324 diff --git a/results/kairos/CPHL/15T/long/config.json b/results/kairos/CPHL/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9566be346b27243d3c3e9e8e700c02cb5e3b70ba --- /dev/null +++ b/results/kairos/CPHL/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/long", + "num_series": 2, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/CPHL/15T/long/metrics.npz b/results/kairos/CPHL/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..91e7400994c757b270d3b3138ac6c86fbdab1a0d --- /dev/null +++ b/results/kairos/CPHL/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8586fb9ad37ceb843d0abafb090a2c80363eb62e87fde816ba330871200ca9a2 +size 2173 diff --git a/results/kairos/CPHL/15T/long/predictions.npz b/results/kairos/CPHL/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d3329a8f6f35f602ecec8e2c0d1ac33b6f2dac93 --- /dev/null +++ b/results/kairos/CPHL/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:029e258cd88772846204cf4cf9b680bd5ae5b81f1f1aaeecc18a73347314f11c +size 37659 diff --git a/results/kairos/CPHL/15T/medium/config.json b/results/kairos/CPHL/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..279725544be16d8e18a5c8582523877b898075bb --- /dev/null +++ b/results/kairos/CPHL/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/medium", + "num_series": 2, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/CPHL/15T/medium/metrics.npz b/results/kairos/CPHL/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..07702c8809f2b242daf103eb8e406a1d28a08132 --- /dev/null +++ b/results/kairos/CPHL/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7abbafc3fa73df23562e2d78dbdff11a0a46142d84d2fd9a1e4d5ee8eef91d6 +size 3474 diff --git a/results/kairos/CPHL/15T/medium/predictions.npz b/results/kairos/CPHL/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c6fe910f4009f65523f92bd38f7156882897c82b --- /dev/null +++ b/results/kairos/CPHL/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:657f9aa15e73d77f3bc1ae6b4520abd6dc3a829369509a538003b8af9592d6bd +size 39216 diff --git a/results/kairos/CPHL/15T/short/config.json b/results/kairos/CPHL/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b8ba0416bd93e9fc3dec28c40045c54ce7c74877 --- /dev/null +++ b/results/kairos/CPHL/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/CPHL/15T/short/metrics.npz b/results/kairos/CPHL/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3fe69a4c343babf26bec815cb7125f878f411e87 --- /dev/null +++ b/results/kairos/CPHL/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:634f5bf11f358931b0422d3d4138aa9c8257896e540fd2687f4760f8ebaeaba7 +size 15752 diff --git a/results/kairos/CPHL/15T/short/predictions.npz b/results/kairos/CPHL/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f1144723d1224b12eb2c255f4e9a2b14825f1c24 --- /dev/null +++ b/results/kairos/CPHL/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46160f2426a8404ccb9b2f8892305d5a7710f4cdd7fa7c3afa34ebd9a080f6c1 +size 40230 diff --git a/results/kairos/CPHL/30T/long/config.json b/results/kairos/CPHL/30T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0185e731f7f67e9fa2bb915379df52ac011e64b3 --- /dev/null +++ b/results/kairos/CPHL/30T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/long", + "num_series": 2, + "num_windows": 10, + "num_variates": 1, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/CPHL/30T/long/metrics.npz b/results/kairos/CPHL/30T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..39f0ccad377fbe18f81c060a2e12b71922fec9fa --- /dev/null +++ b/results/kairos/CPHL/30T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:396b34257af4bb3051b2b5446673791f6f28134d762bdc0be1a1eebbd4cdb7ca +size 2839 diff --git a/results/kairos/CPHL/30T/long/predictions.npz b/results/kairos/CPHL/30T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6ca0d5396542270099439d9398f26f77db2ae1ba --- /dev/null +++ b/results/kairos/CPHL/30T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb234c722ee43033e6066c4872b09421abf78cb41c48c5f0b974320aadb78e85 +size 39980 diff --git a/results/kairos/CPHL/30T/medium/config.json b/results/kairos/CPHL/30T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5b55cb740c60e61ea06d48c6c7d0f762c6586f58 --- /dev/null +++ b/results/kairos/CPHL/30T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/medium", + "num_series": 2, + "num_windows": 30, + "num_variates": 1, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/CPHL/30T/medium/metrics.npz b/results/kairos/CPHL/30T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4123ac27b96d29ef5fbdcb530ee4de1771fbaffc --- /dev/null +++ b/results/kairos/CPHL/30T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88a5a0b7765965720dbdb0e6f944f59bd2db673393196289a72633299d712324 +size 5453 diff --git a/results/kairos/CPHL/30T/medium/predictions.npz b/results/kairos/CPHL/30T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..575b90772e6298dc05d0b321f53df60e0f94a365 --- /dev/null +++ b/results/kairos/CPHL/30T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b4fe30d323d3d3c6eeab30e0e25a059d05c86dd2c6496333bbf073ab52a8f8d +size 40502 diff --git a/results/kairos/CPHL/30T/short/config.json b/results/kairos/CPHL/30T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..50d011c01414d36e2c1450e3b74c1b089f50bfe2 --- /dev/null +++ b/results/kairos/CPHL/30T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/CPHL/30T/short/metrics.npz b/results/kairos/CPHL/30T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f977d8bc48c1a4ef86ec119dca05f07d9876e5e3 --- /dev/null +++ b/results/kairos/CPHL/30T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d2709eda0ba29f3d25e7616166f4805f5e14f3b8ff8880c1222eb3d5203494d +size 15866 diff --git a/results/kairos/CPHL/30T/short/predictions.npz b/results/kairos/CPHL/30T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..62f73d9578c6a99ad80224b070b6aabf76103f43 --- /dev/null +++ b/results/kairos/CPHL/30T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:332c5e08c5808603872189f9a0bc939168dd6c666732626482ec56a0beb0be71 +size 41376 diff --git a/results/kairos/CPHL/H/long/config.json b/results/kairos/CPHL/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dd3b82d71719c879c269e4e693e64311c40b43a8 --- /dev/null +++ b/results/kairos/CPHL/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/long", + "num_series": 4, + "num_windows": 2, + "num_variates": 1, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/CPHL/H/long/metrics.npz b/results/kairos/CPHL/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0d90d61ff2f79661058a515401ea5f6c0371b638 --- /dev/null +++ b/results/kairos/CPHL/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0325719f6001b30c8cdea546b5266f258c3c870472d1eaeb77747e60ef9f42c6 +size 2037 diff --git a/results/kairos/CPHL/H/long/predictions.npz b/results/kairos/CPHL/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..82a145d49f45d1ca10df24d4f7a1b29c7f01155f --- /dev/null +++ b/results/kairos/CPHL/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9f6fe81b25407790b5dee303f8ce4cd700c91ab5ec929073957c21dbc03a142 +size 36734 diff --git a/results/kairos/CPHL/H/medium/config.json b/results/kairos/CPHL/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..067a5d9e378708931a6b1a18180af389970e1ecb --- /dev/null +++ b/results/kairos/CPHL/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/medium", + "num_series": 4, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/CPHL/H/medium/metrics.npz b/results/kairos/CPHL/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dc10605f1bf4b1a5ef632a93f5297964e86ae301 --- /dev/null +++ b/results/kairos/CPHL/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9650145ff0dcea5c2e79dfff9b977a3f8ce650c9b00d2e1716559ee2a82f7ac8 +size 2555 diff --git a/results/kairos/CPHL/H/medium/predictions.npz b/results/kairos/CPHL/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0759a51a1789cc367e6b19309f84e5b3cfa502b5 --- /dev/null +++ b/results/kairos/CPHL/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e6521c30d8e94209a70a16d0f4a62409233affa73a0e770a9797a24b61a2cdb7 +size 37800 diff --git a/results/kairos/CPHL/H/short/config.json b/results/kairos/CPHL/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2eb5657ce7ea814d63f70a8787bff434b4ebdbb0 --- /dev/null +++ b/results/kairos/CPHL/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/short", + "num_series": 4, + "num_windows": 28, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/CPHL/H/short/metrics.npz b/results/kairos/CPHL/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f69e4fd4844ae2b9da43a42d816b63a15d4bd64b --- /dev/null +++ b/results/kairos/CPHL/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61b74233fa8592524ec03cc73acd68b28c51f21a97fdd15ad082fbe930ff11aa +size 8504 diff --git a/results/kairos/CPHL/H/short/predictions.npz b/results/kairos/CPHL/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..26f6fff6869b31f546b72129712f160f9df82c1e --- /dev/null +++ b/results/kairos/CPHL/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d104dfbb7a24f15450dc82c53fd16f20a5b88c67a4603b65ca5e3fd1fbe0ae0 +size 39055 diff --git a/results/kairos/Coastal_T_S/15T/long/config.json b/results/kairos/Coastal_T_S/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c393104ff82492d71271dcbd92e69c7b390c41b6 --- /dev/null +++ b/results/kairos/Coastal_T_S/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Coastal_T_S/15T/long/metrics.npz b/results/kairos/Coastal_T_S/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..28cacdec209329f8493e31993b55eafcd8030e49 --- /dev/null +++ b/results/kairos/Coastal_T_S/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ce3bb83e9e92b090fc5b25246dc6c82a34ab9658bb7f4359704adb40589c969 +size 6286 diff --git a/results/kairos/Coastal_T_S/15T/long/predictions.npz b/results/kairos/Coastal_T_S/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e2d4aba62cdf4713c0f7c74ec2f094c4df142be9 --- /dev/null +++ b/results/kairos/Coastal_T_S/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19ab8d355d38ea6a37a27fc01bd920f3cd738744b38da54773565e50aea3f96f +size 110878 diff --git a/results/kairos/Coastal_T_S/15T/medium/config.json b/results/kairos/Coastal_T_S/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c0aef19470b116e3d56353de04386d2139b499e0 --- /dev/null +++ b/results/kairos/Coastal_T_S/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Coastal_T_S/15T/medium/metrics.npz b/results/kairos/Coastal_T_S/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ebf0ce5802de451f1bdeeb0f8dbc9b92b6224431 --- /dev/null +++ b/results/kairos/Coastal_T_S/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27004195203a881e33ef150ce614fede733c4c87df219ebe6e09460289c9fe98 +size 14824 diff --git a/results/kairos/Coastal_T_S/15T/medium/predictions.npz b/results/kairos/Coastal_T_S/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b4392c1701ec1f8bc636e5f01a0fd391550ed702 --- /dev/null +++ b/results/kairos/Coastal_T_S/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1805161ef6b9aa9dbb77d50c5eec6f63070855364bd0d7a7fc56de131452daab +size 120167 diff --git a/results/kairos/Coastal_T_S/15T/short/config.json b/results/kairos/Coastal_T_S/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..61ecb437a2e9366e2306ae8197c352de291ddc0a --- /dev/null +++ b/results/kairos/Coastal_T_S/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Coastal_T_S/15T/short/metrics.npz b/results/kairos/Coastal_T_S/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1e9f692cfc5495cfa0be0e068236c0eeb1e757a7 --- /dev/null +++ b/results/kairos/Coastal_T_S/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e000e20b189099a824c3113316e7e645d342efa03e9132785b8395a29914f5f +size 102783 diff --git a/results/kairos/Coastal_T_S/15T/short/predictions.npz b/results/kairos/Coastal_T_S/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e36bd419b490271b1417a7dede48e7fb2aa52465 --- /dev/null +++ b/results/kairos/Coastal_T_S/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:143f5c3fab4c98f79a5533a8dff8bd07e7be9ab1c0f0d25ae1e1f14c34ea9190 +size 143762 diff --git a/results/kairos/Coastal_T_S/20T/long/config.json b/results/kairos/Coastal_T_S/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5dfe8ca9243bb216155fcc058191cd3d06ff271d --- /dev/null +++ b/results/kairos/Coastal_T_S/20T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Coastal_T_S/20T/long/metrics.npz b/results/kairos/Coastal_T_S/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..51909c68921441f56738b6fd3979c4cc2e66498e --- /dev/null +++ b/results/kairos/Coastal_T_S/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:765c59fe45b93c0a169d9b7eadcb0589f0e5824ae8fee20d63b26e17279cc1e8 +size 2489 diff --git a/results/kairos/Coastal_T_S/20T/long/predictions.npz b/results/kairos/Coastal_T_S/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f6b8067a0411fb2766363b553d059209ebcc10a3 --- /dev/null +++ b/results/kairos/Coastal_T_S/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c70380a9f88d8aaee600144abe46a68e3f62937a2308b7995a19e59d9b7aa43 +size 16616 diff --git a/results/kairos/Coastal_T_S/20T/medium/config.json b/results/kairos/Coastal_T_S/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..331b8ffdd158c136298763149302d5cabbfbf1ba --- /dev/null +++ b/results/kairos/Coastal_T_S/20T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Coastal_T_S/20T/medium/metrics.npz b/results/kairos/Coastal_T_S/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d523da9ebbe06d7c2ef20df4899630479e1924d4 --- /dev/null +++ b/results/kairos/Coastal_T_S/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:91ad71df4197c15f7eca721d210beae31741f7511d5c71147f0ee3ca5d27238c +size 4366 diff --git a/results/kairos/Coastal_T_S/20T/medium/predictions.npz b/results/kairos/Coastal_T_S/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8036eedd5a4844f4f0f8973cb2a644b40eec07f2 --- /dev/null +++ b/results/kairos/Coastal_T_S/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00198b4b0f1bfcc0498a0a153579ab50dfceca98a2b0a13fcbacf168a6dc6a0d +size 17369 diff --git a/results/kairos/Coastal_T_S/20T/short/config.json b/results/kairos/Coastal_T_S/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..987631f05cd76715b2a93696a73d068e00899d10 --- /dev/null +++ b/results/kairos/Coastal_T_S/20T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Coastal_T_S/20T/short/metrics.npz b/results/kairos/Coastal_T_S/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0de61c6a9d96fb0e521e5a1a46b3fd07244ffb59 --- /dev/null +++ b/results/kairos/Coastal_T_S/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a170dfa3b905c532e0cf51349a02ba9cb5c6d2fda1342c20a86732a595425fa2 +size 21811 diff --git a/results/kairos/Coastal_T_S/20T/short/predictions.npz b/results/kairos/Coastal_T_S/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f9619ce5cc042ea9eb546ec2b7c13320e5a4a887 --- /dev/null +++ b/results/kairos/Coastal_T_S/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2d1fccdcaff77f2feee17e224be1f8b348314a1d07f2a01ebdcd31c2c81beb2 +size 20630 diff --git a/results/kairos/Coastal_T_S/5T/long/config.json b/results/kairos/Coastal_T_S/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b3ef6ba047c6694b1d4e52d6f30db6b5d54b7f47 --- /dev/null +++ b/results/kairos/Coastal_T_S/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/long", + "num_series": 18, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Coastal_T_S/5T/long/metrics.npz b/results/kairos/Coastal_T_S/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4d4e7158e647a126c344c8ca6c31c6c599e47893 --- /dev/null +++ b/results/kairos/Coastal_T_S/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdcb69036bcb32d1f71457a9fae86e2f5ac2e4e2be3793e5e69983d67b34b9a3 +size 17771 diff --git a/results/kairos/Coastal_T_S/5T/long/predictions.npz b/results/kairos/Coastal_T_S/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9cd04add82a06907e3f5e1d3661a2bd69f25c161 --- /dev/null +++ b/results/kairos/Coastal_T_S/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a6bd69f7264ffaff040e686964ccbf487f1f5bc6e3f5c632beb084d99eb9e84 +size 836840 diff --git a/results/kairos/Coastal_T_S/5T/medium/config.json b/results/kairos/Coastal_T_S/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6c1c877bf581283474ef86b5695465f16fcb2a1c --- /dev/null +++ b/results/kairos/Coastal_T_S/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/medium", + "num_series": 18, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Coastal_T_S/5T/medium/metrics.npz b/results/kairos/Coastal_T_S/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1cb05b6284ed572d8f2f67e07421cd181dcaf38f --- /dev/null +++ b/results/kairos/Coastal_T_S/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ecc6860be342fbf10555a53e96861ea7b409a5b55ed8b773d54941b344a1f8e4 +size 48538 diff --git a/results/kairos/Coastal_T_S/5T/medium/predictions.npz b/results/kairos/Coastal_T_S/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..588fec3425a18910a1b5881f782d8d47fb38a684 --- /dev/null +++ b/results/kairos/Coastal_T_S/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dcc94e5a45364b3e34fb396eb5f5fe13234460f2cc0b4a1f8f313cd3a56ea868 +size 1039418 diff --git a/results/kairos/Coastal_T_S/5T/short/config.json b/results/kairos/Coastal_T_S/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1f747d074eaa07191f8a2640d32e4dce1d9f22ca --- /dev/null +++ b/results/kairos/Coastal_T_S/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/short", + "num_series": 18, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Coastal_T_S/5T/short/metrics.npz b/results/kairos/Coastal_T_S/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ebdcd6c44848f53236220cfa2925d893ddf303bd --- /dev/null +++ b/results/kairos/Coastal_T_S/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ecbf91f53f2d026456b919262bf7a3b946223ed259d58931afb37d27b9273745 +size 368305 diff --git a/results/kairos/Coastal_T_S/5T/short/predictions.npz b/results/kairos/Coastal_T_S/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4a9009b4e0e020e2c28a3c17f26e302c322d054a --- /dev/null +++ b/results/kairos/Coastal_T_S/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4532fa26c2b5b99a47417f778322bb183488f7bfd357d4bdbd32493a8de844cd +size 1180871 diff --git a/results/kairos/Coastal_T_S/H/long/config.json b/results/kairos/Coastal_T_S/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..476bf7523b7d31168aa0330fa1282406d29a9065 --- /dev/null +++ b/results/kairos/Coastal_T_S/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/long", + "num_series": 24, + "num_windows": 2, + "num_variates": 3, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Coastal_T_S/H/long/metrics.npz b/results/kairos/Coastal_T_S/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..15ab6e4ffe1787b6010e4d32494f15c9c664ec8c --- /dev/null +++ b/results/kairos/Coastal_T_S/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bce260266561d933132c486adbc6dc4aab750ee0da439bab7d98f0aadb68a222 +size 10412 diff --git a/results/kairos/Coastal_T_S/H/long/predictions.npz b/results/kairos/Coastal_T_S/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..addcf8d2ae8269173582a7dc252b4c6ddbbeea42 --- /dev/null +++ b/results/kairos/Coastal_T_S/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82d800b13cc71b351ae558c16bbb2f69af03ffcf1847218d26283102b3c9e257 +size 254630 diff --git a/results/kairos/Coastal_T_S/H/medium/config.json b/results/kairos/Coastal_T_S/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7a3c211562728cabed5650bbbf522d0317f93199 --- /dev/null +++ b/results/kairos/Coastal_T_S/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/medium", + "num_series": 24, + "num_windows": 4, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Coastal_T_S/H/medium/metrics.npz b/results/kairos/Coastal_T_S/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..28d4f91e0dbeb2b0fd06bdefddb473b95f937243 --- /dev/null +++ b/results/kairos/Coastal_T_S/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf41eafad6f2f671798c3c909513603615685008133341b91a0da3fb140e13a6 +size 18620 diff --git a/results/kairos/Coastal_T_S/H/medium/predictions.npz b/results/kairos/Coastal_T_S/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..43fcf0b46d220f75c305b1a0b81ad296a6a96fe6 --- /dev/null +++ b/results/kairos/Coastal_T_S/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e79104b878be1ce10a71aa95ac1df8d4edd4d63bbc4928fa7ec3539654320a35 +size 286459 diff --git a/results/kairos/Coastal_T_S/H/short/config.json b/results/kairos/Coastal_T_S/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4f1f1855c4ee08af89f1b6ddf0dfd11d21cad075 --- /dev/null +++ b/results/kairos/Coastal_T_S/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/short", + "num_series": 24, + "num_windows": 28, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Coastal_T_S/H/short/metrics.npz b/results/kairos/Coastal_T_S/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e976745353982d44218fd983169cebfad2cf2eb2 --- /dev/null +++ b/results/kairos/Coastal_T_S/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22ad13d35043b728a1fd9d703d71627e0396af095fa14335aab7e1724f75ba86 +size 115416 diff --git a/results/kairos/Coastal_T_S/H/short/predictions.npz b/results/kairos/Coastal_T_S/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c668b8f75c9e78552e6b010c2014e9d69edd9505 --- /dev/null +++ b/results/kairos/Coastal_T_S/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa06f1fae47e4878bfabefeee46a457ec16f12aac90798e884eca260ff668df4 +size 322240 diff --git a/results/kairos/Commodity_Import/M/short/config.json b/results/kairos/Commodity_Import/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1425bafd641b134ad2b2adb45508d2b815b175b8 --- /dev/null +++ b/results/kairos/Commodity_Import/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Commodity_Import/M/short", + "num_series": 8, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Commodity_Import/M/short/metrics.npz b/results/kairos/Commodity_Import/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e6c75a54cefc5d68cf70273f95bac6ce53afa53e --- /dev/null +++ b/results/kairos/Commodity_Import/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b07dd55f1eebdc6ad5d691aad3e96e820728c7a08454c614232eec108b80ec3 +size 4091 diff --git a/results/kairos/Commodity_Import/M/short/predictions.npz b/results/kairos/Commodity_Import/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1c6c052efdca1845c65134d7cf6790681b5211a2 --- /dev/null +++ b/results/kairos/Commodity_Import/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:648d201907a1701092ec83070e88fa36f65730aa1e12f66da92c124ba7662bdd +size 7795 diff --git a/results/kairos/Commodity_Production/M/short/config.json b/results/kairos/Commodity_Production/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d8917f73da23d007cb011730f43002ea4ba8fdb9 --- /dev/null +++ b/results/kairos/Commodity_Production/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Commodity_Production/M/short", + "num_series": 32, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Commodity_Production/M/short/metrics.npz b/results/kairos/Commodity_Production/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2c9fd733b1c29983c51654237153b3b7fe8e9f06 --- /dev/null +++ b/results/kairos/Commodity_Production/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f008a474895718b9014bd13ae777e4bb9611805d16da2f692435b3ee0886de68 +size 11166 diff --git a/results/kairos/Commodity_Production/M/short/predictions.npz b/results/kairos/Commodity_Production/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f88b5df191f61386dc302a45addeae480b4676f5 --- /dev/null +++ b/results/kairos/Commodity_Production/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:accd4d543756d3818036f23300b6063873a2c0d2dcaaa1da834230701986dfee +size 29097 diff --git a/results/kairos/Crypto/D/short/config.json b/results/kairos/Crypto/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1b9ad5bcdff73e917ec02504506717dd9c6cd8b8 --- /dev/null +++ b/results/kairos/Crypto/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Crypto/D/short", + "num_series": 1, + "num_windows": 9, + "num_variates": 4, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Crypto/D/short/metrics.npz b/results/kairos/Crypto/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1cbfa66f9dd5d0eeca55eafeb49631b6c8dba613 --- /dev/null +++ b/results/kairos/Crypto/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e884f73068aed5c108fe35ee3d70e758d50563a1f75d742421c6b8aa65f0206 +size 3857 diff --git a/results/kairos/Crypto/D/short/predictions.npz b/results/kairos/Crypto/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1c0df79d1fd24e5064933d2195b3cb78db179186 --- /dev/null +++ b/results/kairos/Crypto/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6cc5d551f7fb77a4362ee425abe36a8752c782d42d08c38edc2d7ff2d3cb054 +size 15224 diff --git a/results/kairos/ECDC_COVID/D/short/config.json b/results/kairos/ECDC_COVID/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c021794fc6607077deff816803510183600f0fd5 --- /dev/null +++ b/results/kairos/ECDC_COVID/D/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "ECDC_COVID/D/short", + "num_series": 9, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/ECDC_COVID/D/short/metrics.npz b/results/kairos/ECDC_COVID/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9f5f7ddf174cb7778b5cfb66fee17bb69d9d804e --- /dev/null +++ b/results/kairos/ECDC_COVID/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68f80240fab91d6cb085227558720405a47b42ca26c430f0db16cc7c905817f8 +size 4433 diff --git a/results/kairos/ECDC_COVID/D/short/predictions.npz b/results/kairos/ECDC_COVID/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..99071c8689e22d32bd4e53029f4ccb94a051da14 --- /dev/null +++ b/results/kairos/ECDC_COVID/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f59f2347a3c7ee020abf5f584ec46fd62bbbb3cc8f46f93fbcd4e882564f6aa +size 21130 diff --git a/results/kairos/ECDC_COVID/W/short/config.json b/results/kairos/ECDC_COVID/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ebb88e9a7a627d7555d3e25a2cde37b74b151ccc --- /dev/null +++ b/results/kairos/ECDC_COVID/W/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "ECDC_COVID/W/short", + "num_series": 16, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/ECDC_COVID/W/short/metrics.npz b/results/kairos/ECDC_COVID/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..288ee75e3ad7ac1b9d5b2af3a968f18348c020a5 --- /dev/null +++ b/results/kairos/ECDC_COVID/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e473ea7dfa9c4b2fb5eb966680e6b2f37b8f81c44bc13b4a1890786ea879f39 +size 5701 diff --git a/results/kairos/ECDC_COVID/W/short/predictions.npz b/results/kairos/ECDC_COVID/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..120647400df5d0cc0bbc843b8e56df1c8c3130be --- /dev/null +++ b/results/kairos/ECDC_COVID/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13cd713eed883b60321e8ec0a487b821aad17bde193c3076c11cfc867978776b +size 14304 diff --git a/results/kairos/EWELD_Load/15T/long/config.json b/results/kairos/EWELD_Load/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..459a6520f420c3036d6f327fbe08c2046a9eed55 --- /dev/null +++ b/results/kairos/EWELD_Load/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/long", + "num_series": 1, + "num_windows": 2, + "num_variates": 10, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/EWELD_Load/15T/long/metrics.npz b/results/kairos/EWELD_Load/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..669482b8117f8435e55914514276f9c186290a7a --- /dev/null +++ b/results/kairos/EWELD_Load/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b676b2becee38b0bd88a89bdf9384f3e439a068532a8b6266367ae52dc7685be +size 2844 diff --git a/results/kairos/EWELD_Load/15T/long/predictions.npz b/results/kairos/EWELD_Load/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a39935b906cdfc33c2dd8dcafc42ba7e7e2dfa9f --- /dev/null +++ b/results/kairos/EWELD_Load/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02ba18a2b01524030a1f28bf7fd752bfd80508f6789ffbfe07a1c8fa2b7c34ba +size 199959 diff --git a/results/kairos/EWELD_Load/15T/medium/config.json b/results/kairos/EWELD_Load/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3530589973d32f523a0318a6fb76bb74264eb932 --- /dev/null +++ b/results/kairos/EWELD_Load/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/medium", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/EWELD_Load/15T/medium/metrics.npz b/results/kairos/EWELD_Load/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0922b022531e2711c9ee10a796310d57eb01b2b2 --- /dev/null +++ b/results/kairos/EWELD_Load/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c44119e115601cc4c7501c8e1821aefd29b325bfb19b9902eaca9519625648df +size 10210 diff --git a/results/kairos/EWELD_Load/15T/medium/predictions.npz b/results/kairos/EWELD_Load/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..36b0f4d4c9adf70f1e99ac5b55af92aaefcdf95b --- /dev/null +++ b/results/kairos/EWELD_Load/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:acc2c917aaf09caa4fea100b661dc2145c9d8b7c30009c722191bda3f4e4385e +size 208383 diff --git a/results/kairos/EWELD_Load/15T/short/config.json b/results/kairos/EWELD_Load/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1d7d2f056677f1bd8964d80a790e6665ab6b9fb9 --- /dev/null +++ b/results/kairos/EWELD_Load/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/short", + "num_series": 1, + "num_windows": 56, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/EWELD_Load/15T/short/metrics.npz b/results/kairos/EWELD_Load/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5c8260079b69805d1bf8b3eef147b881aa70191d --- /dev/null +++ b/results/kairos/EWELD_Load/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31e91773b10783bb6dc89bae836f020ab80f394742ac2f58cef90f360d715a79 +size 34448 diff --git a/results/kairos/EWELD_Load/15T/short/predictions.npz b/results/kairos/EWELD_Load/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9fc0d4ce0df2bb4399e38f366196f0072206476b --- /dev/null +++ b/results/kairos/EWELD_Load/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5edda63e206507714d4a17193fa2165967c89d373121aa18a5328fc226c77e94 +size 209657 diff --git a/results/kairos/Finland_Traffic/15T/long/config.json b/results/kairos/Finland_Traffic/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a968531d0f7bcffd041ce6622ec433700f4fcbeb --- /dev/null +++ b/results/kairos/Finland_Traffic/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Finland_Traffic/15T/long/metrics.npz b/results/kairos/Finland_Traffic/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9b3c263964fcacea9ff0c83c84c9d419ddd061db --- /dev/null +++ b/results/kairos/Finland_Traffic/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea87dbf95b7a067d81786eacdeef71a855946521356d0ef6c8aa16cac74ae74d +size 1767 diff --git a/results/kairos/Finland_Traffic/15T/long/predictions.npz b/results/kairos/Finland_Traffic/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..57d0dbb227d31c924737a1db60c1b7a61e7e0165 --- /dev/null +++ b/results/kairos/Finland_Traffic/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a5d9e21019baef6777f81e1ea5c1a744adcfd5e23b19e12b989d03ed295878f +size 41627 diff --git a/results/kairos/Finland_Traffic/15T/medium/config.json b/results/kairos/Finland_Traffic/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c0179ead992ddd847d2e32bb21031ead8a5bc424 --- /dev/null +++ b/results/kairos/Finland_Traffic/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/medium", + "num_series": 1, + "num_windows": 31, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Finland_Traffic/15T/medium/metrics.npz b/results/kairos/Finland_Traffic/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..83e66222823a7ecc6aeec77860eece9cb7e5e832 --- /dev/null +++ b/results/kairos/Finland_Traffic/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1fe63613e3e0436a420d34638d9b88c4d48f7550f0fc1b3462cc2b4b6c3338ac +size 3506 diff --git a/results/kairos/Finland_Traffic/15T/medium/predictions.npz b/results/kairos/Finland_Traffic/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3ee2de5fb1814e480580b15d3841e8f75e3aaa53 --- /dev/null +++ b/results/kairos/Finland_Traffic/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08047955145ea62367aa79f84717e228898a624fba3e7377b3ab172abf1d7564 +size 46157 diff --git a/results/kairos/Finland_Traffic/15T/short/config.json b/results/kairos/Finland_Traffic/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e83c0f0a2e98c86ffc195e2a7679c34a083747ca --- /dev/null +++ b/results/kairos/Finland_Traffic/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/short", + "num_series": 1, + "num_windows": 186, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Finland_Traffic/15T/short/metrics.npz b/results/kairos/Finland_Traffic/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd599c4448f3aec4d3e3ff895224387d1649ccbe --- /dev/null +++ b/results/kairos/Finland_Traffic/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3a0e88c1651398266bb399b3d46aa38c333132f5e399f43e862a59fb3046ed3 +size 12615 diff --git a/results/kairos/Finland_Traffic/15T/short/predictions.npz b/results/kairos/Finland_Traffic/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8a54f404ee389e20a40eaad4671478396f329a79 --- /dev/null +++ b/results/kairos/Finland_Traffic/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8219a381a1c5616ef7ecfbe2177c1fcbdd941020752bc08317399933cbb7c5d1 +size 46149 diff --git a/results/kairos/Global_Influenza/W/short/config.json b/results/kairos/Global_Influenza/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c6bcdd414ca954596028306db08f1c424c6a5df5 --- /dev/null +++ b/results/kairos/Global_Influenza/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Global_Influenza/W/short", + "num_series": 15, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Global_Influenza/W/short/metrics.npz b/results/kairos/Global_Influenza/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c1f5a5c420e9501bc1878773c2a994488964deb3 --- /dev/null +++ b/results/kairos/Global_Influenza/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:959ef42406e528e842cf052bfcc72f3b577904a0f6cf48b85c08ee3729fe10ca +size 15818 diff --git a/results/kairos/Global_Influenza/W/short/predictions.npz b/results/kairos/Global_Influenza/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9be492f02f61ff7c23a66763a3b29b000db81ba9 --- /dev/null +++ b/results/kairos/Global_Influenza/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99d337c192b0936f3aa189ecec1980379bec0e497ead0391c53a0356f9f6417d +size 51413 diff --git a/results/kairos/Global_Price/Q/short/config.json b/results/kairos/Global_Price/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..529e2c6377b666eb8e6cb45a53303cc212ca86bc --- /dev/null +++ b/results/kairos/Global_Price/Q/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Global_Price/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 60, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Global_Price/Q/short/metrics.npz b/results/kairos/Global_Price/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bdebdcf15d475707d0624c45432a2c903c23641e --- /dev/null +++ b/results/kairos/Global_Price/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5048d389541421ea987e47791c85eb2a249917d98562130a32f4a87a93309970 +size 19100 diff --git a/results/kairos/Global_Price/Q/short/predictions.npz b/results/kairos/Global_Price/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fbbc62f22153c16b284ed1655c563b7b4965f0c4 --- /dev/null +++ b/results/kairos/Global_Price/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84c3804e897251de23c12e22a946a020d66241fdbd1608d7d4d5ea86f39149f8 +size 20042 diff --git a/results/kairos/Housing_Inventory/M/short/config.json b/results/kairos/Housing_Inventory/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2386cdb1ac2165175feb19bb8f6db34b09e68ef0 --- /dev/null +++ b/results/kairos/Housing_Inventory/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Housing_Inventory/M/short", + "num_series": 1, + "num_windows": 3, + "num_variates": 4, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Housing_Inventory/M/short/metrics.npz b/results/kairos/Housing_Inventory/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3832374f829c63c082a1b89da891f052fc3c2882 --- /dev/null +++ b/results/kairos/Housing_Inventory/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:156609d8604b50d6e307fa81349a9cffa9e32a3a6c5b6412d9b33a2e12deba29 +size 2275 diff --git a/results/kairos/Housing_Inventory/M/short/predictions.npz b/results/kairos/Housing_Inventory/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..899b98371034738d7ddc484d808456f80a37a44c --- /dev/null +++ b/results/kairos/Housing_Inventory/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:877a96d504cb9d0a147b63011e4ebe069182afce4af366c7d32f55a308b3ef52 +size 2574 diff --git a/results/kairos/JOLTS/M/short/config.json b/results/kairos/JOLTS/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9402353cae30efe74b3a125bfe0666b865a6b306 --- /dev/null +++ b/results/kairos/JOLTS/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "JOLTS/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/JOLTS/M/short/metrics.npz b/results/kairos/JOLTS/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..95ae0af1647cb6c9a0262ad37dca06dfd3fa38e4 --- /dev/null +++ b/results/kairos/JOLTS/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f7573e91a3328139d29a29cceb58b76a1d5f2556d4ab4d3929fe48433ff5845 +size 3426 diff --git a/results/kairos/JOLTS/M/short/predictions.npz b/results/kairos/JOLTS/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..581e3dd9c2b5912459a46533b4d78b5cd3b8cee3 --- /dev/null +++ b/results/kairos/JOLTS/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b511f0045b3dc3d10b6665c3c582851d9d5d6c7b32d37ed32bae51c27c5ab745 +size 5978 diff --git a/results/kairos/Job_Claims/W/short/config.json b/results/kairos/Job_Claims/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..17a0aba610482c7ca6b417d4f4ae85339860a447 --- /dev/null +++ b/results/kairos/Job_Claims/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Job_Claims/W/short", + "num_series": 1, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Job_Claims/W/short/metrics.npz b/results/kairos/Job_Claims/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..09a0348bdbbe980b9abad635a422380856013a69 --- /dev/null +++ b/results/kairos/Job_Claims/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b678d4127365bcb0106c6e20c8ff729aaaf6bfb82a83d393c562581454c5bb7f +size 2025 diff --git a/results/kairos/Job_Claims/W/short/predictions.npz b/results/kairos/Job_Claims/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b0248da8cec11144cafbeaa139fa13b18c15ae93 --- /dev/null +++ b/results/kairos/Job_Claims/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bbb613e6d08cc236b60f91972effc7c73968ec4612065698a7023d387649c849 +size 1645 diff --git a/results/kairos/MetroPT-3/5T/long/config.json b/results/kairos/MetroPT-3/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..19e9559b0441de441a7561c6f02f1e1a0749e67a --- /dev/null +++ b/results/kairos/MetroPT-3/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/long", + "num_series": 1, + "num_windows": 3, + "num_variates": 6, + "prediction_length": 576, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/MetroPT-3/5T/long/metrics.npz b/results/kairos/MetroPT-3/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fbe44e6e71d4836e2d4e3340e45444eb83bbb0a6 --- /dev/null +++ b/results/kairos/MetroPT-3/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:089ae8bebf006926ccc98b2bff285d47088b62d5a1572cbb4b2bc68a3486bbf8 +size 2705 diff --git a/results/kairos/MetroPT-3/5T/long/predictions.npz b/results/kairos/MetroPT-3/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4a0c6ac2a5a711a22b9d3b87e2d50415f94cb056 --- /dev/null +++ b/results/kairos/MetroPT-3/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b078013785db64a1b54919e29b517fbe8885a9a097252669ce78ddd22511924 +size 117941 diff --git a/results/kairos/MetroPT-3/5T/medium/config.json b/results/kairos/MetroPT-3/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fc5e8a0e8887816548589c0080be9610e8cad0e7 --- /dev/null +++ b/results/kairos/MetroPT-3/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/medium", + "num_series": 1, + "num_windows": 6, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/MetroPT-3/5T/medium/metrics.npz b/results/kairos/MetroPT-3/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..28bb8082776ad00defc11af09b6bca232ba1c286 --- /dev/null +++ b/results/kairos/MetroPT-3/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06ec53d0656db456aa89fd90bedae64df0e5950d9e843083e1dfd2535b9b3ed0 +size 3909 diff --git a/results/kairos/MetroPT-3/5T/medium/predictions.npz b/results/kairos/MetroPT-3/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c14ea52c3f05dcbb7b4d78fb51c5ccbebaef2d8c --- /dev/null +++ b/results/kairos/MetroPT-3/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92720c02e9516f71d08d3a69b1bc27e500ed4bcbced40385cb23a452537a6939 +size 125471 diff --git a/results/kairos/MetroPT-3/5T/short/config.json b/results/kairos/MetroPT-3/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..672c6b9a5d283ffd36d6d58be69d6822197b9cdd --- /dev/null +++ b/results/kairos/MetroPT-3/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/short", + "num_series": 1, + "num_windows": 36, + "num_variates": 6, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/MetroPT-3/5T/short/metrics.npz b/results/kairos/MetroPT-3/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1bd2a3cae2c3082fba1537f4179c69476c036142 --- /dev/null +++ b/results/kairos/MetroPT-3/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78c7e5f5399f6f0b4d0a685f663ccf472f3925ca774760923079c19e9638886e +size 14401 diff --git a/results/kairos/MetroPT-3/5T/short/predictions.npz b/results/kairos/MetroPT-3/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f05f88edbeb73ef09d51d491f857f93878483291 --- /dev/null +++ b/results/kairos/MetroPT-3/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f404acaf0326b7f006534f870378861e01a825dac4a8342928df51d3d3430d03 +size 132641 diff --git a/results/kairos/NE_China_Wind/H/long/config.json b/results/kairos/NE_China_Wind/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..acb38f375d1711d969858ff79cb189704859d669 --- /dev/null +++ b/results/kairos/NE_China_Wind/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/NE_China_Wind/H/long/metrics.npz b/results/kairos/NE_China_Wind/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5dc3c66b7d38a113513b42910a99b8167ae05422 --- /dev/null +++ b/results/kairos/NE_China_Wind/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b5b3c7bbf5fbd1c012acdeb887b4bb22f1cbe9223ad58e936d710270b9c6079 +size 2563 diff --git a/results/kairos/NE_China_Wind/H/long/predictions.npz b/results/kairos/NE_China_Wind/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..45354344583151bcdbf8de386cce4e2cb186810b --- /dev/null +++ b/results/kairos/NE_China_Wind/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d411fcea4dec0961a00a934804f273c49e920bc4cbe2903db923a4c8b059065 +size 41819 diff --git a/results/kairos/NE_China_Wind/H/medium/config.json b/results/kairos/NE_China_Wind/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..535ab0350f3ec848410469adac4bc023ac6fed48 --- /dev/null +++ b/results/kairos/NE_China_Wind/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/medium", + "num_series": 1, + "num_windows": 10, + "num_variates": 4, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/NE_China_Wind/H/medium/metrics.npz b/results/kairos/NE_China_Wind/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c4d7510de563d377f41bcf6127b5338c5bbaab23 --- /dev/null +++ b/results/kairos/NE_China_Wind/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6617e2ff3c438189f8710ea84887d0fc9f20df4aca5e8c41c30aa848eb9b2fd +size 4151 diff --git a/results/kairos/NE_China_Wind/H/medium/predictions.npz b/results/kairos/NE_China_Wind/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9601f2ce1c63e15cd009e36a260bec670cd1a17e --- /dev/null +++ b/results/kairos/NE_China_Wind/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a2c11f8ed021bd1e79c1d98556f3f9b78d49754d554568f4c96e065ab1cdb1a +size 45237 diff --git a/results/kairos/NE_China_Wind/H/short/config.json b/results/kairos/NE_China_Wind/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5b08ccaef79893ad9199debb167a52c657ad598f --- /dev/null +++ b/results/kairos/NE_China_Wind/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/short", + "num_series": 1, + "num_windows": 30, + "num_variates": 4, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/NE_China_Wind/H/short/metrics.npz b/results/kairos/NE_China_Wind/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..72b0f7d470b8512642612314666c5f8e967170aa --- /dev/null +++ b/results/kairos/NE_China_Wind/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a253ffbea05c9163be0d63a85ffc3fa0f2f4b53f12b8591392bd7d803ee88e75 +size 8962 diff --git a/results/kairos/NE_China_Wind/H/short/predictions.npz b/results/kairos/NE_China_Wind/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..41a31d6db1890a2e1b488f8a7dcc9fcd63ab6914 --- /dev/null +++ b/results/kairos/NE_China_Wind/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c0a74ad3930203197f78ed10f16070e207312e41965608158de2f8f766712fd +size 45449 diff --git a/results/kairos/Oil_Price/B/short/config.json b/results/kairos/Oil_Price/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a0b3d972feeebd5fefc139722d63e67531b8e20a --- /dev/null +++ b/results/kairos/Oil_Price/B/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Oil_Price/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 12, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Oil_Price/B/short/metrics.npz b/results/kairos/Oil_Price/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d83df13be08dd35606ba8d9eb05bf1f62b59ffd2 --- /dev/null +++ b/results/kairos/Oil_Price/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ed2e6673be9c9ccf71d21de8e72fc21428dcbe0ea0ec4538ea0e9f6ed1401fe +size 26241 diff --git a/results/kairos/Oil_Price/B/short/predictions.npz b/results/kairos/Oil_Price/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c9449aa25754232aebbaf4dea0e81619c450852a --- /dev/null +++ b/results/kairos/Oil_Price/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0058b03db0693d82b54f0fe0218884867debbe59f94814b3d1de3d4eb88927d +size 94705 diff --git a/results/kairos/Online_Retail_2_UCI/D/short/config.json b/results/kairos/Online_Retail_2_UCI/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..47bc5edad26cbd14e6d0a6dfcf39514e611548ad --- /dev/null +++ b/results/kairos/Online_Retail_2_UCI/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Online_Retail_2_UCI/D/short", + "num_series": 1, + "num_windows": 6, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Online_Retail_2_UCI/D/short/metrics.npz b/results/kairos/Online_Retail_2_UCI/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e1c61cd3f124e2707a6c32e6fb77966a31fd3af9 --- /dev/null +++ b/results/kairos/Online_Retail_2_UCI/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6f0e9dee98082fb71181ddc73f8d5fc51452a8c424b29f940358ff8e3479af4 +size 1904 diff --git a/results/kairos/Online_Retail_2_UCI/D/short/predictions.npz b/results/kairos/Online_Retail_2_UCI/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..073d3bcece6468629d564e2a8e78658078e1ebb7 --- /dev/null +++ b/results/kairos/Online_Retail_2_UCI/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f89deb15519157beec7bbbf629e88c41330a891d6679d7134e7a587327fb157b +size 3319 diff --git a/results/kairos/OpenElectricity_NEM/5T/long/config.json b/results/kairos/OpenElectricity_NEM/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..474ac9914da8ca1c9850ea7579e632e3976c042e --- /dev/null +++ b/results/kairos/OpenElectricity_NEM/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/long", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/OpenElectricity_NEM/5T/long/metrics.npz b/results/kairos/OpenElectricity_NEM/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6d4e852a0e0cfcf5f77eb2d98b65fdc629bb073b --- /dev/null +++ b/results/kairos/OpenElectricity_NEM/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e212345c9be53cc9269f29212fb9637a2e604704baada7beb91aec43c4889e8a +size 10237 diff --git a/results/kairos/OpenElectricity_NEM/5T/long/predictions.npz b/results/kairos/OpenElectricity_NEM/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0d0723cadd34490fcefb5b9c76c4858d40644eed --- /dev/null +++ b/results/kairos/OpenElectricity_NEM/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7cbbb650cc8ff4aed64dddc2d4069006dc02f25170f9fe5a9c15b2aebb1293b4 +size 574507 diff --git a/results/kairos/OpenElectricity_NEM/5T/medium/config.json b/results/kairos/OpenElectricity_NEM/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f574e84b7d6417b944c37618bfb5928b5dbb7e02 --- /dev/null +++ b/results/kairos/OpenElectricity_NEM/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/medium", + "num_series": 1, + "num_windows": 42, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/OpenElectricity_NEM/5T/medium/metrics.npz b/results/kairos/OpenElectricity_NEM/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d8e43ea192c5fda71ef157fbbe19c0d8367f5b77 --- /dev/null +++ b/results/kairos/OpenElectricity_NEM/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5866fc347b1daa5b4a7b4d939c1a552145ee56fb7e700cda37a82923647a237c +size 26316 diff --git a/results/kairos/OpenElectricity_NEM/5T/medium/predictions.npz b/results/kairos/OpenElectricity_NEM/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..327a107f4053b37dbbe001c86fddf3f444cbec87 --- /dev/null +++ b/results/kairos/OpenElectricity_NEM/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ca73a05b8336419521215b5b48c853e6257bcad8d3661778a900ab3abd01b74 +size 570918 diff --git a/results/kairos/OpenElectricity_NEM/5T/short/config.json b/results/kairos/OpenElectricity_NEM/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..784ea815a6f1f5981a57e2dc6f7894f59976971e --- /dev/null +++ b/results/kairos/OpenElectricity_NEM/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/short", + "num_series": 1, + "num_windows": 168, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/OpenElectricity_NEM/5T/short/metrics.npz b/results/kairos/OpenElectricity_NEM/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..afb7797224c4656ed89e2450b7b7f5296a5f8f92 --- /dev/null +++ b/results/kairos/OpenElectricity_NEM/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72a138caf1fdc6d08021d1e2233a61cdd907d80db187396afac7bc991d4c9077 +size 98289 diff --git a/results/kairos/OpenElectricity_NEM/5T/short/predictions.npz b/results/kairos/OpenElectricity_NEM/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e00ef2183d84002f2f9420e67661bd06d18f6593 --- /dev/null +++ b/results/kairos/OpenElectricity_NEM/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e49e5faf7883a938049432836f1575907c75848c77fcc8ca668831b1b012d42 +size 568766 diff --git a/results/kairos/Port_Activity/D/short/config.json b/results/kairos/Port_Activity/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..442f5f07b2bbf9c18f79d56b64169ac6cac36a89 --- /dev/null +++ b/results/kairos/Port_Activity/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Port_Activity/D/short", + "num_series": 99, + "num_windows": 12, + "num_variates": 2, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Port_Activity/D/short/metrics.npz b/results/kairos/Port_Activity/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2943e634c4452788b453877470c9949083e212f1 --- /dev/null +++ b/results/kairos/Port_Activity/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24bcb5ebd6f4f896c4d6414b531cc361f18e26f69c415e541c891b3b2853cd30 +size 141245 diff --git a/results/kairos/Port_Activity/D/short/predictions.npz b/results/kairos/Port_Activity/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..12aebe2adaaa755298063b6ca472617df1a370a1 --- /dev/null +++ b/results/kairos/Port_Activity/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c3c966374885898488a7286ae195be876f2206bdf6df34443c0238757c35bb3f +size 1107209 diff --git a/results/kairos/Port_Activity/W/short/config.json b/results/kairos/Port_Activity/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7f85d45a9729da691eae2554255ca2214d853232 --- /dev/null +++ b/results/kairos/Port_Activity/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Port_Activity/W/short", + "num_series": 99, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Port_Activity/W/short/metrics.npz b/results/kairos/Port_Activity/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..89a809fa4e7ec3d211cd27390e4aa4fd5f1b156f --- /dev/null +++ b/results/kairos/Port_Activity/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37783319746d8ebfcf2b7cfd470c81ad11ab311e032051ff18f700176b976028 +size 47813 diff --git a/results/kairos/Port_Activity/W/short/predictions.npz b/results/kairos/Port_Activity/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4a3a29895cc78ff78e60216bc932c1c0cf264136 --- /dev/null +++ b/results/kairos/Port_Activity/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:806e33554cb0abf6fe2785b9750f8efb92d171a4d7662a067d4e33bc99eacfe7 +size 154899 diff --git a/results/kairos/SG_Carpark/15T/long/config.json b/results/kairos/SG_Carpark/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..74c09b2df3d5891b6e85bd5ec45e98e9f501014f --- /dev/null +++ b/results/kairos/SG_Carpark/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/long", + "num_series": 354, + "num_windows": 1, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/SG_Carpark/15T/long/metrics.npz b/results/kairos/SG_Carpark/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ee340fb9b76d374741488cd2d4e74e8c74d69389 --- /dev/null +++ b/results/kairos/SG_Carpark/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd0dd6c0eae5da463c982d6731f00577a63a8c8576e88392d0ecef064a84f0d6 +size 22705 diff --git a/results/kairos/SG_Carpark/15T/long/predictions.npz b/results/kairos/SG_Carpark/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e3ba80a1df426cfb661fc155855c2c282ca77d63 --- /dev/null +++ b/results/kairos/SG_Carpark/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a5c3520921f9303074a07677b96e499c6171b847d6bb074bf19516cf80a2054 +size 2772503 diff --git a/results/kairos/SG_Carpark/15T/medium/config.json b/results/kairos/SG_Carpark/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..452e0abc548fd36fb92c235e979fe6398a50d63c --- /dev/null +++ b/results/kairos/SG_Carpark/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/medium", + "num_series": 354, + "num_windows": 7, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/SG_Carpark/15T/medium/metrics.npz b/results/kairos/SG_Carpark/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..63e740b90b06e47400a368f34c491a8f99866268 --- /dev/null +++ b/results/kairos/SG_Carpark/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdf69bdee42f0965893cd298c5155ffcf066755b80b3da02099bc3f9ffb87932 +size 145190 diff --git a/results/kairos/SG_Carpark/15T/medium/predictions.npz b/results/kairos/SG_Carpark/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..36bc094832b7352a05ade610ccc91c952a5ccc70 --- /dev/null +++ b/results/kairos/SG_Carpark/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d22ff29405c097d5b530e12d7b9452829b9b71cc921de405659155ee50403a4c +size 2820543 diff --git a/results/kairos/SG_Carpark/15T/short/config.json b/results/kairos/SG_Carpark/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6909ed1e68c6262e474b024534a4c7d932e52860 --- /dev/null +++ b/results/kairos/SG_Carpark/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/short", + "num_series": 354, + "num_windows": 42, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/SG_Carpark/15T/short/metrics.npz b/results/kairos/SG_Carpark/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5d9b9d581852cbfaf8a7ee6a184f538e6f07b80f --- /dev/null +++ b/results/kairos/SG_Carpark/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c6159f281638ddab2054f9a6084d5ae544888ae731dea2df869beb082bb0a96 +size 840681 diff --git a/results/kairos/SG_Carpark/15T/short/predictions.npz b/results/kairos/SG_Carpark/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9a0001d487560ca05e0d89bcb3527b8da57f80e2 --- /dev/null +++ b/results/kairos/SG_Carpark/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d488701b0c45fd9b97e1cbc9b1ad1889c6023493f44a73a473e4451adec776b8 +size 2828328 diff --git a/results/kairos/SG_PM25/H/long/config.json b/results/kairos/SG_PM25/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..36206dfcfbd2de88c5c81467514f5909959ca974 --- /dev/null +++ b/results/kairos/SG_PM25/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/long", + "num_series": 1, + "num_windows": 13, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/SG_PM25/H/long/metrics.npz b/results/kairos/SG_PM25/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ab9f424158b40061dc47027397ab9f98ea569af5 --- /dev/null +++ b/results/kairos/SG_PM25/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5ef82813690851dd7a64e9b02471dcb227e7b450c53c59c56adb2997ccaeb56 +size 5739 diff --git a/results/kairos/SG_PM25/H/long/predictions.npz b/results/kairos/SG_PM25/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6591acee17cecb3c671c9d08ff1f29c464d582a4 --- /dev/null +++ b/results/kairos/SG_PM25/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d752a44a70877cdac3a02357cd17f4db6805863307cfa0a33cb50af8fc62a0c +size 150219 diff --git a/results/kairos/SG_PM25/H/medium/config.json b/results/kairos/SG_PM25/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6ddcb32188448ff390b26374486d80b7fffa6b96 --- /dev/null +++ b/results/kairos/SG_PM25/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/medium", + "num_series": 1, + "num_windows": 30, + "num_variates": 5, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/SG_PM25/H/medium/metrics.npz b/results/kairos/SG_PM25/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..75fafdf641a24987dfe30270d60081a4c27b8f22 --- /dev/null +++ b/results/kairos/SG_PM25/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73fca49c80e42ad4ad37f7d2d13aebb1b8326d93dd2dbd009c4f1b72596c0b62 +size 10660 diff --git a/results/kairos/SG_PM25/H/medium/predictions.npz b/results/kairos/SG_PM25/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..45ffeafbf1dd15f0609f2b9426bc049911154712 --- /dev/null +++ b/results/kairos/SG_PM25/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f236ce5762f4a1b197e53aed988e0ae673205c2d5d9932658dba00c9a04b8f73 +size 153345 diff --git a/results/kairos/SG_PM25/H/short/config.json b/results/kairos/SG_PM25/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9b2585c909dbdf1273be71db5d96f24bf6487640 --- /dev/null +++ b/results/kairos/SG_PM25/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/short", + "num_series": 1, + "num_windows": 92, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/SG_PM25/H/short/metrics.npz b/results/kairos/SG_PM25/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0e57b2e9ee2f02d0d11e29c31324ef25827070f4 --- /dev/null +++ b/results/kairos/SG_PM25/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cc901fbb5143fcdb792236eb92124632c2395d000fb8460579f27153083167a +size 28308 diff --git a/results/kairos/SG_PM25/H/short/predictions.npz b/results/kairos/SG_PM25/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..65321f470755b4632496acf10098bb190e707a53 --- /dev/null +++ b/results/kairos/SG_PM25/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33dbd7ce8055a41f404966962003f5954717be8773ffad3c450aa7470851790b +size 157995 diff --git a/results/kairos/SG_Weather/D/long/config.json b/results/kairos/SG_Weather/D/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..47d90c36e48ad7fb2e7dd80feeb0b35787cef5eb --- /dev/null +++ b/results/kairos/SG_Weather/D/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/long", + "num_series": 6, + "num_windows": 26, + "num_variates": 4, + "prediction_length": 14, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/SG_Weather/D/long/metrics.npz b/results/kairos/SG_Weather/D/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5418d1060678d3cff126baa5385a833aa445e6e8 --- /dev/null +++ b/results/kairos/SG_Weather/D/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49360360413c9d5ced5b572727950ffbed52cedbe855db14a981a10697a191ac +size 38021 diff --git a/results/kairos/SG_Weather/D/long/predictions.npz b/results/kairos/SG_Weather/D/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b1df4e9c17d6c21d6f13b604a1a3b68f8363af81 --- /dev/null +++ b/results/kairos/SG_Weather/D/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9fdd5e55cc302c23e0311445dc608c43e09b7953e1ca0ebd732bf13bf977a4aa +size 114252 diff --git a/results/kairos/SG_Weather/D/medium/config.json b/results/kairos/SG_Weather/D/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1a77f602c27027b643fddaeaeb039d8eb676cdf7 --- /dev/null +++ b/results/kairos/SG_Weather/D/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/medium", + "num_series": 6, + "num_windows": 52, + "num_variates": 4, + "prediction_length": 7, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/SG_Weather/D/medium/metrics.npz b/results/kairos/SG_Weather/D/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0d9ff83fbf46acc349c0dcd8bfacf6cdafac8955 --- /dev/null +++ b/results/kairos/SG_Weather/D/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1488b2857ebce221559dbc3c57be42744f941aff96c14d5a1e71a7b8c1ddfd93 +size 72517 diff --git a/results/kairos/SG_Weather/D/medium/predictions.npz b/results/kairos/SG_Weather/D/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..37dda55ea873f8cc91446b383aa1b12854bcbd9e --- /dev/null +++ b/results/kairos/SG_Weather/D/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8c6353d10f9d404218f87b30012b132ae08f80c6aa8a50f6b013e55409ed7e6 +size 120052 diff --git a/results/kairos/SG_Weather/D/short/config.json b/results/kairos/SG_Weather/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ac0167c7b5505b00435e07f5cbb9c83415b8a5d --- /dev/null +++ b/results/kairos/SG_Weather/D/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/short", + "num_series": 6, + "num_windows": 122, + "num_variates": 4, + "prediction_length": 3, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/SG_Weather/D/short/metrics.npz b/results/kairos/SG_Weather/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b277fd1efff4b57af3f680131656a2a56ef6f903 --- /dev/null +++ b/results/kairos/SG_Weather/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:871079371c169c67093fe4e31d5ac9ae0eff19bb06d9349e378e237d5357a613 +size 165943 diff --git a/results/kairos/SG_Weather/D/short/predictions.npz b/results/kairos/SG_Weather/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c6ec69cd9764fc4300a4d08e59a24fbecc9ffd30 --- /dev/null +++ b/results/kairos/SG_Weather/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0cfc3398be7ad770c2c2bb2b794b1db1ddaca1a60d30a2a501e217baa731df50 +size 129531 diff --git a/results/kairos/Smart_Manufacturing/H/long/config.json b/results/kairos/Smart_Manufacturing/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..231e41aee215789c3b6df96396e8c06524332ea3 --- /dev/null +++ b/results/kairos/Smart_Manufacturing/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/long", + "num_series": 34, + "num_windows": 1, + "num_variates": 5, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Smart_Manufacturing/H/long/metrics.npz b/results/kairos/Smart_Manufacturing/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1625a086ea25d6bef0a782b5f1a7e89bbe8f6862 --- /dev/null +++ b/results/kairos/Smart_Manufacturing/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:702301715227e49e092c054ce52dbaf5aba381d57057f560304160bf5b076dba +size 12140 diff --git a/results/kairos/Smart_Manufacturing/H/long/predictions.npz b/results/kairos/Smart_Manufacturing/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..96aa0c85ac7ed8f48366498205b629ddd7795c61 --- /dev/null +++ b/results/kairos/Smart_Manufacturing/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49fb55a0a20e6c82e56195b5ad95fe358838a84e59158c64a5377b262725fb0b +size 605332 diff --git a/results/kairos/Smart_Manufacturing/H/medium/config.json b/results/kairos/Smart_Manufacturing/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..56baef1618576ddd8a314c834792f05c1cc37e10 --- /dev/null +++ b/results/kairos/Smart_Manufacturing/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/medium", + "num_series": 34, + "num_windows": 2, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Smart_Manufacturing/H/medium/metrics.npz b/results/kairos/Smart_Manufacturing/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ffc5be1e479256ca3dc3bb0bd4afec8fd6b7d7df --- /dev/null +++ b/results/kairos/Smart_Manufacturing/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:049ac942d957391912366137d0ad50af3af7262f6ec045004aba3e169776d5fd +size 22260 diff --git a/results/kairos/Smart_Manufacturing/H/medium/predictions.npz b/results/kairos/Smart_Manufacturing/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..113e27bd30fa6dabbf19543650d8318ad595da94 --- /dev/null +++ b/results/kairos/Smart_Manufacturing/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44f44a0c73d4faf68e6a8f2d42475c8abde62070bd941995ef7c15d0de2f07d5 +size 644698 diff --git a/results/kairos/Smart_Manufacturing/H/short/config.json b/results/kairos/Smart_Manufacturing/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b963b9a24439b5129cdd7869559b02ce6465df4f --- /dev/null +++ b/results/kairos/Smart_Manufacturing/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/short", + "num_series": 34, + "num_windows": 14, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Smart_Manufacturing/H/short/metrics.npz b/results/kairos/Smart_Manufacturing/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a8d2db35e021426dc9322dfde3a059a0f0587f9e --- /dev/null +++ b/results/kairos/Smart_Manufacturing/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb9b34b8b1d73c7a1cb1589920b7c8f12c154f1db982440aec9da27060cf1d21 +size 140840 diff --git a/results/kairos/Smart_Manufacturing/H/short/predictions.npz b/results/kairos/Smart_Manufacturing/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..947d8de908429ead5b81e8afb08b976dfc774e42 --- /dev/null +++ b/results/kairos/Smart_Manufacturing/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19e5f87efd64628515a373a0b5fcae592b84ee215ab8d77b65f4b028f63a9319 +size 714177 diff --git a/results/kairos/Supply_Chain_Customer/D/short/config.json b/results/kairos/Supply_Chain_Customer/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..59fbb12f2190c4bc6172eebf852e1051c298b065 --- /dev/null +++ b/results/kairos/Supply_Chain_Customer/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Supply_Chain_Customer/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 36, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Supply_Chain_Customer/D/short/metrics.npz b/results/kairos/Supply_Chain_Customer/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..17243678dfdaf868b9a858c721db865c3a982823 --- /dev/null +++ b/results/kairos/Supply_Chain_Customer/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c6bdb9d53b49bbf6ba6edaa69a2794f27a31cfc0b4f173a46e70a3af8a004d2 +size 27069 diff --git a/results/kairos/Supply_Chain_Customer/D/short/predictions.npz b/results/kairos/Supply_Chain_Customer/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c5c9de58681ca625305c5d1755a03368c06886ed --- /dev/null +++ b/results/kairos/Supply_Chain_Customer/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a59d3d03bd13d8b38665dffe8f7f8f0a9dd4bcba53036d561d6e578c0adef38a +size 216889 diff --git a/results/kairos/Supply_Chain_Location/D/short/config.json b/results/kairos/Supply_Chain_Location/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..aa3798e6fbcba86ba4b21b8943a924864eb404a1 --- /dev/null +++ b/results/kairos/Supply_Chain_Location/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Supply_Chain_Location/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 51, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Supply_Chain_Location/D/short/metrics.npz b/results/kairos/Supply_Chain_Location/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4584299bf7677099c170f2f4b153ea67bc1de70f --- /dev/null +++ b/results/kairos/Supply_Chain_Location/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8cfa52fa7b4ba63b2114944fc6f0ebd2505ff35c1ea4147e8726dd4de3604a52 +size 37439 diff --git a/results/kairos/Supply_Chain_Location/D/short/predictions.npz b/results/kairos/Supply_Chain_Location/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..99e9776d473f245520fdd42cf5faf73e32a251f6 --- /dev/null +++ b/results/kairos/Supply_Chain_Location/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a2513a2125d038454fc24bf410b708cd8f2d303bd50e48552a2c172fef1085e +size 304141 diff --git a/results/kairos/US_Labor/M/short/config.json b/results/kairos/US_Labor/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7e9a39a35d936ae65368dde6cde2adafce454082 --- /dev/null +++ b/results/kairos/US_Labor/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "US_Labor/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 14, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/US_Labor/M/short/metrics.npz b/results/kairos/US_Labor/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0ee614f7777b67e1082b548069fb7c2afd697078 --- /dev/null +++ b/results/kairos/US_Labor/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3cf781b70f9eae96927bd0ce437bc01a809d9deb40ae0794ae6d41d8980f9a9 +size 5952 diff --git a/results/kairos/US_Labor/M/short/predictions.npz b/results/kairos/US_Labor/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..72c36a76823bc0465c06edb0836ed98f3f568a1f --- /dev/null +++ b/results/kairos/US_Labor/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36b9cb21012d0f8fdf9875adde9dafa0db8b65c735d52b83393389e342014749 +size 11446 diff --git a/results/kairos/US_Term_Structure/B/short/config.json b/results/kairos/US_Term_Structure/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..70c7fbb4f5e329b579b4c2ac84e982caed0d853b --- /dev/null +++ b/results/kairos/US_Term_Structure/B/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "US_Term_Structure/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 40, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/US_Term_Structure/B/short/metrics.npz b/results/kairos/US_Term_Structure/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3a39bd208c96a2bd70e92a681e67a77ca46edbe1 --- /dev/null +++ b/results/kairos/US_Term_Structure/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb8976d5b035e1ecaf00caceacc60a95acef66eca7dd1384c81993aa896a7698 +size 82838 diff --git a/results/kairos/US_Term_Structure/B/short/predictions.npz b/results/kairos/US_Term_Structure/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f1bb79389736f1b9acda53de4a2a4b2f57d4d3e8 --- /dev/null +++ b/results/kairos/US_Term_Structure/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:802f011f323ec3c642a3253d9550608b6023efbf1c47a2a534eafdfe20dceec9 +size 365676 diff --git a/results/kairos/Uncertainty_1M/M/short/config.json b/results/kairos/Uncertainty_1M/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7917274b0bd64a09eaf3cfe90d63f01d76285961 --- /dev/null +++ b/results/kairos/Uncertainty_1M/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Uncertainty_1M/M/short", + "num_series": 1, + "num_windows": 7, + "num_variates": 3, + "prediction_length": 6, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Uncertainty_1M/M/short/metrics.npz b/results/kairos/Uncertainty_1M/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9669d95c7df38d6a5d38a663f2b4fa6e903c30af --- /dev/null +++ b/results/kairos/Uncertainty_1M/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b2028529fa90bc61e5640a1bde833b794d4eeaef82c6daf0a4cfeea29356734 +size 2835 diff --git a/results/kairos/Uncertainty_1M/M/short/predictions.npz b/results/kairos/Uncertainty_1M/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8f214790ca4424285872035abfc6d245a7de4868 --- /dev/null +++ b/results/kairos/Uncertainty_1M/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f206168008878a8458b3ba68d58299c4109e81ab057cb8e87719e80d64b7576 +size 2222 diff --git a/results/kairos/Vehicle_Sales/M/short/config.json b/results/kairos/Vehicle_Sales/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b6a6566be16421924341a1db392dbd7eb90159b4 --- /dev/null +++ b/results/kairos/Vehicle_Sales/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Vehicle_Sales/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 10, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Vehicle_Sales/M/short/metrics.npz b/results/kairos/Vehicle_Sales/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bb559cdca9d588e1e8d393bbf358eacfd3ed7ddd --- /dev/null +++ b/results/kairos/Vehicle_Sales/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7dd5836943de850bcb90a939a476b516748414b0e0ca771d4f69672431f1ce12 +size 4744 diff --git a/results/kairos/Vehicle_Sales/M/short/predictions.npz b/results/kairos/Vehicle_Sales/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..feae4740488086794ab1cf14967a05c78812a446 --- /dev/null +++ b/results/kairos/Vehicle_Sales/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df9208510b1b044ae171f2127e2c5bad7c0fa6d28463c7c0475f7524193974f0 +size 9294 diff --git a/results/kairos/Vehicle_Supply/M/short/config.json b/results/kairos/Vehicle_Supply/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1d0bf9889af36b8d8c8ff852ee17a1c7d689dd29 --- /dev/null +++ b/results/kairos/Vehicle_Supply/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Vehicle_Supply/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Vehicle_Supply/M/short/metrics.npz b/results/kairos/Vehicle_Supply/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3961bfa94fe8a8534caca5efda8c3d3e938865ee --- /dev/null +++ b/results/kairos/Vehicle_Supply/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df18499ac834cf19f41f565050f29eaa49dfd1d9b326ddbe0a18c6280200ecc3 +size 3446 diff --git a/results/kairos/Vehicle_Supply/M/short/predictions.npz b/results/kairos/Vehicle_Supply/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8bbccd1aafbdb76070ab107a5691cd06ca150059 --- /dev/null +++ b/results/kairos/Vehicle_Supply/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d320e5921b9072728d023a5200d91053e0ce402bd654ea951072ce92c403e2e +size 6058 diff --git a/results/kairos/WUI_Global/Q/short/config.json b/results/kairos/WUI_Global/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..730d07d94e0001bd6c285401e532da935c794dfb --- /dev/null +++ b/results/kairos/WUI_Global/Q/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "WUI_Global/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 15, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/WUI_Global/Q/short/metrics.npz b/results/kairos/WUI_Global/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..634f8b84acc66f87bcda6f8c8d56694e1e6fbd96 --- /dev/null +++ b/results/kairos/WUI_Global/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b0d7e565fe5180d6052d6afcda4ca4959aca35b82db1b336aac27c265092a32 +size 6257 diff --git a/results/kairos/WUI_Global/Q/short/predictions.npz b/results/kairos/WUI_Global/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..affde1760b3a66d93bb097cba936ecbe42a444e4 --- /dev/null +++ b/results/kairos/WUI_Global/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52494ad7ae8fce5a377057006516896c0c310437cdc0070101b691608eb51351 +size 5245 diff --git a/results/kairos/Water_Quality_Darwin/15T/long/config.json b/results/kairos/Water_Quality_Darwin/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8fe9e20627c1bbae94db2836351b8d4eaeace92c --- /dev/null +++ b/results/kairos/Water_Quality_Darwin/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/long", + "num_series": 7, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Water_Quality_Darwin/15T/long/metrics.npz b/results/kairos/Water_Quality_Darwin/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0d17b14d1831513365bc01f5ae8f0a0f28f2e516 --- /dev/null +++ b/results/kairos/Water_Quality_Darwin/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b75809856636b1ade12f331ad2eb14515f7162acaf930596426781c930112cdb +size 14221 diff --git a/results/kairos/Water_Quality_Darwin/15T/long/predictions.npz b/results/kairos/Water_Quality_Darwin/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8f8f803a06be14ee52e3297cd59aa6ddd7235823 --- /dev/null +++ b/results/kairos/Water_Quality_Darwin/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffa0bceca8c67015444833cb947d4345ce2bc82fbb0325b18fa09b1022e3f3bb +size 413958 diff --git a/results/kairos/Water_Quality_Darwin/15T/medium/config.json b/results/kairos/Water_Quality_Darwin/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d1ae9eea37357778062ad36ab369960ed33614fe --- /dev/null +++ b/results/kairos/Water_Quality_Darwin/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/medium", + "num_series": 7, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Water_Quality_Darwin/15T/medium/metrics.npz b/results/kairos/Water_Quality_Darwin/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d25de374a1c9d8ce830f6bfb2ee4cd85cddbb64f --- /dev/null +++ b/results/kairos/Water_Quality_Darwin/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16ccd8b600c60e6bdc7e7ee84eed54765608c9289111c73282852a282cf9168d +size 38044 diff --git a/results/kairos/Water_Quality_Darwin/15T/medium/predictions.npz b/results/kairos/Water_Quality_Darwin/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0d46adde0289f2862ba760f979566f3585c87fb9 --- /dev/null +++ b/results/kairos/Water_Quality_Darwin/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:370c59b20665b73cc59451f5b4d0e8676eb560d9f3a67e227da56e5ba5868528 +size 439921 diff --git a/results/kairos/Water_Quality_Darwin/15T/short/config.json b/results/kairos/Water_Quality_Darwin/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..74be81a1393c649e174134bc12dabb18a4e78f9a --- /dev/null +++ b/results/kairos/Water_Quality_Darwin/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/short", + "num_series": 7, + "num_windows": 90, + "num_variates": 6, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/Water_Quality_Darwin/15T/short/metrics.npz b/results/kairos/Water_Quality_Darwin/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..23ac00d9017c56e0b361a6acfa0080946fba4903 --- /dev/null +++ b/results/kairos/Water_Quality_Darwin/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:891e390ef51c3a0262f0d8a36a1f791ed0071fd1368809744853229fc11041dc +size 214995 diff --git a/results/kairos/Water_Quality_Darwin/15T/short/predictions.npz b/results/kairos/Water_Quality_Darwin/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3ad785721797c47b860e288341c82c0a0b11fbd5 --- /dev/null +++ b/results/kairos/Water_Quality_Darwin/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60974ac1498c2f71e7d49e89e87cf86e331bb91bc8bdfcf1dc394b21d6ad079d +size 483530 diff --git a/results/kairos/azure2019_D/5T/short/config.json b/results/kairos/azure2019_D/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0e95a8041b9421d817893d26b99bf3a86d3f219b --- /dev/null +++ b/results/kairos/azure2019_D/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_D/5T/short", + "num_series": 989, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/azure2019_D/5T/short/metrics.npz b/results/kairos/azure2019_D/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0f33d815c7f818f50d92648f93cde312a332844f --- /dev/null +++ b/results/kairos/azure2019_D/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf88c59dcc870ad722b24840b14401415230b0c771375cd9f9b73152b2e94d62 +size 523147 diff --git a/results/kairos/azure2019_D/5T/short/predictions.npz b/results/kairos/azure2019_D/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3a00bdcb2006194c8006ced2f2c022dc66ebfa0f --- /dev/null +++ b/results/kairos/azure2019_D/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b731f8250555aa69d630b9a0318f852d58861db6e17d42b1514d7778409a9e2a +size 30349524 diff --git a/results/kairos/azure2019_I/5T/short/config.json b/results/kairos/azure2019_I/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..68e1a7e165c1a7a3fbc0297a157d8b5019e08599 --- /dev/null +++ b/results/kairos/azure2019_I/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_I/5T/short", + "num_series": 492, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/azure2019_I/5T/short/metrics.npz b/results/kairos/azure2019_I/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fb6988194b41e6cfbfa3da67cced9ad30dec9321 --- /dev/null +++ b/results/kairos/azure2019_I/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa4be43a973b361a1fa155d87fd9f10236a069ba2206a8dacf8f5c9e4e642361 +size 261261 diff --git a/results/kairos/azure2019_I/5T/short/predictions.npz b/results/kairos/azure2019_I/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..942cf5eeba7e389cc9dea8ff86a1ff351d972700 --- /dev/null +++ b/results/kairos/azure2019_I/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:542dcfd9a4172e337f8d3aec81666b5792684bee5a653a9e99faadd7e7057686 +size 15010087 diff --git a/results/kairos/azure2019_U/5T/short/config.json b/results/kairos/azure2019_U/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1fb704a49fd08ddeec2faed91b4b90a52781d27f --- /dev/null +++ b/results/kairos/azure2019_U/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_U/5T/short", + "num_series": 78, + "num_windows": 6, + "num_variates": 3, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/azure2019_U/5T/short/metrics.npz b/results/kairos/azure2019_U/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..73cd1336b42ca9bcb4df4c1ce645d13a2e8e0d6f --- /dev/null +++ b/results/kairos/azure2019_U/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69b9e091703a109896a3fb904946ea53998e24a2fcb5297c9725ec811ad88fdc +size 83505 diff --git a/results/kairos/azure2019_U/5T/short/predictions.npz b/results/kairos/azure2019_U/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d2b899c942e489e965257cf995b83bb72e3147dc --- /dev/null +++ b/results/kairos/azure2019_U/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3947424ba269b07992172d3971df606ba97766f114b82a39404f323c758a55ef +size 897696 diff --git a/results/kairos/current_velocity/10T/long/config.json b/results/kairos/current_velocity/10T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..239b4122624df44ac57069c791610268474e0b3b --- /dev/null +++ b/results/kairos/current_velocity/10T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/long", + "num_series": 10, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 432, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/10T/long/metrics.npz b/results/kairos/current_velocity/10T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5cb600b1ca7c77443572a3e22c6cc9b26b8eea8f --- /dev/null +++ b/results/kairos/current_velocity/10T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d22482d1d193d39ee4f5c62b3af5ffe526dbf2dfc2a997076c17cf7b8328d77 +size 19770 diff --git a/results/kairos/current_velocity/10T/long/predictions.npz b/results/kairos/current_velocity/10T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1aef1b091fcd0863f2141267184c3142ada1da71 --- /dev/null +++ b/results/kairos/current_velocity/10T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9a4483fbf3b74312eb2ca3ad739e6adfcecf49a8e1a771ff574c646995df4fc +size 1430880 diff --git a/results/kairos/current_velocity/10T/medium/config.json b/results/kairos/current_velocity/10T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3b2618eefebef90166c06fc35f29eb7342701643 --- /dev/null +++ b/results/kairos/current_velocity/10T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/medium", + "num_series": 10, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/10T/medium/metrics.npz b/results/kairos/current_velocity/10T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9b777c7a9392b052f15afcacde6fb2e366b6a8ef --- /dev/null +++ b/results/kairos/current_velocity/10T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad3c69e2f537a4b297904bba80e12a0367c73b7c70b9f19d3bcecbc4c800686d +size 54654 diff --git a/results/kairos/current_velocity/10T/medium/predictions.npz b/results/kairos/current_velocity/10T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..63ba2a8419268628c743ea615b7aa0c6bb0859c4 --- /dev/null +++ b/results/kairos/current_velocity/10T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:109085c851f2a10d9732448ec5191bdf7bbdcdd1c7ceb7d070f8206907258130 +size 1515928 diff --git a/results/kairos/current_velocity/10T/short/config.json b/results/kairos/current_velocity/10T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5534105ef93d142f6cc5a4b2ed14b20f32abeae4 --- /dev/null +++ b/results/kairos/current_velocity/10T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/short", + "num_series": 10, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 18, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/10T/short/metrics.npz b/results/kairos/current_velocity/10T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..02922f107c10ce523ba5b6001f7c652426ce8367 --- /dev/null +++ b/results/kairos/current_velocity/10T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2533c52f6ea108a482d3cc710006b878ef9c446fca643284e6b5d495b9141277 +size 417295 diff --git a/results/kairos/current_velocity/10T/short/predictions.npz b/results/kairos/current_velocity/10T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a4398c8623201f81db0d06cf9cc1057e1a2bbd97 --- /dev/null +++ b/results/kairos/current_velocity/10T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:807ee6344d803dcb311ebaffaf5bee6aa3205a3d8d49e63852aa967c1b8da5e7 +size 1592670 diff --git a/results/kairos/current_velocity/15T/long/config.json b/results/kairos/current_velocity/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5f3f1291cb9e88609df7a5473cad1aed9d9953b4 --- /dev/null +++ b/results/kairos/current_velocity/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/15T/long/metrics.npz b/results/kairos/current_velocity/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0db7a69ce7e6c330a775bf27eca2e4fb45c0e1ba --- /dev/null +++ b/results/kairos/current_velocity/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8009e5eb4b7d944f36d2fbc4d56217a9da6edbd02d4de85da49043a7c691daa7 +size 10857 diff --git a/results/kairos/current_velocity/15T/long/predictions.npz b/results/kairos/current_velocity/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fd4a5099a0a212150cb4b878b7d147686ba898de --- /dev/null +++ b/results/kairos/current_velocity/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d7372c857738ef65405a055f76b00f3bef67ad71465ae4244c348cb8a08bfe2 +size 469714 diff --git a/results/kairos/current_velocity/15T/medium/config.json b/results/kairos/current_velocity/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d50f298b10d1981f85ae61eb7d9113a788576d22 --- /dev/null +++ b/results/kairos/current_velocity/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/15T/medium/metrics.npz b/results/kairos/current_velocity/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b8b1970b427ae582d09b54dfae390bce89a83cdd --- /dev/null +++ b/results/kairos/current_velocity/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0665c49a4a0a9785470dd66bfd7bd98e372a3f760cb303333a2cc24b4fd8634f +size 28293 diff --git a/results/kairos/current_velocity/15T/medium/predictions.npz b/results/kairos/current_velocity/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ca57a1145be06d501f2b4715c4f701371fa6cc55 --- /dev/null +++ b/results/kairos/current_velocity/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d85bccee0a092508ed42fd80b360543f7beaeb44f275e2dc6e989dd3eb41448a +size 486389 diff --git a/results/kairos/current_velocity/15T/short/config.json b/results/kairos/current_velocity/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a549d75d2da0da4dafd938ccd91a04b23314b897 --- /dev/null +++ b/results/kairos/current_velocity/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/15T/short/metrics.npz b/results/kairos/current_velocity/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..51bf9d342e5199bb92337a8b0cd2395026c75cb9 --- /dev/null +++ b/results/kairos/current_velocity/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff2167d78f4c916c7676195a763ae6836557dc2afbbdd9d37c34698ce5d86c84 +size 208843 diff --git a/results/kairos/current_velocity/15T/short/predictions.npz b/results/kairos/current_velocity/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d931a8b2c90228b5553bed6c66ef3c5319b2e1e8 --- /dev/null +++ b/results/kairos/current_velocity/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6ec2b28fab34102b4f13abd8caf5a76e6a4435b1c4e7f7dabddf06549d0d1f8 +size 517795 diff --git a/results/kairos/current_velocity/20T/long/config.json b/results/kairos/current_velocity/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7b77f61e6acddc92ae37a8581c91889c4f65070e --- /dev/null +++ b/results/kairos/current_velocity/20T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/long", + "num_series": 27, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/20T/long/metrics.npz b/results/kairos/current_velocity/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..388979fe544de4a8967e5f497718e46257c90543 --- /dev/null +++ b/results/kairos/current_velocity/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0c2c295526c77e589814b0c1a4f8787df88207015dccf8b8ee5dd69ec3e305c +size 49649 diff --git a/results/kairos/current_velocity/20T/long/predictions.npz b/results/kairos/current_velocity/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9a1fc6ad49e1efc981469d6344b97536f99f5524 --- /dev/null +++ b/results/kairos/current_velocity/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78a64695589e607471695a79142c7aba0103519cfd84ae7d578e7dd587de333d +size 1970653 diff --git a/results/kairos/current_velocity/20T/medium/config.json b/results/kairos/current_velocity/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2efdf9bf1b3801ae268e6ec99cedbdc6d539d577 --- /dev/null +++ b/results/kairos/current_velocity/20T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/medium", + "num_series": 27, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/20T/medium/metrics.npz b/results/kairos/current_velocity/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cc525bf2c8f769fab36419a7d69d6ca7f63213ac --- /dev/null +++ b/results/kairos/current_velocity/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:beb3bf119b628b3c22a00d6d034bf944885dd7d515e7a5577a799ad47e90f395 +size 143716 diff --git a/results/kairos/current_velocity/20T/medium/predictions.npz b/results/kairos/current_velocity/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7f4fdb7041a4cb0425ad93b883079bb33405e73a --- /dev/null +++ b/results/kairos/current_velocity/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18ed13690d4c542ee26ee85f22e5664ac3337ba6ee6da0df45eb96f03fd35d87 +size 2057068 diff --git a/results/kairos/current_velocity/20T/short/config.json b/results/kairos/current_velocity/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b1136297274f77c9891bd82c67f5da58db74d685 --- /dev/null +++ b/results/kairos/current_velocity/20T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/short", + "num_series": 27, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/20T/short/metrics.npz b/results/kairos/current_velocity/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9550acfcdc6a63d04fdf2011e482531695928453 --- /dev/null +++ b/results/kairos/current_velocity/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a137261e4d1605d3e4671ef9961fe20ba01afdc8e603ea476da3b24a0b6d85b +size 1115080 diff --git a/results/kairos/current_velocity/20T/short/predictions.npz b/results/kairos/current_velocity/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3b13612c266c390b6a2fd1b304730eb1d2a6c28b --- /dev/null +++ b/results/kairos/current_velocity/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:29607d0ecc8fabb12916a1fa396d0db48b2d77208448d757cc6674752b11cdbc +size 2217057 diff --git a/results/kairos/current_velocity/5T/long/config.json b/results/kairos/current_velocity/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9d62bb4f2d2c96147d12884d78058cdfa6fe9ea9 --- /dev/null +++ b/results/kairos/current_velocity/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/5T/long/metrics.npz b/results/kairos/current_velocity/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b59ec9ef8e39181186b161f6760286541959e75c --- /dev/null +++ b/results/kairos/current_velocity/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb2ea39211dcd554dc24176e3ac9b4b4d938e979b968a7efa82e3cb4cdbff6db +size 3498 diff --git a/results/kairos/current_velocity/5T/long/predictions.npz b/results/kairos/current_velocity/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..da61c8656d083fe0dce3a1e089266f99e9a59973 --- /dev/null +++ b/results/kairos/current_velocity/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ac8c52164fb182afd5d89d00ce1ec212a8eca3a0ed8d3cc9d1d9595df3ede3c +size 206211 diff --git a/results/kairos/current_velocity/5T/medium/config.json b/results/kairos/current_velocity/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7b77f359a7c9ea901351f358c88203fe1772bd26 --- /dev/null +++ b/results/kairos/current_velocity/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/5T/medium/metrics.npz b/results/kairos/current_velocity/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ff7339ab162632b86d014de6e2a92521e3410eb3 --- /dev/null +++ b/results/kairos/current_velocity/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a6a4a68632ef4a9c1e88281774f3953800ea1c09c3243486b74de8e463d57b6 +size 7281 diff --git a/results/kairos/current_velocity/5T/medium/predictions.npz b/results/kairos/current_velocity/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6a54a1c40d2278ad91255a19a7535b2bc18c1bba --- /dev/null +++ b/results/kairos/current_velocity/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b68efc7597bd706a86da96bdb5c109904aabc6a5b1062d4fa2279a067daa1a74 +size 235167 diff --git a/results/kairos/current_velocity/5T/short/config.json b/results/kairos/current_velocity/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c61239133fead273a131bf46bfe299b6edfefa17 --- /dev/null +++ b/results/kairos/current_velocity/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/5T/short/metrics.npz b/results/kairos/current_velocity/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..caee9d4af56ec4c900186b1442ed2e2640586154 --- /dev/null +++ b/results/kairos/current_velocity/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18b9a523d04ce2f179c21e4fd4ade86c2d429e1943ebe3d67dc73913020924aa +size 43363 diff --git a/results/kairos/current_velocity/5T/short/predictions.npz b/results/kairos/current_velocity/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f6583d2896532e78528f7b3b8efd1dd709e0e70a --- /dev/null +++ b/results/kairos/current_velocity/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c173ee4556524c2693b71da0a2842af829d0e51360a7506a75d91dcd79b552fe +size 261174 diff --git a/results/kairos/current_velocity/H/long/config.json b/results/kairos/current_velocity/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b807458161149faa6e541614ae0266345d035019 --- /dev/null +++ b/results/kairos/current_velocity/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/long", + "num_series": 21, + "num_windows": 2, + "num_variates": 6, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/H/long/metrics.npz b/results/kairos/current_velocity/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a8e58caed260b35ce964af90fe38cb0cf93b5567 --- /dev/null +++ b/results/kairos/current_velocity/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7c2fe0a41f70f34484c4f0bf84f743df85de3050b5e4231c4f8d653a2684c4a +size 16943 diff --git a/results/kairos/current_velocity/H/long/predictions.npz b/results/kairos/current_velocity/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8712a97b9b02bb7b9738b8afcb2b64a15ed4186d --- /dev/null +++ b/results/kairos/current_velocity/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7d931d50f80d5d6dc29eaf6c25ce6eae64ffa6469d58f6ed0a35cce99f88534 +size 1039038 diff --git a/results/kairos/current_velocity/H/medium/config.json b/results/kairos/current_velocity/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..132852643cbf5af893fefaac70a864727e4c343c --- /dev/null +++ b/results/kairos/current_velocity/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/medium", + "num_series": 21, + "num_windows": 4, + "num_variates": 6, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/H/medium/metrics.npz b/results/kairos/current_velocity/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e9be113f2b744a59fdb4e3f25bfd43b25b35454d --- /dev/null +++ b/results/kairos/current_velocity/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0af58390aea8d6b1440ac105497af5fa66e1ba51c783680c97f0d6bb49822a36 +size 31714 diff --git a/results/kairos/current_velocity/H/medium/predictions.npz b/results/kairos/current_velocity/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..db7c10fb6a195a2762fbb1a6a36376af17b22139 --- /dev/null +++ b/results/kairos/current_velocity/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2dfa8ae6260fc2ceb4fb8c300303940292f5cd259b47ca97d9acac3493aac045 +size 1081810 diff --git a/results/kairos/current_velocity/H/short/config.json b/results/kairos/current_velocity/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0b7015421d29e1b232b8e4e8c9776d7f9b1bb41d --- /dev/null +++ b/results/kairos/current_velocity/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/short", + "num_series": 21, + "num_windows": 28, + "num_variates": 6, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/current_velocity/H/short/metrics.npz b/results/kairos/current_velocity/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..38aaf52f6f840416b9fe7ce6c3b1783a8bdf5f6d --- /dev/null +++ b/results/kairos/current_velocity/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5e002792a93bc19cf34dde3c47b4733ca6e839b842c6d51d51aa73116c62c76 +size 206341 diff --git a/results/kairos/current_velocity/H/short/predictions.npz b/results/kairos/current_velocity/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0e08f00106f6a051cc2d0e92897b72863055533e --- /dev/null +++ b/results/kairos/current_velocity/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:587425d6b92cae92820ec4af09a4c03fa36f8b9c6338e974e4b2425c4e7c1964 +size 1127632 diff --git a/results/kairos/epf_electricity_price/H/long/config.json b/results/kairos/epf_electricity_price/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1f11efeaf2efe3e7734723891bebcc208ed36cd4 --- /dev/null +++ b/results/kairos/epf_electricity_price/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/long", + "num_series": 5, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/epf_electricity_price/H/long/metrics.npz b/results/kairos/epf_electricity_price/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..213d8f7d5f97d252ae4e46dbf32662911c4f4f91 --- /dev/null +++ b/results/kairos/epf_electricity_price/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20c7da8388cf8ae8b91e9c8e88c6541e0d352c5cda97d49905f05a3ff99c3afa +size 6345 diff --git a/results/kairos/epf_electricity_price/H/long/predictions.npz b/results/kairos/epf_electricity_price/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..792b6e39387face1dfc431901821384dc78370d6 --- /dev/null +++ b/results/kairos/epf_electricity_price/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47c23630381698ec726eb92ec6a31c3916ca3fe040aad0c1c80c8887aa05b856 +size 176477 diff --git a/results/kairos/epf_electricity_price/H/medium/config.json b/results/kairos/epf_electricity_price/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2da0529612acd47ed0fe34d7e52294e32e102d44 --- /dev/null +++ b/results/kairos/epf_electricity_price/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/medium", + "num_series": 5, + "num_windows": 35, + "num_variates": 1, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/epf_electricity_price/H/medium/metrics.npz b/results/kairos/epf_electricity_price/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bb17075a286f42ecd5014581779a6bc6a225bbb9 --- /dev/null +++ b/results/kairos/epf_electricity_price/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aedb1b24826eda05a74d2864bd710ae29d2648ff31c4b9fc9e6bfe4359fbb5ea +size 12161 diff --git a/results/kairos/epf_electricity_price/H/medium/predictions.npz b/results/kairos/epf_electricity_price/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c1e10478401d4cf7ae7a8112c000bc74fdfb88c2 --- /dev/null +++ b/results/kairos/epf_electricity_price/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:926b0bd9feaa04978ba36a426de77bd83a82a6d530e8f3c4217e69427a038481 +size 177252 diff --git a/results/kairos/epf_electricity_price/H/short/config.json b/results/kairos/epf_electricity_price/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4a896094d23e602d8d02f4168b603cf830a339a7 --- /dev/null +++ b/results/kairos/epf_electricity_price/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/short", + "num_series": 5, + "num_windows": 105, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2048, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "mldi-lab/Kairos_23m" +} \ No newline at end of file diff --git a/results/kairos/epf_electricity_price/H/short/metrics.npz b/results/kairos/epf_electricity_price/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..64fca7eacc0f9c90eb04422f5f0422e99cf7bef3 --- /dev/null +++ b/results/kairos/epf_electricity_price/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78c677c6ddddaa1ffe884c5a18de39d26a07e15ba266d6e0a6a93b5a94ae505b +size 32230 diff --git a/results/kairos/epf_electricity_price/H/short/predictions.npz b/results/kairos/epf_electricity_price/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..57d087cae0745e4133b27ccff55d27cca1fe3755 --- /dev/null +++ b/results/kairos/epf_electricity_price/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8465d4ff7a6ee7af9650098626c167b0a8b302b9ff340850e8934bda6ff6aed2 +size 177586 diff --git a/results/moirai2/Australia_Solar/H/long/config.json b/results/moirai2/Australia_Solar/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f5e8d38d2888fac125824e9394f9cd2228a8b74e --- /dev/null +++ b/results/moirai2/Australia_Solar/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Australia_Solar/H/long", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Australia_Solar/H/long/metrics.npz b/results/moirai2/Australia_Solar/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..614f8487223a2264db94c41f5e6d574357f07782 --- /dev/null +++ b/results/moirai2/Australia_Solar/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66759aea71358aeeb4f5650dcd0abf19e9c8f13dfbbe92a4a435f972e600f1f1 +size 4534 diff --git a/results/moirai2/Australia_Solar/H/long/predictions.npz b/results/moirai2/Australia_Solar/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f3e94fe42d54ce0819ca5da47b31a3984798b05f --- /dev/null +++ b/results/moirai2/Australia_Solar/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9be214aec06a3e2f5a418fbdc6fd9a2f2be02442ed41188bceff76bf96b3cd5 +size 123822 diff --git a/results/moirai2/Australia_Solar/H/medium/config.json b/results/moirai2/Australia_Solar/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2d10159136b9a23056bbd61a630895ca35a997b6 --- /dev/null +++ b/results/moirai2/Australia_Solar/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Australia_Solar/H/medium", + "num_series": 1, + "num_windows": 35, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Australia_Solar/H/medium/metrics.npz b/results/moirai2/Australia_Solar/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2b40a831431d2615e78f088d82e8fc490ebef886 --- /dev/null +++ b/results/moirai2/Australia_Solar/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:176686959cdffb574f6e459294644da80e84ebd2a6b650b4c6d4d828129585f3 +size 8363 diff --git a/results/moirai2/Australia_Solar/H/medium/predictions.npz b/results/moirai2/Australia_Solar/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ba734c1aab7273be85a6e8652e6c2a83a39e9169 --- /dev/null +++ b/results/moirai2/Australia_Solar/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22c5f67c4a1d108851362e1bf1926100184fe7d34916a1a75092ebb63a2c0fa8 +size 124214 diff --git a/results/moirai2/Australia_Solar/H/short/config.json b/results/moirai2/Australia_Solar/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c83101cbd2ecbe29868e8349f3915b5f53c24712 --- /dev/null +++ b/results/moirai2/Australia_Solar/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Australia_Solar/H/short", + "num_series": 1, + "num_windows": 105, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Australia_Solar/H/short/metrics.npz b/results/moirai2/Australia_Solar/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6f88b94b00170dcc676ab90d7b948da709377296 --- /dev/null +++ b/results/moirai2/Australia_Solar/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2ea615fd7b45752c9d42af911c64864fa6904def353456e356d36bee490142a +size 20765 diff --git a/results/moirai2/Australia_Solar/H/short/predictions.npz b/results/moirai2/Australia_Solar/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..02d41fff6aa317814baf6a84d92ae45f54dadec3 --- /dev/null +++ b/results/moirai2/Australia_Solar/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82d98a4b414f8c73e6916ab7dbd382dfc7b84a1a7812f18b352d8c25bd18737a +size 124155 diff --git a/results/moirai2/Auto_Production_SF/M/short/config.json b/results/moirai2/Auto_Production_SF/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7f07cf8945c39e9ce446a2eeeec3383e98d35706 --- /dev/null +++ b/results/moirai2/Auto_Production_SF/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Auto_Production_SF/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Auto_Production_SF/M/short/metrics.npz b/results/moirai2/Auto_Production_SF/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..81e0ad5a2db970663c308d9e2bc21baf78181a02 --- /dev/null +++ b/results/moirai2/Auto_Production_SF/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5836d76656881189a3fa3c9c132abf431b28e724403a412d66a6db444fac065 +size 1826 diff --git a/results/moirai2/Auto_Production_SF/M/short/predictions.npz b/results/moirai2/Auto_Production_SF/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..79215451ce35136d37b272b6287c110b6b0ef766 --- /dev/null +++ b/results/moirai2/Auto_Production_SF/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3826c01749c400ce57f9fee77811fdc243f2c026505b9332ec4c1953f8ec0f8b +size 1325 diff --git a/results/moirai2/CPHL/15T/long/config.json b/results/moirai2/CPHL/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c417841fcc9dd598e1c1a9e81967af750e5b8414 --- /dev/null +++ b/results/moirai2/CPHL/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/15T/long", + "num_series": 2, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/CPHL/15T/long/metrics.npz b/results/moirai2/CPHL/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..23d892c67903e680ded17be19511fac4356ac93b --- /dev/null +++ b/results/moirai2/CPHL/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:913e6c82775397db0d011359973e0b31b0972b885a81e2b9e6b46856a2b2e132 +size 2172 diff --git a/results/moirai2/CPHL/15T/long/predictions.npz b/results/moirai2/CPHL/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..450a2511b27959a6be1b39607609bccaabd864f4 --- /dev/null +++ b/results/moirai2/CPHL/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19828971f9f5ed1cd79d8559602c3a0333078d7058f0797e69fa974883a3df67 +size 36297 diff --git a/results/moirai2/CPHL/15T/medium/config.json b/results/moirai2/CPHL/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c16df2539cba4893595da4d86b4595157ac8c185 --- /dev/null +++ b/results/moirai2/CPHL/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/15T/medium", + "num_series": 2, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/CPHL/15T/medium/metrics.npz b/results/moirai2/CPHL/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8dc6a9490d99ac9c1ee76aa47a5e40bd80d89eca --- /dev/null +++ b/results/moirai2/CPHL/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b5f7715b82cadafc8fdbb3ef37956224e4f2a9406b2d4efd0bb2b193fc8b3d8 +size 3463 diff --git a/results/moirai2/CPHL/15T/medium/predictions.npz b/results/moirai2/CPHL/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f801a79eaeb255e0ac4d07c982aee0449c5797af --- /dev/null +++ b/results/moirai2/CPHL/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0df8866cebd18e3229885c445f1e9f44880618407369c540219271f61c8c05a +size 38577 diff --git a/results/moirai2/CPHL/15T/short/config.json b/results/moirai2/CPHL/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9118c7095ebdb03104814102b11d16adfbc21e79 --- /dev/null +++ b/results/moirai2/CPHL/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/15T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/CPHL/15T/short/metrics.npz b/results/moirai2/CPHL/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd066ee9c183872db88f3a54fd4d46281514af10 --- /dev/null +++ b/results/moirai2/CPHL/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2123204203fc8595a0ae5007f5ba92f61426297b06eb3ca819ebdad276f006ca +size 15744 diff --git a/results/moirai2/CPHL/15T/short/predictions.npz b/results/moirai2/CPHL/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..09961aef0b9b1fa284cc443526f346066e207fd4 --- /dev/null +++ b/results/moirai2/CPHL/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f3e237f58160ec06cf1b87ac0b1239bede54dea6bb091bf00e9db2bf486d6d2 +size 40174 diff --git a/results/moirai2/CPHL/30T/long/config.json b/results/moirai2/CPHL/30T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fef04ffacfbd0c74871e5b72bcac9c748d5045b8 --- /dev/null +++ b/results/moirai2/CPHL/30T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/30T/long", + "num_series": 2, + "num_windows": 10, + "num_variates": 1, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/CPHL/30T/long/metrics.npz b/results/moirai2/CPHL/30T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6aa33e9a4eb963dd0721f9f83520c123ededadf4 --- /dev/null +++ b/results/moirai2/CPHL/30T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a539a3edf948f20164337449feaae07e606298a442dc8fdb49a1bcebca62e80b +size 2831 diff --git a/results/moirai2/CPHL/30T/long/predictions.npz b/results/moirai2/CPHL/30T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bf66c9a46f9df0c6a285010423529e232730873a --- /dev/null +++ b/results/moirai2/CPHL/30T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3f1315a23b25a1d96e34adc521575bb88c3b51ea3afa34d69173fb622acaa32 +size 38676 diff --git a/results/moirai2/CPHL/30T/medium/config.json b/results/moirai2/CPHL/30T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e839542b2285f149a22122ec15ca4884363e1acb --- /dev/null +++ b/results/moirai2/CPHL/30T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/30T/medium", + "num_series": 2, + "num_windows": 30, + "num_variates": 1, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/CPHL/30T/medium/metrics.npz b/results/moirai2/CPHL/30T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b5307af28c749b548a608a4af91b90c49e32742b --- /dev/null +++ b/results/moirai2/CPHL/30T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1456d499efc069631515cc0fcbd6956b30d3b53c8cc63e0beab3fa4a660f1721 +size 5465 diff --git a/results/moirai2/CPHL/30T/medium/predictions.npz b/results/moirai2/CPHL/30T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8aefdf1024a946e158a709b66d674421ae6a243e --- /dev/null +++ b/results/moirai2/CPHL/30T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:417f4b823a862ce78b3ce0e866f025ed6567032fdf8ae25c0878b93916f2a4db +size 40095 diff --git a/results/moirai2/CPHL/30T/short/config.json b/results/moirai2/CPHL/30T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d24cbc209876ab7e60f73914bba9e3347d7b43cc --- /dev/null +++ b/results/moirai2/CPHL/30T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/30T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/CPHL/30T/short/metrics.npz b/results/moirai2/CPHL/30T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..155769b4f89b159e46bd76b71f1ceac2f601daff --- /dev/null +++ b/results/moirai2/CPHL/30T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d9d63e7dab9f28b765313a46e1501062b11535bcddd51a3547a448d349ce9bd2 +size 15892 diff --git a/results/moirai2/CPHL/30T/short/predictions.npz b/results/moirai2/CPHL/30T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a9e47523c8d89c2e021b9520ec816a6be3cf7631 --- /dev/null +++ b/results/moirai2/CPHL/30T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f59c8744d05291cf6ceaa02fc484f57b8c410d920ec0870535331ad9ac48c13 +size 41350 diff --git a/results/moirai2/CPHL/H/long/config.json b/results/moirai2/CPHL/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e3e66196ec8b8cc02537bcaf7ea41676ff5bc05b --- /dev/null +++ b/results/moirai2/CPHL/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/H/long", + "num_series": 4, + "num_windows": 2, + "num_variates": 1, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/CPHL/H/long/metrics.npz b/results/moirai2/CPHL/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..75f2d95586d4469ebd02421adf1c8d3494b03033 --- /dev/null +++ b/results/moirai2/CPHL/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9eb5fe384533661bc97bbedad9050b4a83fa8aa053a2e21264442f1bc8ab332 +size 2036 diff --git a/results/moirai2/CPHL/H/long/predictions.npz b/results/moirai2/CPHL/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9e0567a00663ace41595ca688978bc9a73b407d5 --- /dev/null +++ b/results/moirai2/CPHL/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:082999a2d90dc9a2aeae9e81e6689e2f85b20c7e5d3f53dda0853c47b01c2fe8 +size 36116 diff --git a/results/moirai2/CPHL/H/medium/config.json b/results/moirai2/CPHL/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a61f8034f8df178349f5164ce6b3c30b9c1c9322 --- /dev/null +++ b/results/moirai2/CPHL/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/H/medium", + "num_series": 4, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/CPHL/H/medium/metrics.npz b/results/moirai2/CPHL/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..782fbfd1a4049cecebbf55c53188fb95395ff889 --- /dev/null +++ b/results/moirai2/CPHL/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ff944f2fe2c2bedd097f864e5ff4b01f91b39a378941653ceda66adea8a436d +size 2561 diff --git a/results/moirai2/CPHL/H/medium/predictions.npz b/results/moirai2/CPHL/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2eb7702303f7469a9edb9cb3772ec1ba4814fd50 --- /dev/null +++ b/results/moirai2/CPHL/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e4c4593053dca89bd4710e029eca3a7b0664c733b71d9a615e426832bec6620 +size 37221 diff --git a/results/moirai2/CPHL/H/short/config.json b/results/moirai2/CPHL/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f4c0b318087c8bfc29eeef0cd0d3ad8d34ac8987 --- /dev/null +++ b/results/moirai2/CPHL/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/H/short", + "num_series": 4, + "num_windows": 28, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/CPHL/H/short/metrics.npz b/results/moirai2/CPHL/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a21a1609b969e1496882cebbea29bbf325c386ca --- /dev/null +++ b/results/moirai2/CPHL/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04126daa2bf42bfa49592b9388b34b529cafd75328bb4473dc1d3d124767059b +size 8497 diff --git a/results/moirai2/CPHL/H/short/predictions.npz b/results/moirai2/CPHL/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..32dde87290f23e4c5e652f6a1e510f0a9ef5795c --- /dev/null +++ b/results/moirai2/CPHL/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4bdc2e6cc07f572cb672a871f6061952a9a108e8961631bbdfe0be044d43141e +size 39084 diff --git a/results/moirai2/Coastal_T_S/15T/long/config.json b/results/moirai2/Coastal_T_S/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6c7178bde1a44b4805ba844dd081d65240ff7f64 --- /dev/null +++ b/results/moirai2/Coastal_T_S/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Coastal_T_S/15T/long/metrics.npz b/results/moirai2/Coastal_T_S/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1fa12378aaed4c958caf516014a421c4ddb172cb --- /dev/null +++ b/results/moirai2/Coastal_T_S/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2849dd01421b6768612bf74345d5e934debb91e8ac904a34a23c33c9ea2c4150 +size 6282 diff --git a/results/moirai2/Coastal_T_S/15T/long/predictions.npz b/results/moirai2/Coastal_T_S/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ef09a9a0b212082de97c9322c31add397cbc8c1c --- /dev/null +++ b/results/moirai2/Coastal_T_S/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f9ba4a5051f84062e15250119e7e1781208fbd553a1e305d715d0d79e64a79a +size 80302 diff --git a/results/moirai2/Coastal_T_S/15T/medium/config.json b/results/moirai2/Coastal_T_S/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1c628983b4feff9ceb88ac772a4aa1628c4236f8 --- /dev/null +++ b/results/moirai2/Coastal_T_S/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Coastal_T_S/15T/medium/metrics.npz b/results/moirai2/Coastal_T_S/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..91c376e027a7a66c8d18c353193681aed5415969 --- /dev/null +++ b/results/moirai2/Coastal_T_S/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:029a855cbb729a67bfdb5a01fef19b34769218edf86409f4f78167b99ae0674e +size 14849 diff --git a/results/moirai2/Coastal_T_S/15T/medium/predictions.npz b/results/moirai2/Coastal_T_S/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a5f8f4f4cb88ec0ca98d2e56fa19dab169ecf98f --- /dev/null +++ b/results/moirai2/Coastal_T_S/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e7fef0f5a741609ea9065d3f8ae7a31e975b47a1c5b0cf9a675d304d93c79ba +size 103437 diff --git a/results/moirai2/Coastal_T_S/15T/short/config.json b/results/moirai2/Coastal_T_S/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6bc753c1df65e5901f16c94ff789500ae384fabc --- /dev/null +++ b/results/moirai2/Coastal_T_S/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Coastal_T_S/15T/short/metrics.npz b/results/moirai2/Coastal_T_S/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cd8015895ecda6b784110e18ad5f06bb7af4d79e --- /dev/null +++ b/results/moirai2/Coastal_T_S/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59e0004d154198c0587f3cf2477931e88231769ed5da2d21d03237a1c37eabc9 +size 103103 diff --git a/results/moirai2/Coastal_T_S/15T/short/predictions.npz b/results/moirai2/Coastal_T_S/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0cad9536268e968f03be1eac38b281b1b28d7f2c --- /dev/null +++ b/results/moirai2/Coastal_T_S/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c88eeb98dc2664de1220c96635be681fd03fcd517d825c221a25e9184b2b864 +size 138488 diff --git a/results/moirai2/Coastal_T_S/20T/long/config.json b/results/moirai2/Coastal_T_S/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4371e279880a0432e019a950f9d49bae1af673cf --- /dev/null +++ b/results/moirai2/Coastal_T_S/20T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/20T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Coastal_T_S/20T/long/metrics.npz b/results/moirai2/Coastal_T_S/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..68d2edfe585c094046738f4deb4f3211b0500939 --- /dev/null +++ b/results/moirai2/Coastal_T_S/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02341b7c9aaa530a56ffc35d4c94870c229d3b4080dc05feaf2489d70effef5e +size 2486 diff --git a/results/moirai2/Coastal_T_S/20T/long/predictions.npz b/results/moirai2/Coastal_T_S/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9bcf86d432a8fa9f506cdc98fb7fe04f4d57b656 --- /dev/null +++ b/results/moirai2/Coastal_T_S/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b3d1f9ef60e63c5f386bff3b9f08a76ef5765b366a402711e621f779a66cc57 +size 14244 diff --git a/results/moirai2/Coastal_T_S/20T/medium/config.json b/results/moirai2/Coastal_T_S/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dd94cb2bd6ed74f6cc7313763716be151c34a38a --- /dev/null +++ b/results/moirai2/Coastal_T_S/20T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/20T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Coastal_T_S/20T/medium/metrics.npz b/results/moirai2/Coastal_T_S/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d43bfebc1887bfc5b80fc371abc26925a87babfb --- /dev/null +++ b/results/moirai2/Coastal_T_S/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2d2a22b6bd7c7c7bf365a19143581b82e7a5535eb8ae68aec2b79f53db7ab40 +size 4354 diff --git a/results/moirai2/Coastal_T_S/20T/medium/predictions.npz b/results/moirai2/Coastal_T_S/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..65cc3d49d424bb8b1c4965d79623b966ef810fb4 --- /dev/null +++ b/results/moirai2/Coastal_T_S/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d61e85bd70224745b325ce8adccc95ba95718ff8ec6dc914576cff8c05d2728b +size 16772 diff --git a/results/moirai2/Coastal_T_S/20T/short/config.json b/results/moirai2/Coastal_T_S/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5bec9658c18f554bebbb84e0ba254eed09d260dd --- /dev/null +++ b/results/moirai2/Coastal_T_S/20T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/20T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Coastal_T_S/20T/short/metrics.npz b/results/moirai2/Coastal_T_S/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f4cb0232cabd72d52805ac3c3c0e9a6856138a96 --- /dev/null +++ b/results/moirai2/Coastal_T_S/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:adfd70603460a33380ffc84d9a43abadb6c2d2bab68eea8efc6e6cb69423966e +size 21744 diff --git a/results/moirai2/Coastal_T_S/20T/short/predictions.npz b/results/moirai2/Coastal_T_S/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f392aa4fd26a2c4e70f789e75ce4ee7c2c8f9bb3 --- /dev/null +++ b/results/moirai2/Coastal_T_S/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0edb6d623ce4936703dfd8cfb3e53e0375c7d009c0cfdff38661dd4a3be515ca +size 20881 diff --git a/results/moirai2/Coastal_T_S/5T/long/config.json b/results/moirai2/Coastal_T_S/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e318b072ca51b90c75ca0262e23b22e035a5fba4 --- /dev/null +++ b/results/moirai2/Coastal_T_S/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/5T/long", + "num_series": 18, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Coastal_T_S/5T/long/metrics.npz b/results/moirai2/Coastal_T_S/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..15e384b2c0f046c19177f5852feb9411f07bb1a7 --- /dev/null +++ b/results/moirai2/Coastal_T_S/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe416101445e9694d576a446f7197a16dc16c434b72f5baff41d2a9bec0b255f +size 17746 diff --git a/results/moirai2/Coastal_T_S/5T/long/predictions.npz b/results/moirai2/Coastal_T_S/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9a423d858b3a6a548e521bcedffd6aeca983d30a --- /dev/null +++ b/results/moirai2/Coastal_T_S/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:264a043f2ddae0c99d9d555db8339ef1f6056d3303e7d8ad4005e34f46ef03cf +size 641602 diff --git a/results/moirai2/Coastal_T_S/5T/medium/config.json b/results/moirai2/Coastal_T_S/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..51fe429f8e2633b0d950c9c42f8efd6ce728ffcb --- /dev/null +++ b/results/moirai2/Coastal_T_S/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/5T/medium", + "num_series": 18, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Coastal_T_S/5T/medium/metrics.npz b/results/moirai2/Coastal_T_S/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ab69a2c931c2e98e8c4118140367514fe80b22f6 --- /dev/null +++ b/results/moirai2/Coastal_T_S/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c27d4753bcbe86bdc8d090695a021745d0d66d7f7b9adde07b0899fbdce05a81 +size 48589 diff --git a/results/moirai2/Coastal_T_S/5T/medium/predictions.npz b/results/moirai2/Coastal_T_S/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..14e87c1b25790ce7a06a7de2ee40ef6361aea74e --- /dev/null +++ b/results/moirai2/Coastal_T_S/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c6f0231cbd9267eec735a9c593bfc5d1620d5454479d2a1c98b93317bb4c7d9 +size 825730 diff --git a/results/moirai2/Coastal_T_S/5T/short/config.json b/results/moirai2/Coastal_T_S/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c14ef389a867201a733f2aa97c021f7692fe90fd --- /dev/null +++ b/results/moirai2/Coastal_T_S/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/5T/short", + "num_series": 18, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Coastal_T_S/5T/short/metrics.npz b/results/moirai2/Coastal_T_S/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..25114683b0dbe8ea9482c323f48511f574c62849 --- /dev/null +++ b/results/moirai2/Coastal_T_S/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a80cad4fe2f335301dd673fa03cbe516e88c6f833e27e34e61e7adcebef434f4 +size 368518 diff --git a/results/moirai2/Coastal_T_S/5T/short/predictions.npz b/results/moirai2/Coastal_T_S/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c090587721fe5249d73330c923a2241a4f75215f --- /dev/null +++ b/results/moirai2/Coastal_T_S/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11d0c231559339c8041174daf2729fbffa2981ea0e7c989e3a24fe9747803553 +size 1104673 diff --git a/results/moirai2/Coastal_T_S/H/long/config.json b/results/moirai2/Coastal_T_S/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fa693bf57a000a1ddbcae5cee950ff060521317c --- /dev/null +++ b/results/moirai2/Coastal_T_S/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/H/long", + "num_series": 24, + "num_windows": 2, + "num_variates": 3, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Coastal_T_S/H/long/metrics.npz b/results/moirai2/Coastal_T_S/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..10beb9668916703c3f1628f9dec6e36b22cf238f --- /dev/null +++ b/results/moirai2/Coastal_T_S/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:316f0945120f0561e95783dc7adf31815810a3ef6dad8ea282f4fefc6fb64e57 +size 10384 diff --git a/results/moirai2/Coastal_T_S/H/long/predictions.npz b/results/moirai2/Coastal_T_S/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e7dc3e7745e2b266a1c43eb78dcb949f459a010b --- /dev/null +++ b/results/moirai2/Coastal_T_S/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e11306d2b26161793f5ff3c31d54d363a5ef2b63be95a54d556fb9058568316a +size 217945 diff --git a/results/moirai2/Coastal_T_S/H/medium/config.json b/results/moirai2/Coastal_T_S/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..822e4288cf45657d63733f5f9e9cdb4146622cc2 --- /dev/null +++ b/results/moirai2/Coastal_T_S/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/H/medium", + "num_series": 24, + "num_windows": 4, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Coastal_T_S/H/medium/metrics.npz b/results/moirai2/Coastal_T_S/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d106dcd6e3ce42b5a2087c13fe1503dbecb6718f --- /dev/null +++ b/results/moirai2/Coastal_T_S/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f28f7ed3d878202677721e34e12cf9f3d4f32fbf8acbf2c2b9c022d817601757 +size 18591 diff --git a/results/moirai2/Coastal_T_S/H/medium/predictions.npz b/results/moirai2/Coastal_T_S/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..385051042642a8f11884cc34fb865e8db39d01f7 --- /dev/null +++ b/results/moirai2/Coastal_T_S/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:050802995fb5a4622687fe4bb24bfd1fb5fa6e25523601e599e3faee69d2c5fe +size 257242 diff --git a/results/moirai2/Coastal_T_S/H/short/config.json b/results/moirai2/Coastal_T_S/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7e718bfa93cad27ba94ee6dbd221b7233f7e7c95 --- /dev/null +++ b/results/moirai2/Coastal_T_S/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/H/short", + "num_series": 24, + "num_windows": 28, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Coastal_T_S/H/short/metrics.npz b/results/moirai2/Coastal_T_S/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..786596f2f7b9294a242d12a03adb33a3d5676026 --- /dev/null +++ b/results/moirai2/Coastal_T_S/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3aec5639a22347afa3abcaf0eaa084f58593fc48f56c7d26370d41c28045ec47 +size 115271 diff --git a/results/moirai2/Coastal_T_S/H/short/predictions.npz b/results/moirai2/Coastal_T_S/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e74818830796bc34ff92b7a9a14e677d7b637bc4 --- /dev/null +++ b/results/moirai2/Coastal_T_S/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b5cba7d30d6a6b712bd31efc20e86c1a8a6fe703f3d03dfd2a750b57e7dbaac +size 323349 diff --git a/results/moirai2/Commodity_Import/M/short/config.json b/results/moirai2/Commodity_Import/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6916286767839ef52d082924fccb7a8b3a50ee97 --- /dev/null +++ b/results/moirai2/Commodity_Import/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Commodity_Import/M/short", + "num_series": 8, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Commodity_Import/M/short/metrics.npz b/results/moirai2/Commodity_Import/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a013fc76360bd6f460aff0e89b16e8f3a8c53e45 --- /dev/null +++ b/results/moirai2/Commodity_Import/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b1f9f553d1c7bdb23a14254ed23e7efab2e09fd388803e6508bddc762c711cd +size 4086 diff --git a/results/moirai2/Commodity_Import/M/short/predictions.npz b/results/moirai2/Commodity_Import/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f5f8627df23e4a73fa3de087b5b51fe788c177e1 --- /dev/null +++ b/results/moirai2/Commodity_Import/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4553574afdccef16e7151f27e7f3d1f956eadb60b543886e8e7c19f92add59a6 +size 7850 diff --git a/results/moirai2/Commodity_Production/M/short/config.json b/results/moirai2/Commodity_Production/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b513174c1920ed1a19c2490829ee4b8c9e05c118 --- /dev/null +++ b/results/moirai2/Commodity_Production/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Commodity_Production/M/short", + "num_series": 32, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Commodity_Production/M/short/metrics.npz b/results/moirai2/Commodity_Production/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c5c322b7de98accf38bf6aec47f83cb5fb52fa9d --- /dev/null +++ b/results/moirai2/Commodity_Production/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8019f8719ae7fa10cd66cd9727bcd1d9b08d5fa3ca4fcbb0c440096b98a87afe +size 11178 diff --git a/results/moirai2/Commodity_Production/M/short/predictions.npz b/results/moirai2/Commodity_Production/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f3fd206ef35643076d85ed769650548ce0ccd9f7 --- /dev/null +++ b/results/moirai2/Commodity_Production/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70aae971196ca57e91c3a61105212244291cd7fcc46994037b73010a54e56298 +size 29590 diff --git a/results/moirai2/Crypto/D/short/config.json b/results/moirai2/Crypto/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e2e68803f63d621aea53c54e3cfd268e5ec94c46 --- /dev/null +++ b/results/moirai2/Crypto/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Crypto/D/short", + "num_series": 1, + "num_windows": 9, + "num_variates": 4, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Crypto/D/short/metrics.npz b/results/moirai2/Crypto/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a17f342c735171b71c8b149eaef9535bb6e50ede --- /dev/null +++ b/results/moirai2/Crypto/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1b6e0a59f42cc14a3afa6a1de288479ecb6410987745b73bb0e22fded2c643d +size 3848 diff --git a/results/moirai2/Crypto/D/short/predictions.npz b/results/moirai2/Crypto/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1aa71ffaf98d06cf55b71a45d3b1b9a3762c128a --- /dev/null +++ b/results/moirai2/Crypto/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7dc8867bc4f492007cd95e433ef11877de1f1d63fe5f6dcf2fc95f3c4d5853a4 +size 15268 diff --git a/results/moirai2/ECDC_COVID/D/short/config.json b/results/moirai2/ECDC_COVID/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9401f5efec632be81be1722d7d4304f6ecc965ca --- /dev/null +++ b/results/moirai2/ECDC_COVID/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "ECDC_COVID/D/short", + "num_series": 9, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/ECDC_COVID/D/short/metrics.npz b/results/moirai2/ECDC_COVID/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1b8da7e2b8e6c4d780a15357b2f177b9408fd904 --- /dev/null +++ b/results/moirai2/ECDC_COVID/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15aab667ed29d38ba61e1a9bdaab4a89757daf75a06ca77ff341e5feef717466 +size 4429 diff --git a/results/moirai2/ECDC_COVID/D/short/predictions.npz b/results/moirai2/ECDC_COVID/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8241771dec5d6ef0f874f84e556c717f0b9124c0 --- /dev/null +++ b/results/moirai2/ECDC_COVID/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66eec69a150054efe147363dbe4f1dd4e1ccd9dc42df74d1096a0c597bfe5cc7 +size 21215 diff --git a/results/moirai2/ECDC_COVID/W/short/config.json b/results/moirai2/ECDC_COVID/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a31412b44a462d42bd508dcd5cd5a9fbce9733df --- /dev/null +++ b/results/moirai2/ECDC_COVID/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "ECDC_COVID/W/short", + "num_series": 16, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/ECDC_COVID/W/short/metrics.npz b/results/moirai2/ECDC_COVID/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6dfb10b20a672dabe6bbcfced7f923dc3c829612 --- /dev/null +++ b/results/moirai2/ECDC_COVID/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c02e5f5991a9c2f98fab92474bf47e08e72fa1efa885d182f35a5e5f2ea837e7 +size 5688 diff --git a/results/moirai2/ECDC_COVID/W/short/predictions.npz b/results/moirai2/ECDC_COVID/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..757233d5b0ec495ef79ae96b71440f812069d3d4 --- /dev/null +++ b/results/moirai2/ECDC_COVID/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d7dc74d840adf23a3bf96b30fd70e7c419400db4a7534fad89d7a8f3034fd8f +size 14231 diff --git a/results/moirai2/EWELD_Load/15T/long/config.json b/results/moirai2/EWELD_Load/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f807fc946224f279171a16378ba0f34b96262c77 --- /dev/null +++ b/results/moirai2/EWELD_Load/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "EWELD_Load/15T/long", + "num_series": 1, + "num_windows": 2, + "num_variates": 10, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/EWELD_Load/15T/long/metrics.npz b/results/moirai2/EWELD_Load/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6c8bc2f1ee44b968c5bb92e6e7f15d1fc048a752 --- /dev/null +++ b/results/moirai2/EWELD_Load/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca5accffb34c128ae43699237d343090ac7061cabaf5648c56286685400c7f9c +size 2839 diff --git a/results/moirai2/EWELD_Load/15T/long/predictions.npz b/results/moirai2/EWELD_Load/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..744c2d140544ccc8f6a7641163b1881c4d9c9dae --- /dev/null +++ b/results/moirai2/EWELD_Load/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ab79ac54018b7c3766a68deca7cbc248bf286a4d438b253889b1841168d7e95 +size 196029 diff --git a/results/moirai2/EWELD_Load/15T/medium/config.json b/results/moirai2/EWELD_Load/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bfa05eac02ee149bb6aa66dd8758880dd138333e --- /dev/null +++ b/results/moirai2/EWELD_Load/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "EWELD_Load/15T/medium", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/EWELD_Load/15T/medium/metrics.npz b/results/moirai2/EWELD_Load/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cc1ff040d1aedfe38ac8ea34e604f966e4a622c3 --- /dev/null +++ b/results/moirai2/EWELD_Load/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45826f701e60319faaccebb3c9a551f7bcf2b0dd3a47a5f2c65b4d034c0d58bb +size 10217 diff --git a/results/moirai2/EWELD_Load/15T/medium/predictions.npz b/results/moirai2/EWELD_Load/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..de83848f3f7cce169a980157f4acd6995389618c --- /dev/null +++ b/results/moirai2/EWELD_Load/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c0d0de5fa0ed98b9437aaebb167f411bd8edf90dcc63ce67ed970e6485d1446 +size 208420 diff --git a/results/moirai2/EWELD_Load/15T/short/config.json b/results/moirai2/EWELD_Load/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..55bcdf4408724215fdfa302133894f9a25d732bd --- /dev/null +++ b/results/moirai2/EWELD_Load/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "EWELD_Load/15T/short", + "num_series": 1, + "num_windows": 56, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/EWELD_Load/15T/short/metrics.npz b/results/moirai2/EWELD_Load/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..408040fee84bc23feaeebdbb0bb7966160ee63d3 --- /dev/null +++ b/results/moirai2/EWELD_Load/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f65824213f25b83952374404b17730a02eda8c4efeb80ea60bbee8cc2316c6a +size 34464 diff --git a/results/moirai2/EWELD_Load/15T/short/predictions.npz b/results/moirai2/EWELD_Load/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fc9dfb19bb54975d2ef4765fa8fcb16c454dca5b --- /dev/null +++ b/results/moirai2/EWELD_Load/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa6ecde4457544a7e499f6a96b4b8f2eb8d8561c1394fa8f49ba7297aa00dbcf +size 211271 diff --git a/results/moirai2/Finland_Traffic/15T/long/config.json b/results/moirai2/Finland_Traffic/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..87e107be163fb393ac9ba168cc4768e5f741c89e --- /dev/null +++ b/results/moirai2/Finland_Traffic/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Finland_Traffic/15T/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Finland_Traffic/15T/long/metrics.npz b/results/moirai2/Finland_Traffic/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a7b98de7c894a79b93b090b5c2a4a8499fafac2b --- /dev/null +++ b/results/moirai2/Finland_Traffic/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:538fcfdc6b0a5f0e3dfc39d5208aaaf643b25e83c4949bcaef82c3cf0e5ff71f +size 1766 diff --git a/results/moirai2/Finland_Traffic/15T/long/predictions.npz b/results/moirai2/Finland_Traffic/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cf68034d714732877cd7fa24bab6d9ac01c7fcfd --- /dev/null +++ b/results/moirai2/Finland_Traffic/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25548fb68e1370ee15ac698243e334f27cfd7a2d4f2b5c9ecfe219bf406dc669 +size 41986 diff --git a/results/moirai2/Finland_Traffic/15T/medium/config.json b/results/moirai2/Finland_Traffic/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..37bc5ac37fcd7bfa2cb4f4af388c9d22e22749d0 --- /dev/null +++ b/results/moirai2/Finland_Traffic/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Finland_Traffic/15T/medium", + "num_series": 1, + "num_windows": 31, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Finland_Traffic/15T/medium/metrics.npz b/results/moirai2/Finland_Traffic/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e5430a02377944d607174af92e024c582726e395 --- /dev/null +++ b/results/moirai2/Finland_Traffic/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac6d9ab513e4cce4a0f9f139f7e0cf9643c430726d2283feb1dc4772168a968c +size 3510 diff --git a/results/moirai2/Finland_Traffic/15T/medium/predictions.npz b/results/moirai2/Finland_Traffic/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b07cd57eb4bee15976360341163035bfd35d8e07 --- /dev/null +++ b/results/moirai2/Finland_Traffic/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6fddaae3528b812a0a7353cfd22a40fa8cdf57a9a28628e95d0150ed2fb4a035 +size 46804 diff --git a/results/moirai2/Finland_Traffic/15T/short/config.json b/results/moirai2/Finland_Traffic/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..82833ba93f9706422f0f1823b6d869b895000f4d --- /dev/null +++ b/results/moirai2/Finland_Traffic/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Finland_Traffic/15T/short", + "num_series": 1, + "num_windows": 186, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Finland_Traffic/15T/short/metrics.npz b/results/moirai2/Finland_Traffic/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..86455f7b685a304a7262aa93542d84fda11bdfbf --- /dev/null +++ b/results/moirai2/Finland_Traffic/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffe4b929314dae00095f141aaed3e7573b3a6f19f084e14f917f8809c1589804 +size 12624 diff --git a/results/moirai2/Finland_Traffic/15T/short/predictions.npz b/results/moirai2/Finland_Traffic/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..80efbafdf4b5e74bff771f5850b61a8a87038936 --- /dev/null +++ b/results/moirai2/Finland_Traffic/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eba26f9e91151f5db0b3e6438e4bc09f29257e63c55e2cadfbf3c39b8905448e +size 46742 diff --git a/results/moirai2/Global_Influenza/W/short/config.json b/results/moirai2/Global_Influenza/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..99c3af88ba0cd87681c3dc0868cf30f66bdf1fcc --- /dev/null +++ b/results/moirai2/Global_Influenza/W/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Global_Influenza/W/short", + "num_series": 15, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Global_Influenza/W/short/metrics.npz b/results/moirai2/Global_Influenza/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..29302b5e0437969ee38fc573058a49cd8aa9e007 --- /dev/null +++ b/results/moirai2/Global_Influenza/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84d1e487673064fcf13caf35c8a184fcd357c9b20e3b440e9867809afa638d69 +size 15806 diff --git a/results/moirai2/Global_Influenza/W/short/predictions.npz b/results/moirai2/Global_Influenza/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd68cd4a737e3227a155ca49992a7a92dd7dec9b --- /dev/null +++ b/results/moirai2/Global_Influenza/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca20d1a5f94037f311b6a351ed8b592493d5fc5d862b336af33aef647f739947 +size 51372 diff --git a/results/moirai2/Global_Price/Q/short/config.json b/results/moirai2/Global_Price/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1e0f80715c47f871f17a03fcc17897f3f4c818cb --- /dev/null +++ b/results/moirai2/Global_Price/Q/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Global_Price/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 60, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Global_Price/Q/short/metrics.npz b/results/moirai2/Global_Price/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f06634298348a772489887ff05dfa5b72d7019a3 --- /dev/null +++ b/results/moirai2/Global_Price/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9eec4dd7b027bab471ccd8042e3ed0baf987697c844d4f178b70a2ba6e819494 +size 19124 diff --git a/results/moirai2/Global_Price/Q/short/predictions.npz b/results/moirai2/Global_Price/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7ca11a5324b2481c868b74db1749c03cbc76ac41 --- /dev/null +++ b/results/moirai2/Global_Price/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f23e8d27fdc5f536bf5f07bc4d495befe96c01705d497ec6d5558e5dea36d63 +size 20080 diff --git a/results/moirai2/Housing_Inventory/M/short/config.json b/results/moirai2/Housing_Inventory/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c11305cc6f36edff97812988b6f12876e4016b44 --- /dev/null +++ b/results/moirai2/Housing_Inventory/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Housing_Inventory/M/short", + "num_series": 1, + "num_windows": 3, + "num_variates": 4, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Housing_Inventory/M/short/metrics.npz b/results/moirai2/Housing_Inventory/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a6ee8a1a88ef01b2a1559d6d41175e93ec3560be --- /dev/null +++ b/results/moirai2/Housing_Inventory/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0158a884f78bc6d992a7474f7ed9f6128c414509489976392b8297706de743f0 +size 2273 diff --git a/results/moirai2/Housing_Inventory/M/short/predictions.npz b/results/moirai2/Housing_Inventory/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9df104a4055d0930c85d9c1eb176164dd6c50158 --- /dev/null +++ b/results/moirai2/Housing_Inventory/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0908bb5c264e4be121958ac437c144b48148a6ec701094ee18508e128d43b8c4 +size 2615 diff --git a/results/moirai2/JOLTS/M/short/config.json b/results/moirai2/JOLTS/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fd13e619d160281b509a4771a15a9b17b0583c9e --- /dev/null +++ b/results/moirai2/JOLTS/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "JOLTS/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/JOLTS/M/short/metrics.npz b/results/moirai2/JOLTS/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fd3b6ab5ba22536e55cb640a7033a21bccddf20a --- /dev/null +++ b/results/moirai2/JOLTS/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:092816b090b83303794b783444e2d9469cd68b1ab14d485d95f2d30f953419cc +size 3436 diff --git a/results/moirai2/JOLTS/M/short/predictions.npz b/results/moirai2/JOLTS/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..465ac92a7e72d9973595ebace1514cf2207a9387 --- /dev/null +++ b/results/moirai2/JOLTS/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3491c6bf3397377ab549dd27a0a35a5f1a9d8d78770c84d7962ad20dc70c7c0 +size 6023 diff --git a/results/moirai2/Job_Claims/W/short/config.json b/results/moirai2/Job_Claims/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4be7bdfd08e8f78f2424cec4d44bc82a67d58be6 --- /dev/null +++ b/results/moirai2/Job_Claims/W/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Job_Claims/W/short", + "num_series": 1, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Job_Claims/W/short/metrics.npz b/results/moirai2/Job_Claims/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e34d3435c3b461d7618f3b7f474b9a67f33d945c --- /dev/null +++ b/results/moirai2/Job_Claims/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf742938ede21341e8aaedcbec6862a70e9c471d649ac7adee07379a037b6cb0 +size 2033 diff --git a/results/moirai2/Job_Claims/W/short/predictions.npz b/results/moirai2/Job_Claims/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d2e7180eea4452323632954ebe1e1d4bbcb223cf --- /dev/null +++ b/results/moirai2/Job_Claims/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9bad1d0d1fd744f61e60de54f17b2c96bf6b6dbd3366f7b0b6dffe6ea13a5bad +size 1627 diff --git a/results/moirai2/MetroPT-3/5T/long/config.json b/results/moirai2/MetroPT-3/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0b1cfddffee3c2341420ce7d0c15a494dea2e45e --- /dev/null +++ b/results/moirai2/MetroPT-3/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "MetroPT-3/5T/long", + "num_series": 1, + "num_windows": 3, + "num_variates": 6, + "prediction_length": 576, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/MetroPT-3/5T/long/metrics.npz b/results/moirai2/MetroPT-3/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..448fe01b6c6b8f33c0ae6b7d5853bab564311bf1 --- /dev/null +++ b/results/moirai2/MetroPT-3/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37ed9099b5175e31961c48c994f4b49cdff12b8ee5f9d91cd1ee4205a110b6f4 +size 2711 diff --git a/results/moirai2/MetroPT-3/5T/long/predictions.npz b/results/moirai2/MetroPT-3/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..af435abae56d33f4809f5930c342a0d296753da8 --- /dev/null +++ b/results/moirai2/MetroPT-3/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:567c741b85f1a01c37ea76a8e910d118ace1f67c91190b1cad446923e40f510a +size 80426 diff --git a/results/moirai2/MetroPT-3/5T/medium/config.json b/results/moirai2/MetroPT-3/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5e91527fd720d9aab924668e0d8da767f0000282 --- /dev/null +++ b/results/moirai2/MetroPT-3/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "MetroPT-3/5T/medium", + "num_series": 1, + "num_windows": 6, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/MetroPT-3/5T/medium/metrics.npz b/results/moirai2/MetroPT-3/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0fa259c9527911c4adf8d89f123062afda55711f --- /dev/null +++ b/results/moirai2/MetroPT-3/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:939b8abcb105f061d9a66d12ee3a3abf9d2e32750aa0cfb6954306f5b208f5ca +size 3899 diff --git a/results/moirai2/MetroPT-3/5T/medium/predictions.npz b/results/moirai2/MetroPT-3/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2329badaa63344696d2cf2ebbb06c20d2e3ad802 --- /dev/null +++ b/results/moirai2/MetroPT-3/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8740341707ca2d93458334b7e0c4bd08f2827b44a94337e17b1753faafefa709 +size 94169 diff --git a/results/moirai2/MetroPT-3/5T/short/config.json b/results/moirai2/MetroPT-3/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..644081cc53c31463a7de1e5deb49fc6e407b6ec2 --- /dev/null +++ b/results/moirai2/MetroPT-3/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "MetroPT-3/5T/short", + "num_series": 1, + "num_windows": 36, + "num_variates": 6, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/MetroPT-3/5T/short/metrics.npz b/results/moirai2/MetroPT-3/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3f2f094a20363c8074ee55c0c5e8cf8349adef9b --- /dev/null +++ b/results/moirai2/MetroPT-3/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e97300313e44a640a1fefc26624bb8d900c270ad010c2620dbd8ffb9119e2360 +size 14360 diff --git a/results/moirai2/MetroPT-3/5T/short/predictions.npz b/results/moirai2/MetroPT-3/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..49dcfc21698b558cdc121aad652ca512d77afa42 --- /dev/null +++ b/results/moirai2/MetroPT-3/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84d1afb121469c65b6defa7ecd31a2d4d390b19c829d5ff29ccabedaa6cfafa4 +size 134592 diff --git a/results/moirai2/NE_China_Wind/H/long/config.json b/results/moirai2/NE_China_Wind/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..77f9eb02505889a13363544b0bb6d066c54e4a8a --- /dev/null +++ b/results/moirai2/NE_China_Wind/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "NE_China_Wind/H/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/NE_China_Wind/H/long/metrics.npz b/results/moirai2/NE_China_Wind/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8f523ae063a0f2fb4f4d380eca5dd4bfc10d80e1 --- /dev/null +++ b/results/moirai2/NE_China_Wind/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:366710f37e8e178e7326d4f032bd97b61b8bf7e699c25a26083ed5d609ef45ee +size 2562 diff --git a/results/moirai2/NE_China_Wind/H/long/predictions.npz b/results/moirai2/NE_China_Wind/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3ef7546579049276d7e9cb09ff683858bd8867a1 --- /dev/null +++ b/results/moirai2/NE_China_Wind/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:277d9b1793c6918cf51cab7bd7d690dd5a04722161cdc427a4710f2ecda1bca3 +size 41703 diff --git a/results/moirai2/NE_China_Wind/H/medium/config.json b/results/moirai2/NE_China_Wind/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3f0a4c00fa011c9cff7036771e24d7073bf3b526 --- /dev/null +++ b/results/moirai2/NE_China_Wind/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "NE_China_Wind/H/medium", + "num_series": 1, + "num_windows": 10, + "num_variates": 4, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/NE_China_Wind/H/medium/metrics.npz b/results/moirai2/NE_China_Wind/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..be1ab985a0f65beb21e34849ccea3d37b3b7b8c3 --- /dev/null +++ b/results/moirai2/NE_China_Wind/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:156e863816cc9fb99608b9f50175b0b311370389052425a9fb2db2d392855d49 +size 4149 diff --git a/results/moirai2/NE_China_Wind/H/medium/predictions.npz b/results/moirai2/NE_China_Wind/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..00944597e437fd3e7107e2342964fcf4d4d76991 --- /dev/null +++ b/results/moirai2/NE_China_Wind/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9174a4bddd5c912245ef7656d1bc095e1bfa8fe2856d7bea38875763b9daf1da +size 45497 diff --git a/results/moirai2/NE_China_Wind/H/short/config.json b/results/moirai2/NE_China_Wind/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..08aad4033c1fd86bbd557c51513212b806929459 --- /dev/null +++ b/results/moirai2/NE_China_Wind/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "NE_China_Wind/H/short", + "num_series": 1, + "num_windows": 30, + "num_variates": 4, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/NE_China_Wind/H/short/metrics.npz b/results/moirai2/NE_China_Wind/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6ce41923292f54ba2f9a4d070b5e4a14fcb494ff --- /dev/null +++ b/results/moirai2/NE_China_Wind/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b40203e78384189219d70dcf707f6a60cba6927a9dc1a64d9f267dada4480d1 +size 8943 diff --git a/results/moirai2/NE_China_Wind/H/short/predictions.npz b/results/moirai2/NE_China_Wind/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b29422873b3b6bff892d8469716e0614f72626cd --- /dev/null +++ b/results/moirai2/NE_China_Wind/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0a602e1dcebff8bb990ac6ccc127d2bf5f3c281e81d89add2a887dab97ec498 +size 45456 diff --git a/results/moirai2/Oil_Price/B/short/config.json b/results/moirai2/Oil_Price/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..029aa073f9e7d9c883607257025874ffaa30029b --- /dev/null +++ b/results/moirai2/Oil_Price/B/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Oil_Price/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 12, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Oil_Price/B/short/metrics.npz b/results/moirai2/Oil_Price/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0a130aa8968f7d79dbf04570b392f9f4a4ce7582 --- /dev/null +++ b/results/moirai2/Oil_Price/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:765204fc30d18f6dceefd7a2279bc03beee1cce67bf1d83fd754f6f22ddb7637 +size 26253 diff --git a/results/moirai2/Oil_Price/B/short/predictions.npz b/results/moirai2/Oil_Price/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a94680280e517ca6e72376d6dfc2d04365650586 --- /dev/null +++ b/results/moirai2/Oil_Price/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:134e6fdb16d76eff437a957534c58aa5335f9c8d5475c8e1a95f4fa1f7ff3ae5 +size 95904 diff --git a/results/moirai2/Online_Retail_2_UCI/D/short/config.json b/results/moirai2/Online_Retail_2_UCI/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c98a6759a4a40f8868b03a26daaac39593548de2 --- /dev/null +++ b/results/moirai2/Online_Retail_2_UCI/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Online_Retail_2_UCI/D/short", + "num_series": 1, + "num_windows": 6, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Online_Retail_2_UCI/D/short/metrics.npz b/results/moirai2/Online_Retail_2_UCI/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1f45ff7f1bf0812126b7b51980bbd6fde9796d96 --- /dev/null +++ b/results/moirai2/Online_Retail_2_UCI/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a98c26330f7806e909e7a3a518bdb26aeed450b40f6bfbce9a59ae9bd6c59aa +size 1902 diff --git a/results/moirai2/Online_Retail_2_UCI/D/short/predictions.npz b/results/moirai2/Online_Retail_2_UCI/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3709ae5449c91a61ee7e0f4eeaaa89713c0b9c9d --- /dev/null +++ b/results/moirai2/Online_Retail_2_UCI/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a79eef3f41b4ab4e3d51a171535245de1d0c6460e98fcb1dea688f179b017a82 +size 3360 diff --git a/results/moirai2/OpenElectricity_NEM/5T/long/config.json b/results/moirai2/OpenElectricity_NEM/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..88994e0cbf785c18b59b34529bb3e2a7640ea80d --- /dev/null +++ b/results/moirai2/OpenElectricity_NEM/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/long", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/OpenElectricity_NEM/5T/long/metrics.npz b/results/moirai2/OpenElectricity_NEM/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5c93e661e4a7e30c232cef6d5a3d6b5a4577be37 --- /dev/null +++ b/results/moirai2/OpenElectricity_NEM/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9de073d56b280064ef83d9e42f4b169ef2fb796cbd8a7dd68fdfc799ab3aed80 +size 10250 diff --git a/results/moirai2/OpenElectricity_NEM/5T/long/predictions.npz b/results/moirai2/OpenElectricity_NEM/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0c60cc122e7595ac922b36c6337e6a90d0c99e7d --- /dev/null +++ b/results/moirai2/OpenElectricity_NEM/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2211e2e3fb09f42326557f3bcb892043598ebf53f3bbbcf0e0d22b08b86f0dfc +size 566736 diff --git a/results/moirai2/OpenElectricity_NEM/5T/medium/config.json b/results/moirai2/OpenElectricity_NEM/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..815bc5256bdd1704952b47802a753231ba59ce27 --- /dev/null +++ b/results/moirai2/OpenElectricity_NEM/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/medium", + "num_series": 1, + "num_windows": 42, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/OpenElectricity_NEM/5T/medium/metrics.npz b/results/moirai2/OpenElectricity_NEM/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..869b2a34b399781a65e38eec812fe1c18d4a9ae2 --- /dev/null +++ b/results/moirai2/OpenElectricity_NEM/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b748c8344b7508df2d0242f5a3838b981e3400b4ea7e058b63a815087fcf208a +size 26336 diff --git a/results/moirai2/OpenElectricity_NEM/5T/medium/predictions.npz b/results/moirai2/OpenElectricity_NEM/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..76b3d6809666f27672bd94358376eef9eef98771 --- /dev/null +++ b/results/moirai2/OpenElectricity_NEM/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8dcd987f0a76676fd236f517aaedac78cd8d5ad5202cfa537028aea54edef97 +size 564745 diff --git a/results/moirai2/OpenElectricity_NEM/5T/short/config.json b/results/moirai2/OpenElectricity_NEM/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dd8358b6f5b02be7d6e8ec969f38a30938acb751 --- /dev/null +++ b/results/moirai2/OpenElectricity_NEM/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/short", + "num_series": 1, + "num_windows": 168, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/OpenElectricity_NEM/5T/short/metrics.npz b/results/moirai2/OpenElectricity_NEM/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..89b1bd315cdcbf08273f9877ca66924512c6a8f7 --- /dev/null +++ b/results/moirai2/OpenElectricity_NEM/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68e82dfa5817fe7d9f288aea716abb3b851b300381f18a1ecbcab663f826d5f2 +size 98267 diff --git a/results/moirai2/OpenElectricity_NEM/5T/short/predictions.npz b/results/moirai2/OpenElectricity_NEM/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e921f6f3b1c3c36ebc8db1314201350cdbac6d98 --- /dev/null +++ b/results/moirai2/OpenElectricity_NEM/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08cd5d7fe0f906f267d092df576e72a3a9639a3186cf040339ffa852d12fa95f +size 563311 diff --git a/results/moirai2/Port_Activity/D/short/config.json b/results/moirai2/Port_Activity/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0c70343b53974cbab3bf04e62b046ad661c96d8f --- /dev/null +++ b/results/moirai2/Port_Activity/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Port_Activity/D/short", + "num_series": 99, + "num_windows": 12, + "num_variates": 2, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Port_Activity/D/short/metrics.npz b/results/moirai2/Port_Activity/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..20c184689006633eaf7f072a6d370adc5c384f00 --- /dev/null +++ b/results/moirai2/Port_Activity/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c72aef7f595d131f52e7f95dc7ec6b24ca0d924b781ffe24bc51f4759baa73cf +size 141247 diff --git a/results/moirai2/Port_Activity/D/short/predictions.npz b/results/moirai2/Port_Activity/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ed87548f51a78572313b4853a4bbc0454766f780 --- /dev/null +++ b/results/moirai2/Port_Activity/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8326a17373711d758a35b11990647ccf4f08f0eb4eb42ab5cb3b0c6cbed75c9 +size 1130489 diff --git a/results/moirai2/Port_Activity/W/short/config.json b/results/moirai2/Port_Activity/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7f29dbf1f52df9de03038557be1a44a7f60be079 --- /dev/null +++ b/results/moirai2/Port_Activity/W/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Port_Activity/W/short", + "num_series": 99, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Port_Activity/W/short/metrics.npz b/results/moirai2/Port_Activity/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..20229c1032acaac46362fba37b8493f3a5f3cb58 --- /dev/null +++ b/results/moirai2/Port_Activity/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d3d1d9244dbf1bcc9beec2e094030fed69d06c44fd008d6f2c4f94ddfa3ae8c +size 47815 diff --git a/results/moirai2/Port_Activity/W/short/predictions.npz b/results/moirai2/Port_Activity/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d3192b3afcda17ca710207d38d5f397bb4e5462f --- /dev/null +++ b/results/moirai2/Port_Activity/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e225561c248c446146b79ad3ec8a4371524fbc6f4d80bfbbab8e6b6604d88837 +size 155033 diff --git a/results/moirai2/SG_Carpark/15T/long/config.json b/results/moirai2/SG_Carpark/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..63c3d97d82bd7d32b4e33b1ff68cf9cece59c95c --- /dev/null +++ b/results/moirai2/SG_Carpark/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Carpark/15T/long", + "num_series": 354, + "num_windows": 1, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/SG_Carpark/15T/long/metrics.npz b/results/moirai2/SG_Carpark/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f0171ddaf7953e1ec94342a9dadd2c904810fd9a --- /dev/null +++ b/results/moirai2/SG_Carpark/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ebf0f38079edd18477b030f87734de27c89be63761e58ee496688cd9e50fe17f +size 22715 diff --git a/results/moirai2/SG_Carpark/15T/long/predictions.npz b/results/moirai2/SG_Carpark/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fb56b18fee8a05b4959c918dde1c8f0956ac320a --- /dev/null +++ b/results/moirai2/SG_Carpark/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f5cb278eae4b87934f84c071cefb4eb78de72aefaa6e4994026ec29c52738fa +size 2732890 diff --git a/results/moirai2/SG_Carpark/15T/medium/config.json b/results/moirai2/SG_Carpark/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e29253cd17940a8a47bb280c256d3c4c1171454c --- /dev/null +++ b/results/moirai2/SG_Carpark/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Carpark/15T/medium", + "num_series": 354, + "num_windows": 7, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/SG_Carpark/15T/medium/metrics.npz b/results/moirai2/SG_Carpark/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a9bcabfc46b7cdd133feaf06b0d48f282f6c6975 --- /dev/null +++ b/results/moirai2/SG_Carpark/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d13581bb298d7f029effe3232ba7f57f2505fc775217de85ad4843dc0b3d4518 +size 145008 diff --git a/results/moirai2/SG_Carpark/15T/medium/predictions.npz b/results/moirai2/SG_Carpark/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f6bc892560204ef8489e8684157865012314b959 --- /dev/null +++ b/results/moirai2/SG_Carpark/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4e5da9b4842957b40f0fa17dc9674e9d033b488df8e98e11683c625575e7fea +size 2814222 diff --git a/results/moirai2/SG_Carpark/15T/short/config.json b/results/moirai2/SG_Carpark/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1cb9f80e95515c29fe36b34ad0cbf50de399870f --- /dev/null +++ b/results/moirai2/SG_Carpark/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Carpark/15T/short", + "num_series": 354, + "num_windows": 42, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/SG_Carpark/15T/short/metrics.npz b/results/moirai2/SG_Carpark/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f2bb28b0369f94fa945c51443609e24761d9fac3 --- /dev/null +++ b/results/moirai2/SG_Carpark/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80075c0ee50a91048840c3d22be9a164b41a61247d40186ee155cbfa6511ac1f +size 839716 diff --git a/results/moirai2/SG_Carpark/15T/short/predictions.npz b/results/moirai2/SG_Carpark/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..63d39cc3acd03922a7637755f2a84e575a4a3f94 --- /dev/null +++ b/results/moirai2/SG_Carpark/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a3694c01be1a3363b0999904851321a15736be9f3e31796b60d5a48e6a51c9e +size 2828470 diff --git a/results/moirai2/SG_PM25/H/long/config.json b/results/moirai2/SG_PM25/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fe06251e3dd07ba44f71c0fe42287584b56d8578 --- /dev/null +++ b/results/moirai2/SG_PM25/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_PM25/H/long", + "num_series": 1, + "num_windows": 13, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/SG_PM25/H/long/metrics.npz b/results/moirai2/SG_PM25/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8ab202e7607ce723e16fdc1a21ff495cf311579d --- /dev/null +++ b/results/moirai2/SG_PM25/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:208e6222108829eb17464507f4e9e17a924066f664c249ead0e5b0980901ef60 +size 5748 diff --git a/results/moirai2/SG_PM25/H/long/predictions.npz b/results/moirai2/SG_PM25/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4d529e2bfe10a91336c7680f34b01de2caa414bd --- /dev/null +++ b/results/moirai2/SG_PM25/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab90053effca3da13e0f66397f1a3eb3d219d487ee2e770e13e5054f70602de9 +size 149001 diff --git a/results/moirai2/SG_PM25/H/medium/config.json b/results/moirai2/SG_PM25/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c6f4d5a336c7ca9416c9648043d25f10ad89802d --- /dev/null +++ b/results/moirai2/SG_PM25/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_PM25/H/medium", + "num_series": 1, + "num_windows": 30, + "num_variates": 5, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/SG_PM25/H/medium/metrics.npz b/results/moirai2/SG_PM25/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..64905c2043a883f8bdc0a6aea5e37b17f9869ce4 --- /dev/null +++ b/results/moirai2/SG_PM25/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ecd62cb3f33c092b0abad51fa00c3b307070c2b8c5cb4726661908bb0c0efcc7 +size 10642 diff --git a/results/moirai2/SG_PM25/H/medium/predictions.npz b/results/moirai2/SG_PM25/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d8a386c33711ef0746ce5d1d12f5032ccf637ce7 --- /dev/null +++ b/results/moirai2/SG_PM25/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ffa771df92771e68f6f0f9006bd5eb39efca756f0494bd21447b2b91954bcf0 +size 153711 diff --git a/results/moirai2/SG_PM25/H/short/config.json b/results/moirai2/SG_PM25/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4982f55af59b597150cdc993ec115f030685165d --- /dev/null +++ b/results/moirai2/SG_PM25/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_PM25/H/short", + "num_series": 1, + "num_windows": 92, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/SG_PM25/H/short/metrics.npz b/results/moirai2/SG_PM25/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd3b9fed17d2bc1b6a280ada4dc56ec82f78dbd4 --- /dev/null +++ b/results/moirai2/SG_PM25/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:586c1d2fe5eb2766820acea073547390666a1b44b723e05c7edf096d6a8dee8b +size 28291 diff --git a/results/moirai2/SG_PM25/H/short/predictions.npz b/results/moirai2/SG_PM25/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c4e2d58f5cbe5af5564daef2c6bedd5d972d562f --- /dev/null +++ b/results/moirai2/SG_PM25/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bdc103a3c57bc7e2f58caf146499a0df0ebcb0c070be2e81fb9da3652fc7f284 +size 158725 diff --git a/results/moirai2/SG_Weather/D/long/config.json b/results/moirai2/SG_Weather/D/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..129a3b493773378bbecb59e2b0a7e8149ea2c750 --- /dev/null +++ b/results/moirai2/SG_Weather/D/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Weather/D/long", + "num_series": 6, + "num_windows": 26, + "num_variates": 4, + "prediction_length": 14, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/SG_Weather/D/long/metrics.npz b/results/moirai2/SG_Weather/D/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..18c7359d33629132ae272930f9eebf8fb5a61225 --- /dev/null +++ b/results/moirai2/SG_Weather/D/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c147a8229cab2aada73d8ae404628bd03b6ff2f830207a4336e59986f2187e29 +size 38041 diff --git a/results/moirai2/SG_Weather/D/long/predictions.npz b/results/moirai2/SG_Weather/D/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..44a7c16194db9f31f901de679646c72450da263c --- /dev/null +++ b/results/moirai2/SG_Weather/D/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:afa5ada3d8fcd27cea81cf028e629ac71550a661aee1729f34d16764391d536d +size 111554 diff --git a/results/moirai2/SG_Weather/D/medium/config.json b/results/moirai2/SG_Weather/D/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..31c2e2f6cd1bd7f5d4cdb100a10370da961ff818 --- /dev/null +++ b/results/moirai2/SG_Weather/D/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Weather/D/medium", + "num_series": 6, + "num_windows": 52, + "num_variates": 4, + "prediction_length": 7, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/SG_Weather/D/medium/metrics.npz b/results/moirai2/SG_Weather/D/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..47d5f9468ba674c4c1ac4dd47d28a90a51d8059a --- /dev/null +++ b/results/moirai2/SG_Weather/D/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e47db99e39cb3f520035004786b82bdd761d7b1f3b4ceb3965be05218fa9046 +size 72559 diff --git a/results/moirai2/SG_Weather/D/medium/predictions.npz b/results/moirai2/SG_Weather/D/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f91de5280a56a26255ddc85b19646fa4bf4d23d2 --- /dev/null +++ b/results/moirai2/SG_Weather/D/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e58d48abf9719bb5520b712edc6c3e3669743fe8c5ab7102a111920fb41f2506 +size 118463 diff --git a/results/moirai2/SG_Weather/D/short/config.json b/results/moirai2/SG_Weather/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..325233276759f443dc9e23adf18df307b27255e6 --- /dev/null +++ b/results/moirai2/SG_Weather/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Weather/D/short", + "num_series": 6, + "num_windows": 122, + "num_variates": 4, + "prediction_length": 3, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/SG_Weather/D/short/metrics.npz b/results/moirai2/SG_Weather/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f93b29ea09e424c8d7838b8ec8cf9254dbd2654f --- /dev/null +++ b/results/moirai2/SG_Weather/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e9eca9804cfe282e67b479bb10babaec6bcf79e37fc12a02e96bbfed4e90488 +size 166028 diff --git a/results/moirai2/SG_Weather/D/short/predictions.npz b/results/moirai2/SG_Weather/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3c984c43114bcb3d2e144d408fc19c5492dbeeff --- /dev/null +++ b/results/moirai2/SG_Weather/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d65dcf66f4dcbf9cf2e4687536d4050345da3399a7b7915ac03408194b3573c8 +size 129458 diff --git a/results/moirai2/Smart_Manufacturing/H/long/config.json b/results/moirai2/Smart_Manufacturing/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..43a899a8dd007f109e01f95373e1b78f5a2f4e47 --- /dev/null +++ b/results/moirai2/Smart_Manufacturing/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Smart_Manufacturing/H/long", + "num_series": 34, + "num_windows": 1, + "num_variates": 5, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Smart_Manufacturing/H/long/metrics.npz b/results/moirai2/Smart_Manufacturing/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fde1198066a25ddbf6ce44dbe444cfeda64c7d10 --- /dev/null +++ b/results/moirai2/Smart_Manufacturing/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb1e35ae9062f9016ab50e8c411d9a7ed061cb313438fd9a8cb32d1e246d10e0 +size 12129 diff --git a/results/moirai2/Smart_Manufacturing/H/long/predictions.npz b/results/moirai2/Smart_Manufacturing/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..85eb2c993bc6bc4f47e4b3afe816958eb493f5ab --- /dev/null +++ b/results/moirai2/Smart_Manufacturing/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7b5196f3d7c7b588507eb528a26d9ac54a1c51304b5e5c513a1a9bad84a4d02 +size 479686 diff --git a/results/moirai2/Smart_Manufacturing/H/medium/config.json b/results/moirai2/Smart_Manufacturing/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2952bf522ea02f85ae9175c50c5787eba7f3256f --- /dev/null +++ b/results/moirai2/Smart_Manufacturing/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Smart_Manufacturing/H/medium", + "num_series": 34, + "num_windows": 2, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Smart_Manufacturing/H/medium/metrics.npz b/results/moirai2/Smart_Manufacturing/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..eb7a5a7becd555cc7e8afe6034fc0e0c1e851b8a --- /dev/null +++ b/results/moirai2/Smart_Manufacturing/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:234f9b09d21938ea54fb334aadb82bd5256d096d6c33b8418e09c5e0627068b2 +size 22280 diff --git a/results/moirai2/Smart_Manufacturing/H/medium/predictions.npz b/results/moirai2/Smart_Manufacturing/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f34de18d954a3eba2fcd50f3ad768460a0db0130 --- /dev/null +++ b/results/moirai2/Smart_Manufacturing/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ce00408cc44c99feaa0b5efb83bbfdf2bf35dab7846cf1db09eb31a71b44276 +size 572363 diff --git a/results/moirai2/Smart_Manufacturing/H/short/config.json b/results/moirai2/Smart_Manufacturing/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d424ea4f6c6cc4f19ab3c26a35300317854499ed --- /dev/null +++ b/results/moirai2/Smart_Manufacturing/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Smart_Manufacturing/H/short", + "num_series": 34, + "num_windows": 14, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Smart_Manufacturing/H/short/metrics.npz b/results/moirai2/Smart_Manufacturing/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..81fca65bd386b37ff5a381071efdb0edc27e0e4d --- /dev/null +++ b/results/moirai2/Smart_Manufacturing/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b675a44fde1d5eeab7ec5d332bf120d100ee6d6205a9f36e60dc17b76bbbf5b +size 140830 diff --git a/results/moirai2/Smart_Manufacturing/H/short/predictions.npz b/results/moirai2/Smart_Manufacturing/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..748ed015160b1db95586ca5a8449e7916c2d2a76 --- /dev/null +++ b/results/moirai2/Smart_Manufacturing/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2eed6d4bc03286aecb711701f4fdc7b5fa14654ec2f92d086bf89190bbff58c +size 716542 diff --git a/results/moirai2/Supply_Chain_Customer/D/short/config.json b/results/moirai2/Supply_Chain_Customer/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..26ee8c348b653d73e498126ccb6b03604ade7d95 --- /dev/null +++ b/results/moirai2/Supply_Chain_Customer/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Supply_Chain_Customer/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 36, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Supply_Chain_Customer/D/short/metrics.npz b/results/moirai2/Supply_Chain_Customer/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..62ff75c1e92cbc5729e97a11d93ad287bdca142e --- /dev/null +++ b/results/moirai2/Supply_Chain_Customer/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1372cc3e9e3b723f4221f26f790fe546f8d5d2c33e06a342dd5c6dc06cd20119 +size 27076 diff --git a/results/moirai2/Supply_Chain_Customer/D/short/predictions.npz b/results/moirai2/Supply_Chain_Customer/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..31e3738323bf21ecb57a6ad0a9e9d8d1e376dd84 --- /dev/null +++ b/results/moirai2/Supply_Chain_Customer/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3f0fa7b079a437b3b7a7b8ebfa24d18974c3ae6e2c74813046b6166a9d95ee6 +size 217061 diff --git a/results/moirai2/Supply_Chain_Location/D/short/config.json b/results/moirai2/Supply_Chain_Location/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5bf9282ff9c07a2caf482063885876ab0b66d3d1 --- /dev/null +++ b/results/moirai2/Supply_Chain_Location/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Supply_Chain_Location/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 51, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Supply_Chain_Location/D/short/metrics.npz b/results/moirai2/Supply_Chain_Location/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4518999d35e3bc8ef4113f7797f509a11dc4343d --- /dev/null +++ b/results/moirai2/Supply_Chain_Location/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dfd4f5e2ac2b48750acaf60abaa3b1ed6df633dfcdac7f66037edde386ed8174 +size 37461 diff --git a/results/moirai2/Supply_Chain_Location/D/short/predictions.npz b/results/moirai2/Supply_Chain_Location/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5f176b7c8b813492588946151455d7592e309539 --- /dev/null +++ b/results/moirai2/Supply_Chain_Location/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb7784fdca0d13c9c7b2f0cfedfb6eb7f4d088d3e1409e682691a0315fdc4e07 +size 304621 diff --git a/results/moirai2/US_Labor/M/short/config.json b/results/moirai2/US_Labor/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ab2e279356394c799fd1ecf3262a582326c6c3fb --- /dev/null +++ b/results/moirai2/US_Labor/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "US_Labor/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 14, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/US_Labor/M/short/metrics.npz b/results/moirai2/US_Labor/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a0c9e7cb7988c98e9bb394fefef78487b473f70d --- /dev/null +++ b/results/moirai2/US_Labor/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae3b8ad5774ab84a15dd9d4d319b0bad39a3ce9325537fc3a02ef13629ca8d91 +size 5937 diff --git a/results/moirai2/US_Labor/M/short/predictions.npz b/results/moirai2/US_Labor/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8176b0017ce6fe36bd028bb6d0c4d209be3bd044 --- /dev/null +++ b/results/moirai2/US_Labor/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0277576ff36d0b20990bf4bd5b0328d2197ee354582823412034a15a273d4c15 +size 11838 diff --git a/results/moirai2/US_Term_Structure/B/short/config.json b/results/moirai2/US_Term_Structure/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..11cde31731fe9a3b273de2b767a44fa4ce0e6598 --- /dev/null +++ b/results/moirai2/US_Term_Structure/B/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "US_Term_Structure/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 40, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/US_Term_Structure/B/short/metrics.npz b/results/moirai2/US_Term_Structure/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e6db23abc8c78705e2c914a72121418b533b559b --- /dev/null +++ b/results/moirai2/US_Term_Structure/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8e1a16796599783cd0b5319177a507f01cff11702fa63b91505f1a169885cd0 +size 82932 diff --git a/results/moirai2/US_Term_Structure/B/short/predictions.npz b/results/moirai2/US_Term_Structure/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a8f388fff7f4d4139f6cbda97436bf09c68af2b9 --- /dev/null +++ b/results/moirai2/US_Term_Structure/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f44b9b237b497ca7c5a7c34f793e4464babf02acf651e10a3806c6bf879f362 +size 373612 diff --git a/results/moirai2/Uncertainty_1M/M/short/config.json b/results/moirai2/Uncertainty_1M/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..80e0197158973c68829e4d02773baa6d3c41efc8 --- /dev/null +++ b/results/moirai2/Uncertainty_1M/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Uncertainty_1M/M/short", + "num_series": 1, + "num_windows": 7, + "num_variates": 3, + "prediction_length": 6, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Uncertainty_1M/M/short/metrics.npz b/results/moirai2/Uncertainty_1M/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d2ab205af01fa275991c938cab4414f0271e0a0c --- /dev/null +++ b/results/moirai2/Uncertainty_1M/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5e2797d320241047f5708a71cde7333c880fcb48559158bc88e0ef7be94c821 +size 2840 diff --git a/results/moirai2/Uncertainty_1M/M/short/predictions.npz b/results/moirai2/Uncertainty_1M/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6e27d337a49c7cf568a06240f6bebe90af77bc1a --- /dev/null +++ b/results/moirai2/Uncertainty_1M/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69b0ca5faa541842df06a1280cb627665d4e83932571d0bdc75c1e1bae01286f +size 2220 diff --git a/results/moirai2/Vehicle_Sales/M/short/config.json b/results/moirai2/Vehicle_Sales/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..473c996ed6ebf4aeb1f7722d62891807f2713e12 --- /dev/null +++ b/results/moirai2/Vehicle_Sales/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Vehicle_Sales/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 10, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Vehicle_Sales/M/short/metrics.npz b/results/moirai2/Vehicle_Sales/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d34a12d093762441ce3dfc0eff789e1684b7113a --- /dev/null +++ b/results/moirai2/Vehicle_Sales/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf2185919f2ff458912edf9e90323ddc65e3e7bd46b34cd6315fabf90f254522 +size 4740 diff --git a/results/moirai2/Vehicle_Sales/M/short/predictions.npz b/results/moirai2/Vehicle_Sales/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2c8be7c9bf6eb3fe68e6a9b84d17dcf01baf7465 --- /dev/null +++ b/results/moirai2/Vehicle_Sales/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b5808cfc7b7297f3fec948c65acd6da49d89b915f99245ef99ce261bc8d944d +size 9375 diff --git a/results/moirai2/Vehicle_Supply/M/short/config.json b/results/moirai2/Vehicle_Supply/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d609bc504961542f75294f32aae55478a22f45a4 --- /dev/null +++ b/results/moirai2/Vehicle_Supply/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Vehicle_Supply/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Vehicle_Supply/M/short/metrics.npz b/results/moirai2/Vehicle_Supply/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4ddadd6dfbf086a8325160f092b306ad3117472d --- /dev/null +++ b/results/moirai2/Vehicle_Supply/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8cadb70018cae719a3615f893c484b6ef6d643cc801b97744b9ee99b0f36eefa +size 3450 diff --git a/results/moirai2/Vehicle_Supply/M/short/predictions.npz b/results/moirai2/Vehicle_Supply/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9a6b85ec902a3e6fb6aa08cb1aeeb9582f032de1 --- /dev/null +++ b/results/moirai2/Vehicle_Supply/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2273c6a475b3a33efeda8f0c5b8d92d8b368765bffd8efe8897ae66c88e55328 +size 6044 diff --git a/results/moirai2/WUI_Global/Q/short/config.json b/results/moirai2/WUI_Global/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d2a664b738791172410feef37c11199fe16cf1a1 --- /dev/null +++ b/results/moirai2/WUI_Global/Q/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "WUI_Global/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 15, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/WUI_Global/Q/short/metrics.npz b/results/moirai2/WUI_Global/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f4b865a2014f65a6c019630c301a719398ca1e9e --- /dev/null +++ b/results/moirai2/WUI_Global/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54644882217673154e0b455cdd24c5cbe50d9f90d5a93058688a9239f936b507 +size 6261 diff --git a/results/moirai2/WUI_Global/Q/short/predictions.npz b/results/moirai2/WUI_Global/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..964f8b6100af5f13e8f94a0e409b181160c2ef35 --- /dev/null +++ b/results/moirai2/WUI_Global/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:962b45971365057035f8152e3c54868ae2664864b9c39586f4c27b6eb6151c1f +size 5281 diff --git a/results/moirai2/Water_Quality_Darwin/15T/long/config.json b/results/moirai2/Water_Quality_Darwin/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ad6e7a7ed1ee182b83060abff57de5d5a4717716 --- /dev/null +++ b/results/moirai2/Water_Quality_Darwin/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/long", + "num_series": 7, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Water_Quality_Darwin/15T/long/metrics.npz b/results/moirai2/Water_Quality_Darwin/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4ca41c6ee2c9e40e47fa158e2f1b82e7b74d4630 --- /dev/null +++ b/results/moirai2/Water_Quality_Darwin/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11bf5e394d29b529702885d4c5d5008772ce0938ae1ee51fea7a761a60e9311f +size 14193 diff --git a/results/moirai2/Water_Quality_Darwin/15T/long/predictions.npz b/results/moirai2/Water_Quality_Darwin/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4b13d1c5ceb2847be68a45d058415560e6aa6103 --- /dev/null +++ b/results/moirai2/Water_Quality_Darwin/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3fdfd7d8363644598413444b01f1a1f0d19cbc11f66fa9b8468d5daf64804f37 +size 390498 diff --git a/results/moirai2/Water_Quality_Darwin/15T/medium/config.json b/results/moirai2/Water_Quality_Darwin/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..11ececd97f1c7de717ba571a5eee958783834d2c --- /dev/null +++ b/results/moirai2/Water_Quality_Darwin/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/medium", + "num_series": 7, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Water_Quality_Darwin/15T/medium/metrics.npz b/results/moirai2/Water_Quality_Darwin/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c73ae7a9d4d7d6b9e8f5d1c38014afbdab9b8557 --- /dev/null +++ b/results/moirai2/Water_Quality_Darwin/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3d73db04b3e8f086a5b40916abccd3a46f229b0fa5e10f731c2cab4e720fbb7 +size 37982 diff --git a/results/moirai2/Water_Quality_Darwin/15T/medium/predictions.npz b/results/moirai2/Water_Quality_Darwin/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9253eb58e722ca93e2a2301a44c1301230bd410a --- /dev/null +++ b/results/moirai2/Water_Quality_Darwin/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a034739cb4edd24f705b1949d5b2fba5006eff74f548a57ebc131cb7b531c4c9 +size 439846 diff --git a/results/moirai2/Water_Quality_Darwin/15T/short/config.json b/results/moirai2/Water_Quality_Darwin/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d8f72e60b4e4a658d79ae32fe95d57942fede5f7 --- /dev/null +++ b/results/moirai2/Water_Quality_Darwin/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/short", + "num_series": 7, + "num_windows": 90, + "num_variates": 6, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/Water_Quality_Darwin/15T/short/metrics.npz b/results/moirai2/Water_Quality_Darwin/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..84bf789d09674201317c32709e1b3ca2bf9972b6 --- /dev/null +++ b/results/moirai2/Water_Quality_Darwin/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f185df5893279fe845c6cbd0f8b3be4a8c82243d051682f0485678bbc3b9932 +size 214747 diff --git a/results/moirai2/Water_Quality_Darwin/15T/short/predictions.npz b/results/moirai2/Water_Quality_Darwin/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5b29101b3d49c39c3a167fbc21df935934488c1e --- /dev/null +++ b/results/moirai2/Water_Quality_Darwin/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fc41ec46810afae03387c71497aade50ab3d0075c413a91daa2651835e61b38 +size 493435 diff --git a/results/moirai2/azure2019_D/5T/short/config.json b/results/moirai2/azure2019_D/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..64f5a3bdbc487ef359bb620afd94fa5467b042c4 --- /dev/null +++ b/results/moirai2/azure2019_D/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "azure2019_D/5T/short", + "num_series": 989, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/azure2019_D/5T/short/metrics.npz b/results/moirai2/azure2019_D/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6955461140ee0b3940a03fcaa26c9d2c0a36ad61 --- /dev/null +++ b/results/moirai2/azure2019_D/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee6faaa24820e04b79969b20ecf9910b94f71d4cdd0d4dd948cb10f069d5b95c +size 522905 diff --git a/results/moirai2/azure2019_D/5T/short/predictions.npz b/results/moirai2/azure2019_D/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bc0680074bbd519f6bfc8c37fc63b162aa93b709 --- /dev/null +++ b/results/moirai2/azure2019_D/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aad1c2155782daec961ad3480ca0075dfcff1de035b99b05f73d28c118dfa35a +size 30607668 diff --git a/results/moirai2/azure2019_I/5T/short/config.json b/results/moirai2/azure2019_I/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..57fff6ba76d82694b06911b8665e52f6676518ce --- /dev/null +++ b/results/moirai2/azure2019_I/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "azure2019_I/5T/short", + "num_series": 492, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/azure2019_I/5T/short/metrics.npz b/results/moirai2/azure2019_I/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ea2b9300d9da7b787418df1aa95be7a2a4d63934 --- /dev/null +++ b/results/moirai2/azure2019_I/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8deb262ae352e6681054edb906fab0d588c39bbd6a344759c4d885b6a35291a +size 261192 diff --git a/results/moirai2/azure2019_I/5T/short/predictions.npz b/results/moirai2/azure2019_I/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..52863ed4dec092d32cc28d2eb22cb61ece5000ed --- /dev/null +++ b/results/moirai2/azure2019_I/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9e9fea12fcdd5b2a397b7fbb3d0862a0bc8e024915b7c07f756e1f05610b1ba +size 14915458 diff --git a/results/moirai2/azure2019_U/5T/short/config.json b/results/moirai2/azure2019_U/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7209590a5ec6798991162c3ee280d59a9e05cba1 --- /dev/null +++ b/results/moirai2/azure2019_U/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "azure2019_U/5T/short", + "num_series": 78, + "num_windows": 6, + "num_variates": 3, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/azure2019_U/5T/short/metrics.npz b/results/moirai2/azure2019_U/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ad509f857f8b83dd0e84b3e6474d8a2329bd5994 --- /dev/null +++ b/results/moirai2/azure2019_U/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bcee0ee62ef311c8455325bfd9c68c37a1e50172482560ef7ded168e6b3e9f4e +size 83455 diff --git a/results/moirai2/azure2019_U/5T/short/predictions.npz b/results/moirai2/azure2019_U/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cff7781be32b9548b23454defeb4ca9c7058144e --- /dev/null +++ b/results/moirai2/azure2019_U/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ca1faa759d617d14156f2de22faf84a9dfd563287c7448da20e57d77ad46bf1 +size 907760 diff --git a/results/moirai2/current_velocity/10T/long/config.json b/results/moirai2/current_velocity/10T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6a7ace4902e9eb1ba13407b211986a6316a00c46 --- /dev/null +++ b/results/moirai2/current_velocity/10T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/10T/long", + "num_series": 10, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 432, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/10T/long/metrics.npz b/results/moirai2/current_velocity/10T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..97c79b599a03bba5c0c846a8dc282841c4047e62 --- /dev/null +++ b/results/moirai2/current_velocity/10T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f37e9389c36537830afd77f6e2e2f2ca30def31d7c096e43e6de56c6213d607c +size 19784 diff --git a/results/moirai2/current_velocity/10T/long/predictions.npz b/results/moirai2/current_velocity/10T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..984ae124337f78e6223ffee99aae4b88a9b906a1 --- /dev/null +++ b/results/moirai2/current_velocity/10T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb70caf25ee45e6f5f6dd00b3a790fa6bed2dfd7d050f9696a144b6d0bbfd828 +size 1303877 diff --git a/results/moirai2/current_velocity/10T/medium/config.json b/results/moirai2/current_velocity/10T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..76c9975c22d8a76e1a3345c3919548834d020acb --- /dev/null +++ b/results/moirai2/current_velocity/10T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/10T/medium", + "num_series": 10, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/10T/medium/metrics.npz b/results/moirai2/current_velocity/10T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e8edbb467503abedcc6f7bd937c7311822cecde0 --- /dev/null +++ b/results/moirai2/current_velocity/10T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c8ea350cebe6d78ff07a32d8faaa9b76bd9d23974374d63c7026eb932e9b2de +size 54657 diff --git a/results/moirai2/current_velocity/10T/medium/predictions.npz b/results/moirai2/current_velocity/10T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5868daabd3c4e15b8750978716ba6593a33b6783 --- /dev/null +++ b/results/moirai2/current_velocity/10T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f89b4691e9fabcc34b11a70af436cc17ccdf43a22f00feff431751f2a21c877 +size 1463593 diff --git a/results/moirai2/current_velocity/10T/short/config.json b/results/moirai2/current_velocity/10T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2a416ac6192cf70b959cd5f92d93cb6582f87a4f --- /dev/null +++ b/results/moirai2/current_velocity/10T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/10T/short", + "num_series": 10, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 18, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/10T/short/metrics.npz b/results/moirai2/current_velocity/10T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..59ff7dfe944a66547e50c3548efa8c78b298e7da --- /dev/null +++ b/results/moirai2/current_velocity/10T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12851eeeebdd47a285b992b173356b11698fef17984847c0434a981443d2c071 +size 416739 diff --git a/results/moirai2/current_velocity/10T/short/predictions.npz b/results/moirai2/current_velocity/10T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..eb33fda0d1219fc58c30cfad32aaa41d069e9a71 --- /dev/null +++ b/results/moirai2/current_velocity/10T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d91ccf59aab843518610b08551ce587c4779178c4f0646462ad3d637dd84201 +size 1600932 diff --git a/results/moirai2/current_velocity/15T/long/config.json b/results/moirai2/current_velocity/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f824e5598730d0cb085ef15d5ab27c5fb8a84ab6 --- /dev/null +++ b/results/moirai2/current_velocity/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/15T/long/metrics.npz b/results/moirai2/current_velocity/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6d6fba2823c19a53f8ab2856dd5c3e3440f08731 --- /dev/null +++ b/results/moirai2/current_velocity/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:467d1666cbaa716dc93299b038dc8374f25e267e7ad2d5a48f199a0ff721fd74 +size 10860 diff --git a/results/moirai2/current_velocity/15T/long/predictions.npz b/results/moirai2/current_velocity/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..75d6c3b1b5c77628b15f0dd928ad5f3a42def8d9 --- /dev/null +++ b/results/moirai2/current_velocity/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bfa343cd54f231b926e59cca4d4fb154da8b9f9b8570d4c0f9a6b10d3d131a05 +size 435467 diff --git a/results/moirai2/current_velocity/15T/medium/config.json b/results/moirai2/current_velocity/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..11029371cdd74dd5d42b4ac98a118af44c7d7090 --- /dev/null +++ b/results/moirai2/current_velocity/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/15T/medium/metrics.npz b/results/moirai2/current_velocity/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..007fcf4b6da3c83459b0df1c2077760837455e20 --- /dev/null +++ b/results/moirai2/current_velocity/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35a33e33e7e8a2b93ea8ccf84a042e17e4fcdbe18507f53c4fbadc8a476a0fe8 +size 28291 diff --git a/results/moirai2/current_velocity/15T/medium/predictions.npz b/results/moirai2/current_velocity/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9e5d401cec951b6b691d5a89affedb021327a56c --- /dev/null +++ b/results/moirai2/current_velocity/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:381d18cfa29f144a09080e872818e3c26605aae07e22e267f2c84a0abf112b67 +size 475130 diff --git a/results/moirai2/current_velocity/15T/short/config.json b/results/moirai2/current_velocity/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..12873dde8b2fe5d7cac9f1a02f3504a432230842 --- /dev/null +++ b/results/moirai2/current_velocity/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/15T/short/metrics.npz b/results/moirai2/current_velocity/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1d696bb628fe5ff55814095b7dfa3836b21e9c9a --- /dev/null +++ b/results/moirai2/current_velocity/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b1664fc1d8da88a885aed1fc102571771c8a247a7569595caef90dde8de06a7 +size 208687 diff --git a/results/moirai2/current_velocity/15T/short/predictions.npz b/results/moirai2/current_velocity/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6bc21e1f9b926ae33d0ae45defefa2945b90b094 --- /dev/null +++ b/results/moirai2/current_velocity/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ee8f79941397ddae78b954d1db394957d5f8bc9620ffd6c432b57b30ba54428 +size 517016 diff --git a/results/moirai2/current_velocity/20T/long/config.json b/results/moirai2/current_velocity/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7ee2932c6e86e0a7e517f902921b4b50d10b8e43 --- /dev/null +++ b/results/moirai2/current_velocity/20T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/20T/long", + "num_series": 27, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/20T/long/metrics.npz b/results/moirai2/current_velocity/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d1586ded98bce077526b60555f5ef761c28c13d5 --- /dev/null +++ b/results/moirai2/current_velocity/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbe38ea4401634e8fd09fb1f307b2224612a0e1edca02b905a434b6d5d8fc3b2 +size 49663 diff --git a/results/moirai2/current_velocity/20T/long/predictions.npz b/results/moirai2/current_velocity/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fab4fd42454fcaca5796b453b0740d79ef3252a8 --- /dev/null +++ b/results/moirai2/current_velocity/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ceabc32ec10e08244bef81de4e18aa812233da291c97e0f4d3d7179f30cf792d +size 1870704 diff --git a/results/moirai2/current_velocity/20T/medium/config.json b/results/moirai2/current_velocity/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0a6f09e3948558e1c1a4f487e299c18c0bcacb72 --- /dev/null +++ b/results/moirai2/current_velocity/20T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/20T/medium", + "num_series": 27, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/20T/medium/metrics.npz b/results/moirai2/current_velocity/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f8ddf1d8a6d0d344ca7aad35ef83e513bb31ab8b --- /dev/null +++ b/results/moirai2/current_velocity/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:933747f14ca018c26a63f0e316197e09ab7303c61e92d6fc7e4514e4f87a29f8 +size 143672 diff --git a/results/moirai2/current_velocity/20T/medium/predictions.npz b/results/moirai2/current_velocity/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b77696faa54bf765626bc49e839ee3d58ef668fe --- /dev/null +++ b/results/moirai2/current_velocity/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d6fd334d6771156de619aee92545d82651356ef7f74ba299229bd503236a4fc +size 2037342 diff --git a/results/moirai2/current_velocity/20T/short/config.json b/results/moirai2/current_velocity/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bac17bfe840e88f51164c8db1c587c003aa72bc4 --- /dev/null +++ b/results/moirai2/current_velocity/20T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/20T/short", + "num_series": 27, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/20T/short/metrics.npz b/results/moirai2/current_velocity/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..df81328c51bf164cdcc096644d002942a52c02a5 --- /dev/null +++ b/results/moirai2/current_velocity/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be7c828734f889bfbcf349e76ffcbd0065e7b4889f6788bb623119e3bca69cc5 +size 1114465 diff --git a/results/moirai2/current_velocity/20T/short/predictions.npz b/results/moirai2/current_velocity/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..268ebc9647bb6fe0534840601db5cfed1234ab0c --- /dev/null +++ b/results/moirai2/current_velocity/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6eafbffbd766bbee7d6c55edff69d4baa69468ece839db36fa20551f92f10c87 +size 2228875 diff --git a/results/moirai2/current_velocity/5T/long/config.json b/results/moirai2/current_velocity/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c39ddfe2d691adb08c27d21039a9a3f90dda9919 --- /dev/null +++ b/results/moirai2/current_velocity/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/5T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/5T/long/metrics.npz b/results/moirai2/current_velocity/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..682f10eb03895c27d6106b08c676a085cd7f1de2 --- /dev/null +++ b/results/moirai2/current_velocity/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:597def836f3b7927f2aa0d575995b2e111aec898887307904277435652028b03 +size 3499 diff --git a/results/moirai2/current_velocity/5T/long/predictions.npz b/results/moirai2/current_velocity/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..94fdabf64af93288f861cff26953ce503278bf39 --- /dev/null +++ b/results/moirai2/current_velocity/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a09533d82064dc74b9c78c22e7a827dde63c57be6b29eb5eb4cfa97eef27bfe0 +size 189094 diff --git a/results/moirai2/current_velocity/5T/medium/config.json b/results/moirai2/current_velocity/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5d6af88aeb0eee06da2d30f59e3fbde121a5a89c --- /dev/null +++ b/results/moirai2/current_velocity/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/5T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/5T/medium/metrics.npz b/results/moirai2/current_velocity/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7bd88aefc6339e1da9ee510e91b8cf78e4c8a2fd --- /dev/null +++ b/results/moirai2/current_velocity/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86967f77239884b56269e26b4c86a43a9d2834ed72559352686d2cfc0bea6dfc +size 7286 diff --git a/results/moirai2/current_velocity/5T/medium/predictions.npz b/results/moirai2/current_velocity/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..34f325fd0f09ada081b21470ade26f8b609a3bbf --- /dev/null +++ b/results/moirai2/current_velocity/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bcd1189dfd78fde164971614776664910afee6a4afd50cce8dc835079e4c54ef +size 219580 diff --git a/results/moirai2/current_velocity/5T/short/config.json b/results/moirai2/current_velocity/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..80656056e9447656f64740c567b3eee6128b5017 --- /dev/null +++ b/results/moirai2/current_velocity/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/5T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/5T/short/metrics.npz b/results/moirai2/current_velocity/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b40cb535610db3473d56ab820cf8d60baf87de79 --- /dev/null +++ b/results/moirai2/current_velocity/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e99107e72b2bafa7a9d3e312345a8986c4935e738ccdec56ab82307b5f9eaec2 +size 43347 diff --git a/results/moirai2/current_velocity/5T/short/predictions.npz b/results/moirai2/current_velocity/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2ed8344b59715ee740927383c0c65988a523769e --- /dev/null +++ b/results/moirai2/current_velocity/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ac36af9a214f1bdcfb1b8945eac387f1ee50df3f233acb5825073482cebcdf0 +size 258657 diff --git a/results/moirai2/current_velocity/H/long/config.json b/results/moirai2/current_velocity/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c8f1694fbb201c27b00cb84f1474dfd651c2c4a1 --- /dev/null +++ b/results/moirai2/current_velocity/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/H/long", + "num_series": 21, + "num_windows": 2, + "num_variates": 6, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/H/long/metrics.npz b/results/moirai2/current_velocity/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8c2c69c986383f91ba87be5a6d60feb0dc8a32d7 --- /dev/null +++ b/results/moirai2/current_velocity/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3dbfd52fc02861c17489952a4d5a2d5a9fe205e17b99a25367977f52356ec7ef +size 16925 diff --git a/results/moirai2/current_velocity/H/long/predictions.npz b/results/moirai2/current_velocity/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..44f497b4cb9c6a81097db8e4bdc0bb75cca00f29 --- /dev/null +++ b/results/moirai2/current_velocity/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df38e6c5b3a0d6819a24b1c602ba2b8755cb1339a7633f656a7b4a062550fb6a +size 1022609 diff --git a/results/moirai2/current_velocity/H/medium/config.json b/results/moirai2/current_velocity/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..da27571ac5ebcd561d04a221e1f6f9a9a34dc814 --- /dev/null +++ b/results/moirai2/current_velocity/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/H/medium", + "num_series": 21, + "num_windows": 4, + "num_variates": 6, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/H/medium/metrics.npz b/results/moirai2/current_velocity/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..506d0e6154f408a24f06c867fb5629d64f9084c4 --- /dev/null +++ b/results/moirai2/current_velocity/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8e12678d1129d8f3dc1ebdd78e18d48777c9accbcc97383cabe192235c6503f +size 31685 diff --git a/results/moirai2/current_velocity/H/medium/predictions.npz b/results/moirai2/current_velocity/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..685d5b05e6572d53f8d9764a2895e904e24052da --- /dev/null +++ b/results/moirai2/current_velocity/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ecc42088b83ac1fca1eaea56905da66b1739fbe0adc420619fe7fa4e059cf383 +size 1076074 diff --git a/results/moirai2/current_velocity/H/short/config.json b/results/moirai2/current_velocity/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d6053031066d47bc56899cb685f7d9873eed84a8 --- /dev/null +++ b/results/moirai2/current_velocity/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/H/short", + "num_series": 21, + "num_windows": 28, + "num_variates": 6, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/current_velocity/H/short/metrics.npz b/results/moirai2/current_velocity/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c271fe9a88761ba301e3cc019710c1e9fe20e6bf --- /dev/null +++ b/results/moirai2/current_velocity/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5734fddd053874e5fd7e0200c384cf0df0ac556c86cfe0adeb2b52b40b72a4b9 +size 205852 diff --git a/results/moirai2/current_velocity/H/short/predictions.npz b/results/moirai2/current_velocity/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9cdb8aee751cb7608d29855cad52a1d5f7c4087e --- /dev/null +++ b/results/moirai2/current_velocity/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2ded05da441b451caf1357dbaa88c2e1c16447bad1b2349ba5fddfa5924b0dc +size 1139438 diff --git a/results/moirai2/epf_electricity_price/H/long/config.json b/results/moirai2/epf_electricity_price/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0c50f6db4d31436a565d331a649296a3837a4058 --- /dev/null +++ b/results/moirai2/epf_electricity_price/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "epf_electricity_price/H/long", + "num_series": 5, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/epf_electricity_price/H/long/metrics.npz b/results/moirai2/epf_electricity_price/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..621d26ffe6381f7e4495f723b2350c8f2c2cc127 --- /dev/null +++ b/results/moirai2/epf_electricity_price/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:278cfb390ee072f0825c871ae3eaff9a4f1ada3f5b0bbdbb93e7c7dcb8650379 +size 6347 diff --git a/results/moirai2/epf_electricity_price/H/long/predictions.npz b/results/moirai2/epf_electricity_price/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..14934ef287465f11206024c80dd9b1cb2fc25ce2 --- /dev/null +++ b/results/moirai2/epf_electricity_price/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f688a3f8983a372c950d1755cf5287332321938eabc7af6ad4e74a1d4a31d7d3 +size 176537 diff --git a/results/moirai2/epf_electricity_price/H/medium/config.json b/results/moirai2/epf_electricity_price/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b8e468527215cc6b2f672390503abb5317d7969a --- /dev/null +++ b/results/moirai2/epf_electricity_price/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "epf_electricity_price/H/medium", + "num_series": 5, + "num_windows": 35, + "num_variates": 1, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/epf_electricity_price/H/medium/metrics.npz b/results/moirai2/epf_electricity_price/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..eabb3bfc127252f17c527b9d6c63de62a5f33fae --- /dev/null +++ b/results/moirai2/epf_electricity_price/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13d947fabe6c8d2c3a90fb95b25482441ba42cefa23feefa9623a1dc85119cf7 +size 12162 diff --git a/results/moirai2/epf_electricity_price/H/medium/predictions.npz b/results/moirai2/epf_electricity_price/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e546508a5bbf1968abfc550c91445ed6384feee6 --- /dev/null +++ b/results/moirai2/epf_electricity_price/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:93f8de9172190e7977116a9df113407dc31aa86d9c509d3a0978b06040a4dcda +size 177647 diff --git a/results/moirai2/epf_electricity_price/H/short/config.json b/results/moirai2/epf_electricity_price/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3603d306214dc6f995c3b7fe2d2d8db2b7a29372 --- /dev/null +++ b/results/moirai2/epf_electricity_price/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "epf_electricity_price/H/short", + "num_series": 5, + "num_windows": 105, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_version": "2.0", + "model_size": "small" +} \ No newline at end of file diff --git a/results/moirai2/epf_electricity_price/H/short/metrics.npz b/results/moirai2/epf_electricity_price/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c90fd48002fa3ac1d465beef447b536efbaacf51 --- /dev/null +++ b/results/moirai2/epf_electricity_price/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d12248055ac18b40edd88624b5620356828d233d0f202b4ab4015c380b371bf7 +size 32216 diff --git a/results/moirai2/epf_electricity_price/H/short/predictions.npz b/results/moirai2/epf_electricity_price/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..be55c9d43848784e16dd0733f434f6b4dbcd721c --- /dev/null +++ b/results/moirai2/epf_electricity_price/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a809f5e7d626a212fb5dcc6b932ac49b681d58fe3525ca99f6347b76761ec9c +size 178295 diff --git a/results/moirai_base/Australia_Solar/H/long/config.json b/results/moirai_base/Australia_Solar/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9fb4d2c590d863d45e17853a5a9dd5a1cf1c6925 --- /dev/null +++ b/results/moirai_base/Australia_Solar/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Australia_Solar/H/long", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Australia_Solar/H/long/metrics.npz b/results/moirai_base/Australia_Solar/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..653a09b016c30ab4a5b8197edd19f53a4c1fe810 --- /dev/null +++ b/results/moirai_base/Australia_Solar/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f071d5f75727bae69a8fe4ab432425706252304d294c228ac9fa5a876733b488 +size 4534 diff --git a/results/moirai_base/Australia_Solar/H/long/predictions.npz b/results/moirai_base/Australia_Solar/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7c6a89d5b0a1ba59a3056023e613e7b9562945e9 --- /dev/null +++ b/results/moirai_base/Australia_Solar/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f9e79a596e4cae27a619a1be7c17c16968b432b2d1e4d5ab846b1890cb14f0a +size 124865 diff --git a/results/moirai_base/Australia_Solar/H/medium/config.json b/results/moirai_base/Australia_Solar/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ee1920ed6daba7ce64c889d77be1f03711532ee8 --- /dev/null +++ b/results/moirai_base/Australia_Solar/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Australia_Solar/H/medium", + "num_series": 1, + "num_windows": 35, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Australia_Solar/H/medium/metrics.npz b/results/moirai_base/Australia_Solar/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8b2f719bb720d203526de63b09b2319f052531d6 --- /dev/null +++ b/results/moirai_base/Australia_Solar/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:108608f89ef7e22e6b98c1cd8fdd5b96122cf04647a52ece1747bb740a0201fe +size 8352 diff --git a/results/moirai_base/Australia_Solar/H/medium/predictions.npz b/results/moirai_base/Australia_Solar/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d0d4f700b41453c09a77e31af8250dea4077b05a --- /dev/null +++ b/results/moirai_base/Australia_Solar/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e7d278e35092aef744a5aa20c152e3f1806e0fe10a50ec947586f287b6d2b1d +size 124808 diff --git a/results/moirai_base/Australia_Solar/H/short/config.json b/results/moirai_base/Australia_Solar/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c68e86b28d4d4cfdc4164cb3dead21dd23f9403a --- /dev/null +++ b/results/moirai_base/Australia_Solar/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Australia_Solar/H/short", + "num_series": 1, + "num_windows": 105, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Australia_Solar/H/short/metrics.npz b/results/moirai_base/Australia_Solar/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cb8dd36b20af3d2b8d391147ba6edfc010bb0866 --- /dev/null +++ b/results/moirai_base/Australia_Solar/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c70b93152fbe9824e684c20873ea64bbf2f7a5724e8c70a483288bccd9ebe19 +size 20756 diff --git a/results/moirai_base/Australia_Solar/H/short/predictions.npz b/results/moirai_base/Australia_Solar/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2f18e130c8f00d586f0b080b99bee37a90ff992d --- /dev/null +++ b/results/moirai_base/Australia_Solar/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc80ad168e449ab1868c4a5cf929cdb082c6143aef625c6e68c542de00b4a588 +size 124731 diff --git a/results/moirai_base/Auto_Production_SF/M/short/config.json b/results/moirai_base/Auto_Production_SF/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..90965e7c84bbb0588bc8a64b9cf9e187e5ccd63f --- /dev/null +++ b/results/moirai_base/Auto_Production_SF/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Auto_Production_SF/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Auto_Production_SF/M/short/metrics.npz b/results/moirai_base/Auto_Production_SF/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..29330007f2c421969b9a043973b5d5ad73f4556f --- /dev/null +++ b/results/moirai_base/Auto_Production_SF/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7d83b5fd802dffbb6d13afa06eabb993cf1620280de2dd54fddac759fac1251 +size 1828 diff --git a/results/moirai_base/Auto_Production_SF/M/short/predictions.npz b/results/moirai_base/Auto_Production_SF/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..89e0d92fa0da4806440d8463d8d30b30468bea20 --- /dev/null +++ b/results/moirai_base/Auto_Production_SF/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9d8dfa0fafbdfedefd674d529e55335a9cb242a12fc7bf37eaf1d2d9b737995 +size 1301 diff --git a/results/moirai_base/CPHL/15T/long/config.json b/results/moirai_base/CPHL/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6601d27316854d17e08c74fb0504f9e2e55bffd0 --- /dev/null +++ b/results/moirai_base/CPHL/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/15T/long", + "num_series": 2, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/CPHL/15T/long/metrics.npz b/results/moirai_base/CPHL/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..692cc5968be3813bb04cc6dcd40b93c49b2ae715 --- /dev/null +++ b/results/moirai_base/CPHL/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a41f532221b28cf1e53bae5df7b82209e9d9c9ab2970704b576478681a21127 +size 2173 diff --git a/results/moirai_base/CPHL/15T/long/predictions.npz b/results/moirai_base/CPHL/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c953543dccb27f3840615f9e130393fc054f76d7 --- /dev/null +++ b/results/moirai_base/CPHL/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf8b5ff2a0977da9e366c03b5084bd8ad9fffabbaeb033c5a135a07f49a1fc65 +size 41455 diff --git a/results/moirai_base/CPHL/15T/medium/config.json b/results/moirai_base/CPHL/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3d540c3966b27907f18aeb6abd6dddee53227d41 --- /dev/null +++ b/results/moirai_base/CPHL/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/15T/medium", + "num_series": 2, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/CPHL/15T/medium/metrics.npz b/results/moirai_base/CPHL/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..438a439184b4a5a17f6633da2baf071de569daf6 --- /dev/null +++ b/results/moirai_base/CPHL/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c3705bf996a3616081950e1c016515b6e7879d034f44c555192b4cc6625852d +size 3471 diff --git a/results/moirai_base/CPHL/15T/medium/predictions.npz b/results/moirai_base/CPHL/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..83ce2737fe01398c5041f2c6811b52ff3e51721a --- /dev/null +++ b/results/moirai_base/CPHL/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c46fd373fc515715f189a3b5a0b4e9e3013b7e9e8bf955134860c45e570061b +size 41613 diff --git a/results/moirai_base/CPHL/15T/short/config.json b/results/moirai_base/CPHL/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2a7ebfb3457223cbb691fd8c1654dde59b8357da --- /dev/null +++ b/results/moirai_base/CPHL/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/15T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/CPHL/15T/short/metrics.npz b/results/moirai_base/CPHL/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c7eff31cf7c5b499cf608a75345ca2455381cd40 --- /dev/null +++ b/results/moirai_base/CPHL/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10adbf777f38b1c815499fef35bdcf4073f2834b9c7a8bc0aa3b0ea55bc7f1c5 +size 15806 diff --git a/results/moirai_base/CPHL/15T/short/predictions.npz b/results/moirai_base/CPHL/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1c3aaa2dcd467e195aed8b46fad55b227a16f680 --- /dev/null +++ b/results/moirai_base/CPHL/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:785f5d03acbd29cb3461509d8d16815c6dcd5465fbcb100e9266263ad723081d +size 41284 diff --git a/results/moirai_base/CPHL/30T/long/config.json b/results/moirai_base/CPHL/30T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5e2cb49662e4dda45368b6e5d59123d17a3e58e3 --- /dev/null +++ b/results/moirai_base/CPHL/30T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/30T/long", + "num_series": 2, + "num_windows": 10, + "num_variates": 1, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/CPHL/30T/long/metrics.npz b/results/moirai_base/CPHL/30T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..106b5571070b9a48b41aaefc7e6742cc60d79b93 --- /dev/null +++ b/results/moirai_base/CPHL/30T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:acd063e61e693810d19706478cb83b1a0efe169d492959ec5eff09bbfe64ec33 +size 2831 diff --git a/results/moirai_base/CPHL/30T/long/predictions.npz b/results/moirai_base/CPHL/30T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e47495fc8435cc3e199f625c449b7682e870209b --- /dev/null +++ b/results/moirai_base/CPHL/30T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5cf2a8ba12e7b6a6568d22b5e64259d83facdb29e37382ccb4287288c3ae94a +size 41955 diff --git a/results/moirai_base/CPHL/30T/medium/config.json b/results/moirai_base/CPHL/30T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1260e0d013eb9b5ae9cdf050c8efe0e3a5904a79 --- /dev/null +++ b/results/moirai_base/CPHL/30T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/30T/medium", + "num_series": 2, + "num_windows": 30, + "num_variates": 1, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/CPHL/30T/medium/metrics.npz b/results/moirai_base/CPHL/30T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..09e9b8e17a24e1da989309f7079ec64d587ea3ef --- /dev/null +++ b/results/moirai_base/CPHL/30T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1be00e4d02e376ed4602015c3a8b94c0a97fdf4848c5da773ad754c58494875 +size 5463 diff --git a/results/moirai_base/CPHL/30T/medium/predictions.npz b/results/moirai_base/CPHL/30T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bb83c7ca7b979299d1310b2a8e6bc6d14aa62032 --- /dev/null +++ b/results/moirai_base/CPHL/30T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b068d6473239fdb9d9698fd55392c20548cdd44637c361403295f85c0805ef92 +size 42223 diff --git a/results/moirai_base/CPHL/30T/short/config.json b/results/moirai_base/CPHL/30T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f00aaa9e8d10d1bed4e26d6cf50d48e337f43671 --- /dev/null +++ b/results/moirai_base/CPHL/30T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/30T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/CPHL/30T/short/metrics.npz b/results/moirai_base/CPHL/30T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ee1ba7867a6d43de945904d9eee3c008ee70fe97 --- /dev/null +++ b/results/moirai_base/CPHL/30T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55b555015b0b5ead0e850d756288474fd76ee0876e84c2871a7b2e64c652ac8b +size 15922 diff --git a/results/moirai_base/CPHL/30T/short/predictions.npz b/results/moirai_base/CPHL/30T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3b77f6029c560be8b01c2ee78e11e6150e42e805 --- /dev/null +++ b/results/moirai_base/CPHL/30T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdc50a066738fa8cef816396a5d1f45b2c0a81078d9fa17b0c9ad27ac50a1a09 +size 42483 diff --git a/results/moirai_base/CPHL/H/long/config.json b/results/moirai_base/CPHL/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fe0cdaca2af9cfa1b365d0ebf6c60a7d9794ee29 --- /dev/null +++ b/results/moirai_base/CPHL/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/H/long", + "num_series": 4, + "num_windows": 2, + "num_variates": 1, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/CPHL/H/long/metrics.npz b/results/moirai_base/CPHL/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0b8ec5d51e67f8f1b3ac946cc805246ae5ec3cfa --- /dev/null +++ b/results/moirai_base/CPHL/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00b7c1d77c69eae89b879ee783f70232f10fad74dc34dd371d5ece6f150a1279 +size 2036 diff --git a/results/moirai_base/CPHL/H/long/predictions.npz b/results/moirai_base/CPHL/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..00513bde570d698bc1500d46ac29a2f71895f739 --- /dev/null +++ b/results/moirai_base/CPHL/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea51a691f0fa7295332def7babd5340b308117594252386d4dee304d58dc29b9 +size 39500 diff --git a/results/moirai_base/CPHL/H/medium/config.json b/results/moirai_base/CPHL/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2eb9942860d531030be1d91da2fc23dc2e3cf9e3 --- /dev/null +++ b/results/moirai_base/CPHL/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/H/medium", + "num_series": 4, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/CPHL/H/medium/metrics.npz b/results/moirai_base/CPHL/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4969fed26421fa51021d03134308c683318482ca --- /dev/null +++ b/results/moirai_base/CPHL/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:caa71c407650d50f2979dc22edb8bdb7b06ab9f7fc3cbb415f69ae544bce2161 +size 2559 diff --git a/results/moirai_base/CPHL/H/medium/predictions.npz b/results/moirai_base/CPHL/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..80b077f481f31370320024664748d2e33e3aec81 --- /dev/null +++ b/results/moirai_base/CPHL/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:91109b47002ffb02225d66d2f602bfee868d96256879b5f85e1ccb65b7110079 +size 39763 diff --git a/results/moirai_base/CPHL/H/short/config.json b/results/moirai_base/CPHL/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9b850c30c402d0d940b6819a0c6fdfb10c4b828f --- /dev/null +++ b/results/moirai_base/CPHL/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/H/short", + "num_series": 4, + "num_windows": 28, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/CPHL/H/short/metrics.npz b/results/moirai_base/CPHL/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..016a9ee15be47265b7f3c81c2061dcd81a39308e --- /dev/null +++ b/results/moirai_base/CPHL/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0623e80827ff6a510fdc5a57f9d956f9e8c93e258f8a22fa71a195797ca0d6c +size 8512 diff --git a/results/moirai_base/CPHL/H/short/predictions.npz b/results/moirai_base/CPHL/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..941a7cec21bd58d6b65c5f2c7558ef127d913c03 --- /dev/null +++ b/results/moirai_base/CPHL/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:075c5e93b28fe732efecb7da1edbc821016e94356d6d6874a2b9afd8c51a719b +size 39895 diff --git a/results/moirai_base/Coastal_T_S/15T/long/config.json b/results/moirai_base/Coastal_T_S/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9dbf5fd34c438796a759db03c18f98c30a507cdf --- /dev/null +++ b/results/moirai_base/Coastal_T_S/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Coastal_T_S/15T/long/metrics.npz b/results/moirai_base/Coastal_T_S/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..618a9dd8d1397ddda55720431895d8821c43fa1a --- /dev/null +++ b/results/moirai_base/Coastal_T_S/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e53904abfa878511812a638a0f8ae8f87cb28f63e776cb17a31c5c3abba802f +size 6310 diff --git a/results/moirai_base/Coastal_T_S/15T/long/predictions.npz b/results/moirai_base/Coastal_T_S/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..125576c901bfeac7eebd0af33f995bd307bc5f35 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4bdbe0cc29ce19fe969f074ed0372780c8f5517ace775700df0d9d59634c7039 +size 151677 diff --git a/results/moirai_base/Coastal_T_S/15T/medium/config.json b/results/moirai_base/Coastal_T_S/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1e58f264e11243ccadc58faec083bc3f1db935c8 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Coastal_T_S/15T/medium/metrics.npz b/results/moirai_base/Coastal_T_S/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3e4e5a748fa50f3bcce5bd3e589aac28fc2456af --- /dev/null +++ b/results/moirai_base/Coastal_T_S/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b43f3db1aedd590d47ea894eb6d5c34262a9239ca85f2d2f5c037000dff826e +size 14920 diff --git a/results/moirai_base/Coastal_T_S/15T/medium/predictions.npz b/results/moirai_base/Coastal_T_S/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d2a2d9dcbff24182db59b80fba3ca561294b0d97 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c45042ec03957051296c23e73392fd7df64974d6a23bd1464fb0e9f5dc56bf63 +size 154052 diff --git a/results/moirai_base/Coastal_T_S/15T/short/config.json b/results/moirai_base/Coastal_T_S/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5e0199ac8915ff2820c67332b1629e81f1a831b9 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Coastal_T_S/15T/short/metrics.npz b/results/moirai_base/Coastal_T_S/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fc16e409cf995580cd32db187656fc974a7344a6 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f268a5f36052caca3fd578c933242d2e2b17e31e0d7ab38fd1a68423512c06a +size 103845 diff --git a/results/moirai_base/Coastal_T_S/15T/short/predictions.npz b/results/moirai_base/Coastal_T_S/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..672daabf73e8499c4a1e497e3040377f5d7dc303 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d504dd224745978a0e4e63568bf5902f4451a4f5289f9a5e48579fd6aadef026 +size 161148 diff --git a/results/moirai_base/Coastal_T_S/20T/long/config.json b/results/moirai_base/Coastal_T_S/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8077f45e7629bf43dcd99dd0dd43f36d0e1a3290 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/20T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/20T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Coastal_T_S/20T/long/metrics.npz b/results/moirai_base/Coastal_T_S/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4161a328bc88f122deaccb31068b8220698c697f --- /dev/null +++ b/results/moirai_base/Coastal_T_S/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f802db28b62e7d8c11283f0244b87d6993dde952cd5514112ccbb8cc2ab50857 +size 2497 diff --git a/results/moirai_base/Coastal_T_S/20T/long/predictions.npz b/results/moirai_base/Coastal_T_S/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8633f68c9690a072e10f5a8ff8d985eac7726fec --- /dev/null +++ b/results/moirai_base/Coastal_T_S/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43e3639e944c340be84f6c3e670b94b6b8740940fb0bb085c38c08ab5382cb2c +size 27347 diff --git a/results/moirai_base/Coastal_T_S/20T/medium/config.json b/results/moirai_base/Coastal_T_S/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2f98f25040f6b99d058596c2873461f7767a4846 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/20T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/20T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Coastal_T_S/20T/medium/metrics.npz b/results/moirai_base/Coastal_T_S/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8310597140072385a0c9b84cfafa617728e23aeb --- /dev/null +++ b/results/moirai_base/Coastal_T_S/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9fae501e45b6edd6376fa218754afd64e613612ff83b177500370c1ed33fe35 +size 4404 diff --git a/results/moirai_base/Coastal_T_S/20T/medium/predictions.npz b/results/moirai_base/Coastal_T_S/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ec3c400454edf814e3ee9055e38a0366fc7fb23d --- /dev/null +++ b/results/moirai_base/Coastal_T_S/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8678e03226670e4d4987d79af1fe4f6b96fa63a39cfc88ac295bcf79706ba47 +size 27248 diff --git a/results/moirai_base/Coastal_T_S/20T/short/config.json b/results/moirai_base/Coastal_T_S/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8df900484f8e44007d6080360fe3c19100a2ae92 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/20T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/20T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Coastal_T_S/20T/short/metrics.npz b/results/moirai_base/Coastal_T_S/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..816031a380a873559e617cc89632e70d96cfb5cb --- /dev/null +++ b/results/moirai_base/Coastal_T_S/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d0d3431202dae18636121d245b069cd139ffe979244019de66aa57666dbb414 +size 22028 diff --git a/results/moirai_base/Coastal_T_S/20T/short/predictions.npz b/results/moirai_base/Coastal_T_S/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6d5e093290ddd132b5c8c2f9f26519f578dac69d --- /dev/null +++ b/results/moirai_base/Coastal_T_S/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed73e1b519650dd6a7f10e8eea870005430aa92f50b21e83b639e540f416f35a +size 25778 diff --git a/results/moirai_base/Coastal_T_S/5T/long/config.json b/results/moirai_base/Coastal_T_S/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bdf4091c4617cdd189bbf21e0d2cb5bc024912ab --- /dev/null +++ b/results/moirai_base/Coastal_T_S/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/5T/long", + "num_series": 18, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Coastal_T_S/5T/long/metrics.npz b/results/moirai_base/Coastal_T_S/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..92f8c7f0b3380f917bde89f8264afc1b17f11b50 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a02e20076feb40853ae2d4949eefa2a153a48ec240b7550de2970628c45433c4 +size 17823 diff --git a/results/moirai_base/Coastal_T_S/5T/long/predictions.npz b/results/moirai_base/Coastal_T_S/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4a3962aa413dcd94487940f309d4d44fbbbb0682 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a62b17ae4e224a6040bbb377c4b6a817ea1b1594e4f51aee3af171aa190ba487 +size 1643433 diff --git a/results/moirai_base/Coastal_T_S/5T/medium/config.json b/results/moirai_base/Coastal_T_S/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6358278b9c1df3d0acd2e2524550f0650dcb12cc --- /dev/null +++ b/results/moirai_base/Coastal_T_S/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/5T/medium", + "num_series": 18, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Coastal_T_S/5T/medium/metrics.npz b/results/moirai_base/Coastal_T_S/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9745605bf794ff3da4d529d1f01e39f14446cdec --- /dev/null +++ b/results/moirai_base/Coastal_T_S/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2bcb466730205b757770e47af397f684c88f8553197afcdd2fadd83f0fb69c5b +size 48789 diff --git a/results/moirai_base/Coastal_T_S/5T/medium/predictions.npz b/results/moirai_base/Coastal_T_S/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..841c576aa31206397f3dc8a7478902263e8b88b1 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aab1d5836ccc4ae696ebee5ce4dfacebf59a45dd4b001411c26c0fc2352101c2 +size 1630943 diff --git a/results/moirai_base/Coastal_T_S/5T/short/config.json b/results/moirai_base/Coastal_T_S/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..70817c7a478c0f4910681fbc57afe760e003b9e8 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/5T/short", + "num_series": 18, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Coastal_T_S/5T/short/metrics.npz b/results/moirai_base/Coastal_T_S/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9bf9ed22bd90ed81d0587cf206805d89e9eb24fa --- /dev/null +++ b/results/moirai_base/Coastal_T_S/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:364b6135332007b0295018f4d00d11a0035cc53f17e6c1063dc86a112a5210b6 +size 371089 diff --git a/results/moirai_base/Coastal_T_S/5T/short/predictions.npz b/results/moirai_base/Coastal_T_S/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f48b6541c2f1c6c174f8522ce68577a7e2494e04 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c3f2ef32c1d67e69b50970fbfaeab30b4a146bdb95af49b07a74908b5e7cf5f9 +size 1586640 diff --git a/results/moirai_base/Coastal_T_S/H/long/config.json b/results/moirai_base/Coastal_T_S/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..665c97f59a7642c5e7228f177031a30c642a3f14 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/H/long", + "num_series": 24, + "num_windows": 2, + "num_variates": 3, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Coastal_T_S/H/long/metrics.npz b/results/moirai_base/Coastal_T_S/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..17dcbdd0515fd59127356fed635e92bcbebd2ca5 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:620d147d53ffa5a70dbb194a82159180ad10a54c9bab055fef8f3d1ba75c851f +size 10414 diff --git a/results/moirai_base/Coastal_T_S/H/long/predictions.npz b/results/moirai_base/Coastal_T_S/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f2006987fcb14e564595c488a8cf28637b8bf328 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd6c046222aace35131be1bb8bc8383a03742e0858ca4d73969067464b225cdd +size 387296 diff --git a/results/moirai_base/Coastal_T_S/H/medium/config.json b/results/moirai_base/Coastal_T_S/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..10676ef48c520e2f642d4f4f030f9e9d53aff9b2 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/H/medium", + "num_series": 24, + "num_windows": 4, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Coastal_T_S/H/medium/metrics.npz b/results/moirai_base/Coastal_T_S/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..80512ebc44108643f3fbe88ecf538038b9269d60 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a45af71852e56982b6ba45a70cfc1bbb421e6449f96624214231ec4dea87f83e +size 18688 diff --git a/results/moirai_base/Coastal_T_S/H/medium/predictions.npz b/results/moirai_base/Coastal_T_S/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..073065e71aa417252e516ddc44098400a30471e2 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8553d82eb8f77c9543df4405f8a068e4925cba9f71673f59e3850ac032c67d2f +size 393993 diff --git a/results/moirai_base/Coastal_T_S/H/short/config.json b/results/moirai_base/Coastal_T_S/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a11998009cd45eb78de552983ad675b2ec8d6dce --- /dev/null +++ b/results/moirai_base/Coastal_T_S/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/H/short", + "num_series": 24, + "num_windows": 28, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Coastal_T_S/H/short/metrics.npz b/results/moirai_base/Coastal_T_S/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fe503a699d3177e99177296eed363402c84060b7 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77c5f500b3a9a9c6edb9115b1ff5455aada357e14dc08d422ae8771a5473eee0 +size 116105 diff --git a/results/moirai_base/Coastal_T_S/H/short/predictions.npz b/results/moirai_base/Coastal_T_S/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bac496cf6e0117f55e25547128b3016111590f63 --- /dev/null +++ b/results/moirai_base/Coastal_T_S/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a7032b6af78a3f4a64274b0ab02c775db1803f05944489cdc26a30e11297678 +size 390231 diff --git a/results/moirai_base/Commodity_Import/M/short/config.json b/results/moirai_base/Commodity_Import/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..600c7662c191b7cf885c80ae8898d7f6faca047a --- /dev/null +++ b/results/moirai_base/Commodity_Import/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Commodity_Import/M/short", + "num_series": 8, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Commodity_Import/M/short/metrics.npz b/results/moirai_base/Commodity_Import/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0706e663e2266eb3fedb093153906c5684939e9b --- /dev/null +++ b/results/moirai_base/Commodity_Import/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30d7484ee81d5a5c5310504da36d30c8eb3e61f4911cda56c6c8805465150c90 +size 4095 diff --git a/results/moirai_base/Commodity_Import/M/short/predictions.npz b/results/moirai_base/Commodity_Import/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..122ad3fedb277509e1bdc1f24a5769d4ff57d83b --- /dev/null +++ b/results/moirai_base/Commodity_Import/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3403dafdc17cee3dd29f34b18f025cc98ddceeb720a75a24ca0d7b10d891ae6 +size 7946 diff --git a/results/moirai_base/Commodity_Production/M/short/config.json b/results/moirai_base/Commodity_Production/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a72b7e78befd4e36c7c0250ad937c52cf7045644 --- /dev/null +++ b/results/moirai_base/Commodity_Production/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Commodity_Production/M/short", + "num_series": 32, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Commodity_Production/M/short/metrics.npz b/results/moirai_base/Commodity_Production/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f6bb84f88ebce085754e68d93d723c40248fe6bb --- /dev/null +++ b/results/moirai_base/Commodity_Production/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c3173de72d4cf73772320c669ef4d7c1ac5dac74113e7f124d70178dc984602 +size 11207 diff --git a/results/moirai_base/Commodity_Production/M/short/predictions.npz b/results/moirai_base/Commodity_Production/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b08b7062ee8f009d249d2ff38960af5a66956153 --- /dev/null +++ b/results/moirai_base/Commodity_Production/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbde0780c5c8a32a991472559ec532b3a28304fdafd782198c9a80d39a4a1144 +size 29660 diff --git a/results/moirai_base/Crypto/D/short/config.json b/results/moirai_base/Crypto/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9deb9a48d6602b24ee5f0918ea0c4e2ab6f37708 --- /dev/null +++ b/results/moirai_base/Crypto/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Crypto/D/short", + "num_series": 1, + "num_windows": 9, + "num_variates": 4, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Crypto/D/short/metrics.npz b/results/moirai_base/Crypto/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9f1d8b6167ab929817d834f8690d05e4baada25d --- /dev/null +++ b/results/moirai_base/Crypto/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e830893cfbfdfceb8b263e7f0c788314e102d5c8eb21d3a516ddab0fe62426c6 +size 3853 diff --git a/results/moirai_base/Crypto/D/short/predictions.npz b/results/moirai_base/Crypto/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4c3c6918efbf86e2e434f843ea5c687fb04850e3 --- /dev/null +++ b/results/moirai_base/Crypto/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53a00555bc344157c988c21f7d43f2c435577886a4aea97479515eedcca0d956 +size 16119 diff --git a/results/moirai_base/ECDC_COVID/D/short/config.json b/results/moirai_base/ECDC_COVID/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..66637383eaa427f18c6cb78e34f5c9588d2c31f3 --- /dev/null +++ b/results/moirai_base/ECDC_COVID/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "ECDC_COVID/D/short", + "num_series": 9, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/ECDC_COVID/D/short/metrics.npz b/results/moirai_base/ECDC_COVID/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d926f19365e77ccf79bcc16d48b15802466c7e08 --- /dev/null +++ b/results/moirai_base/ECDC_COVID/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:348eeed339c4e905634e4cf714384f1089e26a1d232892fd176637f4298939d9 +size 4446 diff --git a/results/moirai_base/ECDC_COVID/D/short/predictions.npz b/results/moirai_base/ECDC_COVID/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b6ea5aed0b049ae2485ea4b4131fa17c5595fe50 --- /dev/null +++ b/results/moirai_base/ECDC_COVID/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67fed23ead431496c07259902e2037e25383366382967073c6102ac88c911243 +size 22148 diff --git a/results/moirai_base/ECDC_COVID/W/short/config.json b/results/moirai_base/ECDC_COVID/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..60a3093a66469f1d9c4c92b9c02b92d2321a70b2 --- /dev/null +++ b/results/moirai_base/ECDC_COVID/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "ECDC_COVID/W/short", + "num_series": 16, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/ECDC_COVID/W/short/metrics.npz b/results/moirai_base/ECDC_COVID/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c514e687c075d130b72aabe4a2e394f70d20509a --- /dev/null +++ b/results/moirai_base/ECDC_COVID/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9f7ed0492c3acaac30f3142181919f551ed56f3e630766f048078ca593eb197 +size 5689 diff --git a/results/moirai_base/ECDC_COVID/W/short/predictions.npz b/results/moirai_base/ECDC_COVID/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e3071439416dd43489ba0392973ccf88e8e82f75 --- /dev/null +++ b/results/moirai_base/ECDC_COVID/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a761b8ce272c3485f79703addbbc861a28928c0c15283d0a086fba1fda8f892d +size 14323 diff --git a/results/moirai_base/EWELD_Load/15T/long/config.json b/results/moirai_base/EWELD_Load/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1405309f8dba4323226b0e467fc3e828822c4db4 --- /dev/null +++ b/results/moirai_base/EWELD_Load/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "EWELD_Load/15T/long", + "num_series": 1, + "num_windows": 2, + "num_variates": 10, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/EWELD_Load/15T/long/metrics.npz b/results/moirai_base/EWELD_Load/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d04d9aa9d998cefdbacaee957e2c7c9b77a5f1cc --- /dev/null +++ b/results/moirai_base/EWELD_Load/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f188581293f35f651adb976d41e2bc609c03bfb316b65bc9f30e37589bf1a5f1 +size 2842 diff --git a/results/moirai_base/EWELD_Load/15T/long/predictions.npz b/results/moirai_base/EWELD_Load/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..624caa139626fbfcb2b57b73b1da6e2a9d3c099f --- /dev/null +++ b/results/moirai_base/EWELD_Load/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ca0e90357c73c57a6f2c9efe6e74bdb9dfc9ee84d755e6570a0a32868cd0502 +size 207255 diff --git a/results/moirai_base/EWELD_Load/15T/medium/config.json b/results/moirai_base/EWELD_Load/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dc1e5c0b907fe3e64bd4f725df34f4879b3e1292 --- /dev/null +++ b/results/moirai_base/EWELD_Load/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "EWELD_Load/15T/medium", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/EWELD_Load/15T/medium/metrics.npz b/results/moirai_base/EWELD_Load/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0f42e62f8a977ee868f959e17fdc6e0e9413f900 --- /dev/null +++ b/results/moirai_base/EWELD_Load/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6135ea054fee1638ddd06bd052a1826893cdff397f75bf07449b425aa14d54e +size 10219 diff --git a/results/moirai_base/EWELD_Load/15T/medium/predictions.npz b/results/moirai_base/EWELD_Load/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..935b35d07924b463b0806d33253cd15b59732fe3 --- /dev/null +++ b/results/moirai_base/EWELD_Load/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c87ae80d850a69b65960e964d427a51d6cb869b2c440de1c50dd3aa4fd380855 +size 212632 diff --git a/results/moirai_base/EWELD_Load/15T/short/config.json b/results/moirai_base/EWELD_Load/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cc239ab9cf6709a086b1288ad91113677f82b3f0 --- /dev/null +++ b/results/moirai_base/EWELD_Load/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "EWELD_Load/15T/short", + "num_series": 1, + "num_windows": 56, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/EWELD_Load/15T/short/metrics.npz b/results/moirai_base/EWELD_Load/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b5c989a7d81fbe2cb0dcedb9a031044b925b7f33 --- /dev/null +++ b/results/moirai_base/EWELD_Load/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa37e1949816abb85d8a953423e832df61531681876d371ef7cea8a39f96b48e +size 34589 diff --git a/results/moirai_base/EWELD_Load/15T/short/predictions.npz b/results/moirai_base/EWELD_Load/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..16b3f9debfe8050413a43461eb47b0efd0b83883 --- /dev/null +++ b/results/moirai_base/EWELD_Load/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13a4e45e95a118d40041764d13e9725ef5a7c61768568b1ecb2f2d1ffaae0ad3 +size 214765 diff --git a/results/moirai_base/Finland_Traffic/15T/long/config.json b/results/moirai_base/Finland_Traffic/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8792f81282646477a5ae16dd4c874540994a49bf --- /dev/null +++ b/results/moirai_base/Finland_Traffic/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Finland_Traffic/15T/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Finland_Traffic/15T/long/metrics.npz b/results/moirai_base/Finland_Traffic/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ef55e4c9220f00b3be90acf86ebd507f01618d9d --- /dev/null +++ b/results/moirai_base/Finland_Traffic/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ee6ed180e5a27666b554f490132386aaba7541e72799eb22752d3996f91c872 +size 1767 diff --git a/results/moirai_base/Finland_Traffic/15T/long/predictions.npz b/results/moirai_base/Finland_Traffic/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ec8eda976c0e7ae32d4c0fc9ff566399928f0ee3 --- /dev/null +++ b/results/moirai_base/Finland_Traffic/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e48766a9cdd147b15c956afd1627ff1f0afebe5b97ccdb162bb4aac31fa00957 +size 42823 diff --git a/results/moirai_base/Finland_Traffic/15T/medium/config.json b/results/moirai_base/Finland_Traffic/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7bbedad21c5c953244c24d71d3370a0ddd02ce92 --- /dev/null +++ b/results/moirai_base/Finland_Traffic/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Finland_Traffic/15T/medium", + "num_series": 1, + "num_windows": 31, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Finland_Traffic/15T/medium/metrics.npz b/results/moirai_base/Finland_Traffic/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1140a35a2897e1fa53c5e60dbf40d8fe1ec02e8d --- /dev/null +++ b/results/moirai_base/Finland_Traffic/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:822cc3c5388e5ac08774ceed077833853b9abddbd48a220dbe790561c7f499c1 +size 3507 diff --git a/results/moirai_base/Finland_Traffic/15T/medium/predictions.npz b/results/moirai_base/Finland_Traffic/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a439ca98d48713b5a2601fd99a821f7d0a25cbc3 --- /dev/null +++ b/results/moirai_base/Finland_Traffic/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b97d3ed0a350c067419e129fa902546aa3b0cd0d701947edf362c6bf3ddd0f2d +size 47134 diff --git a/results/moirai_base/Finland_Traffic/15T/short/config.json b/results/moirai_base/Finland_Traffic/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2d910a30461cd6eb29b67f49111149d850d26de3 --- /dev/null +++ b/results/moirai_base/Finland_Traffic/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Finland_Traffic/15T/short", + "num_series": 1, + "num_windows": 186, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Finland_Traffic/15T/short/metrics.npz b/results/moirai_base/Finland_Traffic/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..799ca8bec60bbe9f4a5e2ac4dc2452ddf27607d9 --- /dev/null +++ b/results/moirai_base/Finland_Traffic/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:719bb89a232b4b21f2b7b02abbe3cc6ebd5f478b579bba2b44f65c5f8d91322f +size 12673 diff --git a/results/moirai_base/Finland_Traffic/15T/short/predictions.npz b/results/moirai_base/Finland_Traffic/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9484d4bde15f85687e08d4be0bc1ebcb8c3f38a4 --- /dev/null +++ b/results/moirai_base/Finland_Traffic/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e2373189f6c1324600230a8cc1f313edef024bd43c44078cd53459b572ddc9a +size 47155 diff --git a/results/moirai_base/Global_Influenza/W/short/config.json b/results/moirai_base/Global_Influenza/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2ffb310e72473986ced1e1c6ad21d0b20f817d2d --- /dev/null +++ b/results/moirai_base/Global_Influenza/W/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Global_Influenza/W/short", + "num_series": 15, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Global_Influenza/W/short/metrics.npz b/results/moirai_base/Global_Influenza/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fa1be0ffe080293f517188950efb66fa05189c4f --- /dev/null +++ b/results/moirai_base/Global_Influenza/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6efc5e09a469bee6d92e4e513f495677ac480221cca3b12d5da164e0061e6ec1 +size 15853 diff --git a/results/moirai_base/Global_Influenza/W/short/predictions.npz b/results/moirai_base/Global_Influenza/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..10ba8a667f2914fb9c2ec84ff7f9d541ec59c5a1 --- /dev/null +++ b/results/moirai_base/Global_Influenza/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d4183c21a732bf73eaf825801702eb3cc155150df6f66198988ad0b1704c7de +size 51819 diff --git a/results/moirai_base/Global_Price/Q/short/config.json b/results/moirai_base/Global_Price/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a6c71dd162391a1315099022d8bcb9fa023ddb4a --- /dev/null +++ b/results/moirai_base/Global_Price/Q/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Global_Price/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 60, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "univariate" +} \ No newline at end of file diff --git a/results/moirai_base/Global_Price/Q/short/metrics.npz b/results/moirai_base/Global_Price/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6553705386bf27efe21153688892acaf378ee26e --- /dev/null +++ b/results/moirai_base/Global_Price/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00be16be3767b3665ec13f3e98247f396e03b5eb4b83802344a5ad4a3cb58aee +size 19138 diff --git a/results/moirai_base/Global_Price/Q/short/predictions.npz b/results/moirai_base/Global_Price/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..542c8fffe49ee4fa04cc082f4c04c7190e19edac --- /dev/null +++ b/results/moirai_base/Global_Price/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1c097043a183c1f04100c2bb0343c48301c42e9d66520250e3afbebd7f7beb9 +size 20140 diff --git a/results/moirai_base/Housing_Inventory/M/short/config.json b/results/moirai_base/Housing_Inventory/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..18b30aff4028020bb65f89f7fc5f3af4b79c198c --- /dev/null +++ b/results/moirai_base/Housing_Inventory/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Housing_Inventory/M/short", + "num_series": 1, + "num_windows": 3, + "num_variates": 4, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Housing_Inventory/M/short/metrics.npz b/results/moirai_base/Housing_Inventory/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b4f7da2ed611e92f9b0638b4e05d41a364d5daa2 --- /dev/null +++ b/results/moirai_base/Housing_Inventory/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf100e21fa78f12c6c7b916daf774691a6c5a4ddf8c5a4915e6602607ea34f03 +size 2278 diff --git a/results/moirai_base/Housing_Inventory/M/short/predictions.npz b/results/moirai_base/Housing_Inventory/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e7b2c49acf2bf577efcb4ba36b648ee47271b9eb --- /dev/null +++ b/results/moirai_base/Housing_Inventory/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f49afcc996bc830a4c05ce3d06a031204cdb43082946fba77d37a662b42596d3 +size 2624 diff --git a/results/moirai_base/JOLTS/M/short/config.json b/results/moirai_base/JOLTS/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4bcdba2a2e92ecbf89525959efb8a6994f9a77cc --- /dev/null +++ b/results/moirai_base/JOLTS/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "JOLTS/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/JOLTS/M/short/metrics.npz b/results/moirai_base/JOLTS/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9fa0052351ceb178d1483b5d67b1a9f8e6cf79e4 --- /dev/null +++ b/results/moirai_base/JOLTS/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a466f110170fbe317075a161104a92e290ca3398e66a0db10bc5e1b2040aa07 +size 3443 diff --git a/results/moirai_base/JOLTS/M/short/predictions.npz b/results/moirai_base/JOLTS/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..35966c698602205aec53f9e9af6ae25c2bb052e7 --- /dev/null +++ b/results/moirai_base/JOLTS/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c47a16532c01f30a86f1348b08b4d5772f2789a10cfb14b8905c8358d7bb43e +size 5935 diff --git a/results/moirai_base/Job_Claims/W/short/config.json b/results/moirai_base/Job_Claims/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9703245a14737b7349dd1d2a1cacf6fe3e43a6f0 --- /dev/null +++ b/results/moirai_base/Job_Claims/W/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Job_Claims/W/short", + "num_series": 1, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Job_Claims/W/short/metrics.npz b/results/moirai_base/Job_Claims/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5c6274e1761e038ca6a58c53c726d139d470bf96 --- /dev/null +++ b/results/moirai_base/Job_Claims/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1fcab2e52ae4ce4de3e709ad7e2bf4188111f846032d8d3c2f5d30920ae5796e +size 2022 diff --git a/results/moirai_base/Job_Claims/W/short/predictions.npz b/results/moirai_base/Job_Claims/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..60ff988255251ff330a4de526728dc714776a12d --- /dev/null +++ b/results/moirai_base/Job_Claims/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3efb7bf9b2641e0b4022de7a40c35c72bd09aed5604b16e9ebe99db44fae7f4 +size 1716 diff --git a/results/moirai_base/MetroPT-3/5T/long/config.json b/results/moirai_base/MetroPT-3/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8c4559620326cf864eff593624a540fc9ac7c1da --- /dev/null +++ b/results/moirai_base/MetroPT-3/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "MetroPT-3/5T/long", + "num_series": 1, + "num_windows": 3, + "num_variates": 6, + "prediction_length": 576, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/MetroPT-3/5T/long/metrics.npz b/results/moirai_base/MetroPT-3/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c56d49a863a1864b0f6aa0870c74ba526e7e211e --- /dev/null +++ b/results/moirai_base/MetroPT-3/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd1c4f047a6a167c39135b621b9e1dbc8db2a142faad6e8bb5e45ccbfd61e162 +size 2712 diff --git a/results/moirai_base/MetroPT-3/5T/long/predictions.npz b/results/moirai_base/MetroPT-3/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b277323670b9ce6db998beb4cf54462011414b13 --- /dev/null +++ b/results/moirai_base/MetroPT-3/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:007d2ba9d04c91278abdd4bc287cc16f495ff721c2385d246c79fbe0ede541e4 +size 139427 diff --git a/results/moirai_base/MetroPT-3/5T/medium/config.json b/results/moirai_base/MetroPT-3/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..feaa49c5fce4ab886f1e7a66ffb638532b46dd1c --- /dev/null +++ b/results/moirai_base/MetroPT-3/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "MetroPT-3/5T/medium", + "num_series": 1, + "num_windows": 6, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/MetroPT-3/5T/medium/metrics.npz b/results/moirai_base/MetroPT-3/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..06a249a373cce26b1877b0b5f34d90d02b7b9941 --- /dev/null +++ b/results/moirai_base/MetroPT-3/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffdd100db4689af51b3a9ddcb9a791427bc3815ada38429c9d3a49c16a1cc231 +size 3913 diff --git a/results/moirai_base/MetroPT-3/5T/medium/predictions.npz b/results/moirai_base/MetroPT-3/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4ac9cadab8095560550395f1f2190e4dc53b6d03 --- /dev/null +++ b/results/moirai_base/MetroPT-3/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67c2f2bf379061d00cd1987d453756d88ca2c1e2f2ecf8db758a97b3b6b46a86 +size 142103 diff --git a/results/moirai_base/MetroPT-3/5T/short/config.json b/results/moirai_base/MetroPT-3/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bd12189e0fe070fd5036f3c1a23bea852f20a619 --- /dev/null +++ b/results/moirai_base/MetroPT-3/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "MetroPT-3/5T/short", + "num_series": 1, + "num_windows": 36, + "num_variates": 6, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/MetroPT-3/5T/short/metrics.npz b/results/moirai_base/MetroPT-3/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f9195ce636637e490aff0af0a9292c3173935667 --- /dev/null +++ b/results/moirai_base/MetroPT-3/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf7d1d5fcfca739fe51b74eab5f1d66650b41457d345e3e4414f5cb409d98079 +size 14418 diff --git a/results/moirai_base/MetroPT-3/5T/short/predictions.npz b/results/moirai_base/MetroPT-3/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0f7c9b1f7183456ee5721a156535b528d1a24d15 --- /dev/null +++ b/results/moirai_base/MetroPT-3/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d8be79250bbfe04488f41a5b6a311611633acc2f26f9812b0a6d5906f8fde7e +size 149548 diff --git a/results/moirai_base/NE_China_Wind/H/long/config.json b/results/moirai_base/NE_China_Wind/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..377c1aae4a6ec32e24e9a9af92496876f5574593 --- /dev/null +++ b/results/moirai_base/NE_China_Wind/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "NE_China_Wind/H/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/NE_China_Wind/H/long/metrics.npz b/results/moirai_base/NE_China_Wind/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b96c79b26df8df7f693a04b83ad15fe3a62f42d1 --- /dev/null +++ b/results/moirai_base/NE_China_Wind/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd44ec0448d0ed8a912e1b7973e639c5d5f104041f78a08ede9fdf83bd3aa17f +size 2566 diff --git a/results/moirai_base/NE_China_Wind/H/long/predictions.npz b/results/moirai_base/NE_China_Wind/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e7465291443c8c08cc489fa10f4a8ad97f51a880 --- /dev/null +++ b/results/moirai_base/NE_China_Wind/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1551f21c9810b9b110ba910afae5186fed22d995e84bfd501953167fa5aa9e2e +size 43616 diff --git a/results/moirai_base/NE_China_Wind/H/medium/config.json b/results/moirai_base/NE_China_Wind/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..98928c28b34d953b8f46e7931f4dc65adb657326 --- /dev/null +++ b/results/moirai_base/NE_China_Wind/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "NE_China_Wind/H/medium", + "num_series": 1, + "num_windows": 10, + "num_variates": 4, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/NE_China_Wind/H/medium/metrics.npz b/results/moirai_base/NE_China_Wind/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1f93ae3ee874bb140343a1bf5358f46362e1c384 --- /dev/null +++ b/results/moirai_base/NE_China_Wind/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c8945bb6abe7a39a68e13371e6bc85780b7ba529e0f9fd2d73e11286ad03b2f +size 4155 diff --git a/results/moirai_base/NE_China_Wind/H/medium/predictions.npz b/results/moirai_base/NE_China_Wind/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5af4e3e2d0f2b13433ab152bdc27459db1f5c725 --- /dev/null +++ b/results/moirai_base/NE_China_Wind/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d74c841efe2bf6f7c9b6e8358f20ad8d87fb118b78bb39c1e0289e261c42696f +size 46870 diff --git a/results/moirai_base/NE_China_Wind/H/short/config.json b/results/moirai_base/NE_China_Wind/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..294eefe55bede78a5346b75a001bac1609155427 --- /dev/null +++ b/results/moirai_base/NE_China_Wind/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "NE_China_Wind/H/short", + "num_series": 1, + "num_windows": 30, + "num_variates": 4, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/NE_China_Wind/H/short/metrics.npz b/results/moirai_base/NE_China_Wind/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0ff2c99f9dabcbb433d46e35437ea4b3b757d526 --- /dev/null +++ b/results/moirai_base/NE_China_Wind/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6172bf0cd93a7564a5be4804835c9b66d7933be4906e12c5868ac33bba54053 +size 8966 diff --git a/results/moirai_base/NE_China_Wind/H/short/predictions.npz b/results/moirai_base/NE_China_Wind/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..af53cb9308706f0d7ed4966b630e5b7b7ec06cd9 --- /dev/null +++ b/results/moirai_base/NE_China_Wind/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a94e63b26671043e3ca29f45bcd7449e900a6de066fee30f740178f40233d80 +size 46326 diff --git a/results/moirai_base/Oil_Price/B/short/config.json b/results/moirai_base/Oil_Price/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..96e3b29dfd926464987e95e41f9362f6e7e77ff4 --- /dev/null +++ b/results/moirai_base/Oil_Price/B/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Oil_Price/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 12, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Oil_Price/B/short/metrics.npz b/results/moirai_base/Oil_Price/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..af8dc3dabd789d12e3a61968e75463d938c9aca5 --- /dev/null +++ b/results/moirai_base/Oil_Price/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:174d06fa09a7dab009caefb9bbbcfd6e6fb08a69c9ca4ca6430bae4ba781bd8e +size 26401 diff --git a/results/moirai_base/Oil_Price/B/short/predictions.npz b/results/moirai_base/Oil_Price/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..36ef3e06acfe6d399b85701d0cef4d8201a66957 --- /dev/null +++ b/results/moirai_base/Oil_Price/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee8ae9de5672a6166abeb49f9752f7acc822761c33c26b204b10f504f0f463fd +size 113072 diff --git a/results/moirai_base/Online_Retail_2_UCI/D/short/config.json b/results/moirai_base/Online_Retail_2_UCI/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fdae162c4e4e15f33a51a36b84139b09cad0ebf4 --- /dev/null +++ b/results/moirai_base/Online_Retail_2_UCI/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Online_Retail_2_UCI/D/short", + "num_series": 1, + "num_windows": 6, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Online_Retail_2_UCI/D/short/metrics.npz b/results/moirai_base/Online_Retail_2_UCI/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f807641801ad22f34254caa6f53b8ee13e5aa841 --- /dev/null +++ b/results/moirai_base/Online_Retail_2_UCI/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:158fbe5eca81e042dbbab9a11f47ab1ad959e772fe40b91979118ea1c35044b0 +size 1899 diff --git a/results/moirai_base/Online_Retail_2_UCI/D/short/predictions.npz b/results/moirai_base/Online_Retail_2_UCI/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6a28fbbf80a8b8a3156c88eb20df4326aded37dd --- /dev/null +++ b/results/moirai_base/Online_Retail_2_UCI/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d26a3fa45688a2622dbc12414c40f34a162c172bc9f53f5d72a57de1880dcdfc +size 3372 diff --git a/results/moirai_base/OpenElectricity_NEM/5T/long/config.json b/results/moirai_base/OpenElectricity_NEM/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6ec5684eb43947e8a121b314484452a0123a0181 --- /dev/null +++ b/results/moirai_base/OpenElectricity_NEM/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/long", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/OpenElectricity_NEM/5T/long/metrics.npz b/results/moirai_base/OpenElectricity_NEM/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..df39d1ada176d48593359370507a7b951b2188ce --- /dev/null +++ b/results/moirai_base/OpenElectricity_NEM/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8648ee89e84518354a4b1508f806ef3fa869e66d2e6732ffdf9657d43741f41c +size 10254 diff --git a/results/moirai_base/OpenElectricity_NEM/5T/long/predictions.npz b/results/moirai_base/OpenElectricity_NEM/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5570dce1920ea42ef67e3ff98360dcbe25d0a1ab --- /dev/null +++ b/results/moirai_base/OpenElectricity_NEM/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d89f1e46034b879f5c7b6022067f89d0e106c83b3bf81d5dbc8f2e113e08f75 +size 602543 diff --git a/results/moirai_base/OpenElectricity_NEM/5T/medium/config.json b/results/moirai_base/OpenElectricity_NEM/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1b99b720607902d1d07f16b5020a0373b13139c7 --- /dev/null +++ b/results/moirai_base/OpenElectricity_NEM/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/medium", + "num_series": 1, + "num_windows": 42, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/OpenElectricity_NEM/5T/medium/metrics.npz b/results/moirai_base/OpenElectricity_NEM/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..95d5167c3ae273a995348228720f27c5dfc0e23d --- /dev/null +++ b/results/moirai_base/OpenElectricity_NEM/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3dcd5098791d8c89c6c818a760cee24fd7620bb0410fb1810dc52cd7dba78bb5 +size 26402 diff --git a/results/moirai_base/OpenElectricity_NEM/5T/medium/predictions.npz b/results/moirai_base/OpenElectricity_NEM/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..880319828b2eaf457c1aefb75df690cf44428f1b --- /dev/null +++ b/results/moirai_base/OpenElectricity_NEM/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ca805369e6d24296e8d2b8171bfd9cf0546b1db2c8ec0d372a04f53097ea52b +size 597313 diff --git a/results/moirai_base/OpenElectricity_NEM/5T/short/config.json b/results/moirai_base/OpenElectricity_NEM/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..55a7cb6490795c20bff79876cc613db455dccb49 --- /dev/null +++ b/results/moirai_base/OpenElectricity_NEM/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/short", + "num_series": 1, + "num_windows": 168, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/OpenElectricity_NEM/5T/short/metrics.npz b/results/moirai_base/OpenElectricity_NEM/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..79371317491b85e2b0eceff8a1fa3362bebcbf49 --- /dev/null +++ b/results/moirai_base/OpenElectricity_NEM/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f20828563981a6953a0af467338f4c7e504f8edb54bb3d3d6224cd20a86e305 +size 98761 diff --git a/results/moirai_base/OpenElectricity_NEM/5T/short/predictions.npz b/results/moirai_base/OpenElectricity_NEM/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..05be2450b37febac5924cb3a3772607cf36c1786 --- /dev/null +++ b/results/moirai_base/OpenElectricity_NEM/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a773b9e746f5987ffba801c2f639ad7518695d4493d226c5e5483afadc318fe3 +size 591530 diff --git a/results/moirai_base/Port_Activity/D/short/config.json b/results/moirai_base/Port_Activity/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6e1b61fb0d5f3cddb814a7dd9a623feb4546e274 --- /dev/null +++ b/results/moirai_base/Port_Activity/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Port_Activity/D/short", + "num_series": 99, + "num_windows": 12, + "num_variates": 2, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Port_Activity/D/short/metrics.npz b/results/moirai_base/Port_Activity/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d423b9adc7cdd11224773df949745ff4d7a51e03 --- /dev/null +++ b/results/moirai_base/Port_Activity/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:116b7009b734221fc9e4232ed017285f253b7de909ed7a530745f28781524d44 +size 141211 diff --git a/results/moirai_base/Port_Activity/D/short/predictions.npz b/results/moirai_base/Port_Activity/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f06d164d743179c9a6f63044f8b26386404c38c5 --- /dev/null +++ b/results/moirai_base/Port_Activity/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d6d7de48b780ad6eef2d86a2dc264c741a13e9060ed5ffaf1c490e37471f2d5 +size 1155272 diff --git a/results/moirai_base/Port_Activity/W/short/config.json b/results/moirai_base/Port_Activity/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f1cd583c70b0a75c5620dc53b4fcff03cc105719 --- /dev/null +++ b/results/moirai_base/Port_Activity/W/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Port_Activity/W/short", + "num_series": 99, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Port_Activity/W/short/metrics.npz b/results/moirai_base/Port_Activity/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..02f369baef1dcc5f59b6b3a075c2602862f0eb19 --- /dev/null +++ b/results/moirai_base/Port_Activity/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ef974bf401d3f69528b7a29e8740f7a9438e3f71f5f76a5e5cfdcdb9f2435ca +size 47837 diff --git a/results/moirai_base/Port_Activity/W/short/predictions.npz b/results/moirai_base/Port_Activity/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5b95a99b254947a3ac8ca6732c0b2fcd6c1db042 --- /dev/null +++ b/results/moirai_base/Port_Activity/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c8a5f0c05552b1ff55d300befa063cd8727bc2f0c01a59bd29c82d53f707182 +size 161191 diff --git a/results/moirai_base/SG_Carpark/15T/long/config.json b/results/moirai_base/SG_Carpark/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..34027f6b85b0c23c4c4b60c55f69cdd5a771e938 --- /dev/null +++ b/results/moirai_base/SG_Carpark/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Carpark/15T/long", + "num_series": 354, + "num_windows": 1, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/SG_Carpark/15T/long/metrics.npz b/results/moirai_base/SG_Carpark/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..036aa32ccedda815769b3a0a0b2b63ab7e70fcc6 --- /dev/null +++ b/results/moirai_base/SG_Carpark/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:342dc25317b21de81fc148f9f81f88ebdb8f94d998a3c867a87bcaba878c407b +size 22752 diff --git a/results/moirai_base/SG_Carpark/15T/long/predictions.npz b/results/moirai_base/SG_Carpark/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ef273db8286eab18f2804e99e02ba048b7bfb83e --- /dev/null +++ b/results/moirai_base/SG_Carpark/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c14efbd617cce956cf997de89b3b4d509110ab9a7c0a8fd38ed69b9c6bbc74c4 +size 3027753 diff --git a/results/moirai_base/SG_Carpark/15T/medium/config.json b/results/moirai_base/SG_Carpark/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..13a4a2222355c114fc3e0827dd13c009aca179a7 --- /dev/null +++ b/results/moirai_base/SG_Carpark/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Carpark/15T/medium", + "num_series": 354, + "num_windows": 7, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/SG_Carpark/15T/medium/metrics.npz b/results/moirai_base/SG_Carpark/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9e6531769881469860f32f1cf80eb3e3a4b39325 --- /dev/null +++ b/results/moirai_base/SG_Carpark/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ba4f6ed118c1bc83e2729bf1e6925e8d9bcfde7310752e56ccb67143ca8ff71 +size 145974 diff --git a/results/moirai_base/SG_Carpark/15T/medium/predictions.npz b/results/moirai_base/SG_Carpark/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0cf50d8d821db362674a9d054ff3d9b86e9df93a --- /dev/null +++ b/results/moirai_base/SG_Carpark/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45133f7e3436739b6d01223619135767e93d8530e74a43815a9f62072e318f17 +size 3026234 diff --git a/results/moirai_base/SG_Carpark/15T/short/config.json b/results/moirai_base/SG_Carpark/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3743fa50597d855fd882fa3bac2c069180a1304e --- /dev/null +++ b/results/moirai_base/SG_Carpark/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Carpark/15T/short", + "num_series": 354, + "num_windows": 42, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/SG_Carpark/15T/short/metrics.npz b/results/moirai_base/SG_Carpark/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4dc788a8eef386bc07ce74b5af8a37784419efeb --- /dev/null +++ b/results/moirai_base/SG_Carpark/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11040a457b520d3164f4316341f4c13ac345202205d26f6ecb0c3fda98ceeeda +size 849709 diff --git a/results/moirai_base/SG_Carpark/15T/short/predictions.npz b/results/moirai_base/SG_Carpark/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5a53924407641ff1ba07c75e7c933a550685575b --- /dev/null +++ b/results/moirai_base/SG_Carpark/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b2c95fe7f734c1ee4fc878f80fd718dd7e8564e019369a255a6ee964f86a68e +size 2990572 diff --git a/results/moirai_base/SG_PM25/H/long/config.json b/results/moirai_base/SG_PM25/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..948b84640826f34bc4e7071214146f0b361fe6c6 --- /dev/null +++ b/results/moirai_base/SG_PM25/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_PM25/H/long", + "num_series": 1, + "num_windows": 13, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/SG_PM25/H/long/metrics.npz b/results/moirai_base/SG_PM25/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..527726e8e937b4d57bf24408bc9f5f252393038b --- /dev/null +++ b/results/moirai_base/SG_PM25/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0339402da80a662a635555fdbab1a424f0a6a71952670841cde0c0b70db98403 +size 5725 diff --git a/results/moirai_base/SG_PM25/H/long/predictions.npz b/results/moirai_base/SG_PM25/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..65c2d5849b6b9dac09b923bf834eac087b596b86 --- /dev/null +++ b/results/moirai_base/SG_PM25/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb20dc842117deac1ec9ec78fef4d8a18f50c0c7605bd7afefe2610a7c4a67d3 +size 157301 diff --git a/results/moirai_base/SG_PM25/H/medium/config.json b/results/moirai_base/SG_PM25/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..65ef1636d9213a9ca7565de51f372d3fd8c83713 --- /dev/null +++ b/results/moirai_base/SG_PM25/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_PM25/H/medium", + "num_series": 1, + "num_windows": 30, + "num_variates": 5, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/SG_PM25/H/medium/metrics.npz b/results/moirai_base/SG_PM25/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e8fa15fe558b351fa020acbdd5c415fd5e539450 --- /dev/null +++ b/results/moirai_base/SG_PM25/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e71a5b3b76205591cf8fabc7088df2b840ba5b456415ce8f5aff90d2e837fa2 +size 10649 diff --git a/results/moirai_base/SG_PM25/H/medium/predictions.npz b/results/moirai_base/SG_PM25/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4e0c6fbbd8e1d667d4c6ed67c1f984debb38e8b2 --- /dev/null +++ b/results/moirai_base/SG_PM25/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b2ed14237f4bb456e15ed70f7909c5d79d5ab7bb3316ac22f34863ecf4934ab +size 157965 diff --git a/results/moirai_base/SG_PM25/H/short/config.json b/results/moirai_base/SG_PM25/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f9fa24fa735d4333297de51e9f6c02771fd2aa4c --- /dev/null +++ b/results/moirai_base/SG_PM25/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_PM25/H/short", + "num_series": 1, + "num_windows": 92, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/SG_PM25/H/short/metrics.npz b/results/moirai_base/SG_PM25/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..921def17a4c6f7f21bc7356cb68b04c88dc64036 --- /dev/null +++ b/results/moirai_base/SG_PM25/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4b91648ea78ad2a46a5376139e8f8f7a8b8d66c38f17a5c280c846548f34b67 +size 28343 diff --git a/results/moirai_base/SG_PM25/H/short/predictions.npz b/results/moirai_base/SG_PM25/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9c35a7fea90d08f7b107ac096ee1491b591452e5 --- /dev/null +++ b/results/moirai_base/SG_PM25/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c9af5291e407c5f05f244ac2c5df1020e796bc669d319b3510081b79b4e0f23 +size 161467 diff --git a/results/moirai_base/SG_Weather/D/long/config.json b/results/moirai_base/SG_Weather/D/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6169fa27055965e180da314d0dd6eedddef6edda --- /dev/null +++ b/results/moirai_base/SG_Weather/D/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Weather/D/long", + "num_series": 6, + "num_windows": 26, + "num_variates": 4, + "prediction_length": 14, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/SG_Weather/D/long/metrics.npz b/results/moirai_base/SG_Weather/D/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..85b7d8ab3d626374526ae1e4ff6c60db2e96d846 --- /dev/null +++ b/results/moirai_base/SG_Weather/D/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:116de833ce15d8a047ebb61ba82d6d1bdfefc5b3d518762a476c382cb1628d1b +size 38160 diff --git a/results/moirai_base/SG_Weather/D/long/predictions.npz b/results/moirai_base/SG_Weather/D/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1cfc052fe47b607342bfbd8be155651b7eabe2b3 --- /dev/null +++ b/results/moirai_base/SG_Weather/D/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84a1e1ed16e30819bdbb18386e88a53b4435415a7329826937588e4872044742 +size 127321 diff --git a/results/moirai_base/SG_Weather/D/medium/config.json b/results/moirai_base/SG_Weather/D/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..17c6a61c14258ed4e4461b03b8acc05beb54fc62 --- /dev/null +++ b/results/moirai_base/SG_Weather/D/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Weather/D/medium", + "num_series": 6, + "num_windows": 52, + "num_variates": 4, + "prediction_length": 7, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/SG_Weather/D/medium/metrics.npz b/results/moirai_base/SG_Weather/D/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f29496a37c9ee60c9117c365fee10d93b61bf239 --- /dev/null +++ b/results/moirai_base/SG_Weather/D/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63d20e38d041ce0631d2fddb472a5a1b2f63f9ba027c720fbd4cd903bcd7e5eb +size 72840 diff --git a/results/moirai_base/SG_Weather/D/medium/predictions.npz b/results/moirai_base/SG_Weather/D/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8f4c392bd16c5f6efd6a04dc1a45e7ccdf36e37c --- /dev/null +++ b/results/moirai_base/SG_Weather/D/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:982cbaa35cc22521645faea1dcb57a76aa10866cdfd0ed9f65e11b5cee9b069d +size 128930 diff --git a/results/moirai_base/SG_Weather/D/short/config.json b/results/moirai_base/SG_Weather/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fa61b9b5fc5c8598394467c053885e9e30f5cb93 --- /dev/null +++ b/results/moirai_base/SG_Weather/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Weather/D/short", + "num_series": 6, + "num_windows": 122, + "num_variates": 4, + "prediction_length": 3, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/SG_Weather/D/short/metrics.npz b/results/moirai_base/SG_Weather/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..68b864e0d0d5e7083af9b5bbaa7c1b9f96b794c0 --- /dev/null +++ b/results/moirai_base/SG_Weather/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0685a4fa216609dc9a7d3c3b3a06acd0c7cc301df347d3558e62b88437f6ac57 +size 166812 diff --git a/results/moirai_base/SG_Weather/D/short/predictions.npz b/results/moirai_base/SG_Weather/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..84a59937e88fd25a9e06fbb703e290bea1badc17 --- /dev/null +++ b/results/moirai_base/SG_Weather/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8391d6c96d1a9180dd3f4d4b11dd51910643d8b3b296901f2c3f777b82f09c6d +size 132655 diff --git a/results/moirai_base/Smart_Manufacturing/H/long/config.json b/results/moirai_base/Smart_Manufacturing/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9b744556a2f46b0d097902c7fe2d73dac08f96ad --- /dev/null +++ b/results/moirai_base/Smart_Manufacturing/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Smart_Manufacturing/H/long", + "num_series": 34, + "num_windows": 1, + "num_variates": 5, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Smart_Manufacturing/H/long/metrics.npz b/results/moirai_base/Smart_Manufacturing/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..618a8f02041ebb375da78cb9f4421732bb7cd3a5 --- /dev/null +++ b/results/moirai_base/Smart_Manufacturing/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c990c2fad9b887a43d3591eb4437707a5fd5dcbec756a51db84bde59a3e9653e +size 12152 diff --git a/results/moirai_base/Smart_Manufacturing/H/long/predictions.npz b/results/moirai_base/Smart_Manufacturing/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4fc742ced225aed49155a65a6b7e430196a241b0 --- /dev/null +++ b/results/moirai_base/Smart_Manufacturing/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c39f54db124f12ee1887699e0e0f19816ac8b7137f7c3493390e1ae5dfc79fa +size 789910 diff --git a/results/moirai_base/Smart_Manufacturing/H/medium/config.json b/results/moirai_base/Smart_Manufacturing/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bf60ae0cf9fb729c13bce20571d1a00602aaeabe --- /dev/null +++ b/results/moirai_base/Smart_Manufacturing/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Smart_Manufacturing/H/medium", + "num_series": 34, + "num_windows": 2, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Smart_Manufacturing/H/medium/metrics.npz b/results/moirai_base/Smart_Manufacturing/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5e36efcb9c0372f39704b3ea21b9f65a208306a4 --- /dev/null +++ b/results/moirai_base/Smart_Manufacturing/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a52628baaa32fc144620dc7c6a370f3db7a565d4847b6ef090024bae5370b559 +size 22282 diff --git a/results/moirai_base/Smart_Manufacturing/H/medium/predictions.npz b/results/moirai_base/Smart_Manufacturing/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a4107c77a157ae59c6b63765310450a35ea8725f --- /dev/null +++ b/results/moirai_base/Smart_Manufacturing/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:756f71bf24d834924c51ceee0d36f40789176b4b815ba1c6fae9539f8c7385aa +size 810800 diff --git a/results/moirai_base/Smart_Manufacturing/H/short/config.json b/results/moirai_base/Smart_Manufacturing/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9f47cb34d7db1d3cf60ff59252dce19100902e5e --- /dev/null +++ b/results/moirai_base/Smart_Manufacturing/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Smart_Manufacturing/H/short", + "num_series": 34, + "num_windows": 14, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Smart_Manufacturing/H/short/metrics.npz b/results/moirai_base/Smart_Manufacturing/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5db112968c31000994965e1c719513452dc34f7d --- /dev/null +++ b/results/moirai_base/Smart_Manufacturing/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f890b809ee363b40d5086a92bf922231689ef24686ff43840807b8b04c4bfcf1 +size 140835 diff --git a/results/moirai_base/Smart_Manufacturing/H/short/predictions.npz b/results/moirai_base/Smart_Manufacturing/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..633dd5610af3dce0bedcc98fddf5061b80c42e44 --- /dev/null +++ b/results/moirai_base/Smart_Manufacturing/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21f256b3d0cdbc7326abcb3168eafea7ec715fb608651a20b3c2c41e9630d334 +size 835778 diff --git a/results/moirai_base/Supply_Chain_Customer/D/short/config.json b/results/moirai_base/Supply_Chain_Customer/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e2da5ba9e8e703384f4f1d00de6b8b3d127afcb3 --- /dev/null +++ b/results/moirai_base/Supply_Chain_Customer/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Supply_Chain_Customer/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 36, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "patch_size": 32, + "mode": "univariate" +} \ No newline at end of file diff --git a/results/moirai_base/Supply_Chain_Customer/D/short/metrics.npz b/results/moirai_base/Supply_Chain_Customer/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b4cf2233f4ba9dd94685f3094e72b421c3369752 --- /dev/null +++ b/results/moirai_base/Supply_Chain_Customer/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:191f29c8cca536f6d4c22b1ea83307c71f74462cf66ab0c72323354c9757f848 +size 27084 diff --git a/results/moirai_base/Supply_Chain_Customer/D/short/predictions.npz b/results/moirai_base/Supply_Chain_Customer/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2b348247d1244b90e9fb9dad675b441ef31238ba --- /dev/null +++ b/results/moirai_base/Supply_Chain_Customer/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8679f11c0dfd5bccbd3f424c06181b4b42dbf6d70559eff5f4476dabfbee11b +size 216798 diff --git a/results/moirai_base/Supply_Chain_Location/D/short/config.json b/results/moirai_base/Supply_Chain_Location/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..81b124d134c5bce6669da9e4e3955f03ec8f48b3 --- /dev/null +++ b/results/moirai_base/Supply_Chain_Location/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Supply_Chain_Location/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 51, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "patch_size": 32, + "mode": "univariate" +} \ No newline at end of file diff --git a/results/moirai_base/Supply_Chain_Location/D/short/metrics.npz b/results/moirai_base/Supply_Chain_Location/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8eeb8fc4b25494e7768c3eed5ef10653fdce121f --- /dev/null +++ b/results/moirai_base/Supply_Chain_Location/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57958e876d19f6ca435270408f084509cab09f213bb7bad0bb1ae22b051d430b +size 37483 diff --git a/results/moirai_base/Supply_Chain_Location/D/short/predictions.npz b/results/moirai_base/Supply_Chain_Location/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0c6298a1ec4f7fa21ba9ae237d6150ec6ab44610 --- /dev/null +++ b/results/moirai_base/Supply_Chain_Location/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:034126045e9305d14694be1c862324311540371889df0768acac9fe6035d7010 +size 304215 diff --git a/results/moirai_base/US_Labor/M/short/config.json b/results/moirai_base/US_Labor/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cbdfb02c7592381e427e955088b253cacdc32006 --- /dev/null +++ b/results/moirai_base/US_Labor/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "US_Labor/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 14, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/US_Labor/M/short/metrics.npz b/results/moirai_base/US_Labor/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c9c062c566137ee1abe2cecca4400ed9e360c763 --- /dev/null +++ b/results/moirai_base/US_Labor/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:916bc27f102064ab921a4e1a65a5c7a0cc387d17ded257fb1d00ee5c1689cdc0 +size 5954 diff --git a/results/moirai_base/US_Labor/M/short/predictions.npz b/results/moirai_base/US_Labor/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..698629e24a5bcae44087e70518559ed9dfbea8e3 --- /dev/null +++ b/results/moirai_base/US_Labor/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fdde6460c5446866df4daee06bb2acf8fd3295e5a97168eb346caa80a9ee7900 +size 12108 diff --git a/results/moirai_base/US_Term_Structure/B/short/config.json b/results/moirai_base/US_Term_Structure/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a9e10e35fa018e89ec26695e5ab4ba20ccc54f0f --- /dev/null +++ b/results/moirai_base/US_Term_Structure/B/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "US_Term_Structure/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 40, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "univariate" +} \ No newline at end of file diff --git a/results/moirai_base/US_Term_Structure/B/short/metrics.npz b/results/moirai_base/US_Term_Structure/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..09e6f38cca68eeda245fdf34cf6ab6678096aafa --- /dev/null +++ b/results/moirai_base/US_Term_Structure/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b80919b67602db657e1aafe1ca9f2e7ddc34e4a1d19b6b10fcd1194072847a4 +size 83192 diff --git a/results/moirai_base/US_Term_Structure/B/short/predictions.npz b/results/moirai_base/US_Term_Structure/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..177130cafd52db02f2fb0aa5d4f4013174518f76 --- /dev/null +++ b/results/moirai_base/US_Term_Structure/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd3d009eefefc3b126488d05d38807fa2868ca2e36bab961364d5f2c6414ff96 +size 416850 diff --git a/results/moirai_base/Uncertainty_1M/M/short/config.json b/results/moirai_base/Uncertainty_1M/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..819277a0e8a8cf573ffae8942187b133a1d434fb --- /dev/null +++ b/results/moirai_base/Uncertainty_1M/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Uncertainty_1M/M/short", + "num_series": 1, + "num_windows": 7, + "num_variates": 3, + "prediction_length": 6, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Uncertainty_1M/M/short/metrics.npz b/results/moirai_base/Uncertainty_1M/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4e839052bdf32689aed840f159d0e8bff895c503 --- /dev/null +++ b/results/moirai_base/Uncertainty_1M/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7de05cbe945cbeddbd04a1e5744af897b1cc603dff3fe1f2f5f5ad9e68797ff9 +size 2853 diff --git a/results/moirai_base/Uncertainty_1M/M/short/predictions.npz b/results/moirai_base/Uncertainty_1M/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c3dc529ccde5faa29780eea73511da07f15727c7 --- /dev/null +++ b/results/moirai_base/Uncertainty_1M/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57d08d506819b77c79b86aa69557e393e6c3aaa79a8f9485d1e2037d4c0a0a1d +size 2240 diff --git a/results/moirai_base/Vehicle_Sales/M/short/config.json b/results/moirai_base/Vehicle_Sales/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f816f69551901c2321222f5e55d9d4f48d412f7f --- /dev/null +++ b/results/moirai_base/Vehicle_Sales/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Vehicle_Sales/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 10, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Vehicle_Sales/M/short/metrics.npz b/results/moirai_base/Vehicle_Sales/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2e8d1ce53fd833dde4c28f304cd6640a09fc9a9e --- /dev/null +++ b/results/moirai_base/Vehicle_Sales/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ec3b95bb3db4cee3ba0c1a751433098980e7f31a3304443babf703fa9108333 +size 4743 diff --git a/results/moirai_base/Vehicle_Sales/M/short/predictions.npz b/results/moirai_base/Vehicle_Sales/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e3c6814ef451e786049678e9c267599dbcaeeb96 --- /dev/null +++ b/results/moirai_base/Vehicle_Sales/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7fbf06cde3040749bb13b9ec7c5a9be0f668e5633d0d13f591b16193e74f22b1 +size 9473 diff --git a/results/moirai_base/Vehicle_Supply/M/short/config.json b/results/moirai_base/Vehicle_Supply/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..132ca9496b5a95804921ac657dbc659ddb278a1b --- /dev/null +++ b/results/moirai_base/Vehicle_Supply/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Vehicle_Supply/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Vehicle_Supply/M/short/metrics.npz b/results/moirai_base/Vehicle_Supply/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fa92a3249275511e84c19059a9407fa9bb9e8215 --- /dev/null +++ b/results/moirai_base/Vehicle_Supply/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d17f057e7d9d82901eb99e5d3dddf228acac2c844f7c3568c65da7c81b6421e +size 3442 diff --git a/results/moirai_base/Vehicle_Supply/M/short/predictions.npz b/results/moirai_base/Vehicle_Supply/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b2bd837db69a28a57188fd1fdc29486e90d2771d --- /dev/null +++ b/results/moirai_base/Vehicle_Supply/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37484c25a9d4ec51089d9970175e390bae1efc1d293b3584aa1f037918382b6a +size 6099 diff --git a/results/moirai_base/WUI_Global/Q/short/config.json b/results/moirai_base/WUI_Global/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8a8fd727feea48dfee1d855dd7273d854180a416 --- /dev/null +++ b/results/moirai_base/WUI_Global/Q/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "WUI_Global/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 15, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/WUI_Global/Q/short/metrics.npz b/results/moirai_base/WUI_Global/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..585d3ac3d0b27c825662eb52a55cd92b8217c2c1 --- /dev/null +++ b/results/moirai_base/WUI_Global/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c8337711a769f11fd8c20f611e0698533cf2680772fdcd40b26fba9853fe776 +size 6250 diff --git a/results/moirai_base/WUI_Global/Q/short/predictions.npz b/results/moirai_base/WUI_Global/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e52a575551ff9fed0f642b1f8f3a118fcbe8d21f --- /dev/null +++ b/results/moirai_base/WUI_Global/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be6cca9e93f515d59edf9809223543960e213c63478067154a6b5816b1a77233 +size 5289 diff --git a/results/moirai_base/Water_Quality_Darwin/15T/long/config.json b/results/moirai_base/Water_Quality_Darwin/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..530166587ba2a8b62edf787ceb5ae174de867987 --- /dev/null +++ b/results/moirai_base/Water_Quality_Darwin/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/long", + "num_series": 7, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Water_Quality_Darwin/15T/long/metrics.npz b/results/moirai_base/Water_Quality_Darwin/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..78deae9b8f4e42fdde619870131568d82efa6cf9 --- /dev/null +++ b/results/moirai_base/Water_Quality_Darwin/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52683b8938ad8bd5753c4b013425b4bb2e9ba7e8e69df8d42936cf6e477434fd +size 14253 diff --git a/results/moirai_base/Water_Quality_Darwin/15T/long/predictions.npz b/results/moirai_base/Water_Quality_Darwin/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..35715437ad3dceb1d08121f5764325f5b5f5f2b0 --- /dev/null +++ b/results/moirai_base/Water_Quality_Darwin/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99f8e66592743f1224e168459bbf739eb42fbe86996d1b93e7654d366c5be656 +size 585991 diff --git a/results/moirai_base/Water_Quality_Darwin/15T/medium/config.json b/results/moirai_base/Water_Quality_Darwin/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d56629848c8751777be8fcaef3a2f5515d214512 --- /dev/null +++ b/results/moirai_base/Water_Quality_Darwin/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/medium", + "num_series": 7, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Water_Quality_Darwin/15T/medium/metrics.npz b/results/moirai_base/Water_Quality_Darwin/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b8df9d406b027219d9ec53c618768acb1f6ab50f --- /dev/null +++ b/results/moirai_base/Water_Quality_Darwin/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:568feefcfb23af00edefa4345ea2596b25eefc04534d38da725a10fb954248ea +size 38267 diff --git a/results/moirai_base/Water_Quality_Darwin/15T/medium/predictions.npz b/results/moirai_base/Water_Quality_Darwin/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5093e84fb5c657bab4ca9f07b39bae33f38b6e27 --- /dev/null +++ b/results/moirai_base/Water_Quality_Darwin/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f77649ca3211a71bb911687db5795a9545bad3e9c2d0c8f40e57e906cdae369 +size 590868 diff --git a/results/moirai_base/Water_Quality_Darwin/15T/short/config.json b/results/moirai_base/Water_Quality_Darwin/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1cac01c6d422aa8e05e618313321cf70704bdce7 --- /dev/null +++ b/results/moirai_base/Water_Quality_Darwin/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/short", + "num_series": 7, + "num_windows": 90, + "num_variates": 6, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/Water_Quality_Darwin/15T/short/metrics.npz b/results/moirai_base/Water_Quality_Darwin/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2e5e125191e23bdffb2da702422f12971ecaa33b --- /dev/null +++ b/results/moirai_base/Water_Quality_Darwin/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40348161a25b10f8c85113c5767c2e67238bd16eee26a4afde693568cf96037f +size 216161 diff --git a/results/moirai_base/Water_Quality_Darwin/15T/short/predictions.npz b/results/moirai_base/Water_Quality_Darwin/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..af4506015ef3ad9aaf931c7a768c3dea6e5eed7f --- /dev/null +++ b/results/moirai_base/Water_Quality_Darwin/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1cf4ae392ae9db4c1e1637e783c850e87fd2708943a11c0259afe72d8f82f30 +size 580447 diff --git a/results/moirai_base/azure2019_D/5T/short/config.json b/results/moirai_base/azure2019_D/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fb5de3ae76b8e7036212638a37d78fefdd000898 --- /dev/null +++ b/results/moirai_base/azure2019_D/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "azure2019_D/5T/short", + "num_series": 989, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/azure2019_D/5T/short/metrics.npz b/results/moirai_base/azure2019_D/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1c1a2287137bf38776b35537dc5c6c6793a33c3a --- /dev/null +++ b/results/moirai_base/azure2019_D/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f76c786c05ac723e8c7fdd4a055af498c1b451b106f8f22c6c705cfb7255254 +size 523481 diff --git a/results/moirai_base/azure2019_D/5T/short/predictions.npz b/results/moirai_base/azure2019_D/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d3002c2e5988f911ae66f50dbfa49e27e304de76 --- /dev/null +++ b/results/moirai_base/azure2019_D/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2de5fc0ba53784b7b77d443bdffcd5ee3c6cffb672ddfed88a25234d580121e +size 33391904 diff --git a/results/moirai_base/azure2019_I/5T/short/config.json b/results/moirai_base/azure2019_I/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8d7398754a09472e31e2777b01d5779cc92e5318 --- /dev/null +++ b/results/moirai_base/azure2019_I/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "azure2019_I/5T/short", + "num_series": 492, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/azure2019_I/5T/short/metrics.npz b/results/moirai_base/azure2019_I/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6f0f0e3d45afc398d4e976f41105c7f225bc4199 --- /dev/null +++ b/results/moirai_base/azure2019_I/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3cbed4c2bf9f37659abb0929ebdd695e2100a77ba6271640b504c3a91ae9536b +size 261466 diff --git a/results/moirai_base/azure2019_I/5T/short/predictions.npz b/results/moirai_base/azure2019_I/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..86c80c1406076b784e60a8a90021dfa1abeb6c3f --- /dev/null +++ b/results/moirai_base/azure2019_I/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d58ad15f27a6595d0279ef471b5c2999e6d3625cbf86ba4474e40170db43a4c6 +size 16412556 diff --git a/results/moirai_base/azure2019_U/5T/short/config.json b/results/moirai_base/azure2019_U/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6304b88411280afdb72b09f73bab8dd9057b3e9f --- /dev/null +++ b/results/moirai_base/azure2019_U/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "azure2019_U/5T/short", + "num_series": 78, + "num_windows": 6, + "num_variates": 3, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/azure2019_U/5T/short/metrics.npz b/results/moirai_base/azure2019_U/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3aa7f08fb4af372bcd517443c67ed7b0fe2e83a5 --- /dev/null +++ b/results/moirai_base/azure2019_U/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ed53b78adde3f84047b21cdddcedcc92ee1d056282766862cbdadc1e13f4b09 +size 83629 diff --git a/results/moirai_base/azure2019_U/5T/short/predictions.npz b/results/moirai_base/azure2019_U/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..711cd3e99450d029c0bb6f84c945455f588ea9db --- /dev/null +++ b/results/moirai_base/azure2019_U/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e9f88facb334e4e9f5ed2855c372ddf9bbe2c319a3c69d17639e57edf40c8060 +size 925079 diff --git a/results/moirai_base/current_velocity/10T/long/config.json b/results/moirai_base/current_velocity/10T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1f78f0a93d5e3b9ad7c6f48521c6bfef8cbbd0d2 --- /dev/null +++ b/results/moirai_base/current_velocity/10T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/10T/long", + "num_series": 10, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 432, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/10T/long/metrics.npz b/results/moirai_base/current_velocity/10T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f61cdadf38d5a5ef94866aa9c76fddf5dffb82e4 --- /dev/null +++ b/results/moirai_base/current_velocity/10T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27616e086a00a06dbbc89daffe1cd67ceb696353ea8b037a5927fb523567469b +size 19843 diff --git a/results/moirai_base/current_velocity/10T/long/predictions.npz b/results/moirai_base/current_velocity/10T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2e577c421342f7a84a49fc8e8ef9097de0510004 --- /dev/null +++ b/results/moirai_base/current_velocity/10T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ee5842f23e8a7180bc98a41133fc146db33fd9303c3eb6d5e1a509ff7886631 +size 1703609 diff --git a/results/moirai_base/current_velocity/10T/medium/config.json b/results/moirai_base/current_velocity/10T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bb7d00693e23e35cbca89c1d1a0bf43e8db5ff3f --- /dev/null +++ b/results/moirai_base/current_velocity/10T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/10T/medium", + "num_series": 10, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/10T/medium/metrics.npz b/results/moirai_base/current_velocity/10T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..522ae400f7b37d3d89292b924c5afa8ecef828b8 --- /dev/null +++ b/results/moirai_base/current_velocity/10T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:03c4531c9d5d462f23f21ed75d1f2ec68d682540927559978fa600c2e6eeafec +size 54951 diff --git a/results/moirai_base/current_velocity/10T/medium/predictions.npz b/results/moirai_base/current_velocity/10T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4522b7ee9e3b09f99b89cb0984dc89a39975383a --- /dev/null +++ b/results/moirai_base/current_velocity/10T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70c52eb58f397fdc9f77fec5f6a15262b18c498e3d66f66286e2e96567654f91 +size 1740827 diff --git a/results/moirai_base/current_velocity/10T/short/config.json b/results/moirai_base/current_velocity/10T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..92cc6f70a5969431459f4477f454268f424e9ab3 --- /dev/null +++ b/results/moirai_base/current_velocity/10T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/10T/short", + "num_series": 10, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 18, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/10T/short/metrics.npz b/results/moirai_base/current_velocity/10T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..484bd2b95e42987a11c27080e11ad3eeaee440f0 --- /dev/null +++ b/results/moirai_base/current_velocity/10T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45edf549a859ba6ea17eb9730ca3f59d031caa08c9f4e05a0885c289a6a178bc +size 419592 diff --git a/results/moirai_base/current_velocity/10T/short/predictions.npz b/results/moirai_base/current_velocity/10T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..90bdfa616d270311e0979f99b0b6765b64fe640f --- /dev/null +++ b/results/moirai_base/current_velocity/10T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd9a90dd001181f13ea3e0b223339f3f8a1701af0b53c482e223d6d40984394f +size 1761977 diff --git a/results/moirai_base/current_velocity/15T/long/config.json b/results/moirai_base/current_velocity/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2d02281db2e901ad8a01d6824f761180774422f9 --- /dev/null +++ b/results/moirai_base/current_velocity/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/15T/long/metrics.npz b/results/moirai_base/current_velocity/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4c791a23684bb627b7bd28aec9c10b9057749732 --- /dev/null +++ b/results/moirai_base/current_velocity/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12aeef7f3ce7d9d75e0a306f8c7f692399c1f1a34fc51a9238fa7db136e5ecb8 +size 10887 diff --git a/results/moirai_base/current_velocity/15T/long/predictions.npz b/results/moirai_base/current_velocity/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..22655c2cc7a8570022e9212dcc092d7a45b10e58 --- /dev/null +++ b/results/moirai_base/current_velocity/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c405cba66013f64bc4314068699f8728a37a618d8b790a7709fcd720f6f599bb +size 549934 diff --git a/results/moirai_base/current_velocity/15T/medium/config.json b/results/moirai_base/current_velocity/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..976a7751ef57034593059c475f1f84db4e264442 --- /dev/null +++ b/results/moirai_base/current_velocity/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/15T/medium/metrics.npz b/results/moirai_base/current_velocity/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c3e6aceae230478e8efa597cadd33dc5a1f36dd1 --- /dev/null +++ b/results/moirai_base/current_velocity/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:438a1791caac4285a85e02bb590cb6835d1fa55da422603e44de60e731190a88 +size 28384 diff --git a/results/moirai_base/current_velocity/15T/medium/predictions.npz b/results/moirai_base/current_velocity/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f82f20e7c5b4cba7b983ce6a81750c368e9b78f3 --- /dev/null +++ b/results/moirai_base/current_velocity/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b42ba9b338b8739ee78606461a3581f13247bfdd469801c0fabf2825f9e8a41 +size 559534 diff --git a/results/moirai_base/current_velocity/15T/short/config.json b/results/moirai_base/current_velocity/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..33033dd700bb4b322c6d034d0420cdf37cfd5c80 --- /dev/null +++ b/results/moirai_base/current_velocity/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/15T/short/metrics.npz b/results/moirai_base/current_velocity/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6701783d50ea4249108782a59f6793368490d118 --- /dev/null +++ b/results/moirai_base/current_velocity/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ddec045a1f6807c7b60a32f00f925a4fdfd862398769f5f871aafca70b2c98c +size 209609 diff --git a/results/moirai_base/current_velocity/15T/short/predictions.npz b/results/moirai_base/current_velocity/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e9c7a052c37f97328ec3b1db1bdb74da8151ad0d --- /dev/null +++ b/results/moirai_base/current_velocity/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4bbbad57ddf174d482b331ba84a7715a66f7e35917c1a87710b938a9b2af17d +size 560106 diff --git a/results/moirai_base/current_velocity/20T/long/config.json b/results/moirai_base/current_velocity/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e13a67cd35558a6a1cadf0d58560c7ca69572c70 --- /dev/null +++ b/results/moirai_base/current_velocity/20T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/20T/long", + "num_series": 27, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/20T/long/metrics.npz b/results/moirai_base/current_velocity/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..57aa1b808c004ffe4142f8bb36867e7488216fda --- /dev/null +++ b/results/moirai_base/current_velocity/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1b3b0946777bf2d2c1ad88233bfa443d5751e8f184e03496c470896276ac6ac +size 49806 diff --git a/results/moirai_base/current_velocity/20T/long/predictions.npz b/results/moirai_base/current_velocity/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..dc9c1c3f893a742aadfdc269c169c0a3c210234d --- /dev/null +++ b/results/moirai_base/current_velocity/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83bc4d907ecd80476f5a5f75c8235d1d6811a22db54bdd608b12950add2078df +size 2308346 diff --git a/results/moirai_base/current_velocity/20T/medium/config.json b/results/moirai_base/current_velocity/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..39f4538bf89423c5315be4a94ac07404a846e940 --- /dev/null +++ b/results/moirai_base/current_velocity/20T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/20T/medium", + "num_series": 27, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/20T/medium/metrics.npz b/results/moirai_base/current_velocity/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8793be75aeb7e453c2683fdb08d007ff769cb93f --- /dev/null +++ b/results/moirai_base/current_velocity/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2db76363f9fa121ae41b5eb8cfe9992a257b91bb8e8c4863f44bc9e697c5fad +size 144531 diff --git a/results/moirai_base/current_velocity/20T/medium/predictions.npz b/results/moirai_base/current_velocity/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..64191dec5cbe11f32c412bdcab98004eb304dcba --- /dev/null +++ b/results/moirai_base/current_velocity/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:443f1c52dc8b1e3a9716324659cb1cafccbfaf8b27bc9ca1fb110742156ba245 +size 2338791 diff --git a/results/moirai_base/current_velocity/20T/short/config.json b/results/moirai_base/current_velocity/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a9f85679386bf4d9188aed03681e5552d77c55df --- /dev/null +++ b/results/moirai_base/current_velocity/20T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/20T/short", + "num_series": 27, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/20T/short/metrics.npz b/results/moirai_base/current_velocity/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1b5505a51b75b3c5e05a6540580a5feb718af2de --- /dev/null +++ b/results/moirai_base/current_velocity/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1512f115185efe37639102808fab39ca567aa687b55ceac7787694e545aca48f +size 1121118 diff --git a/results/moirai_base/current_velocity/20T/short/predictions.npz b/results/moirai_base/current_velocity/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..295b3acc0a3e5f7bc8cf0b92b324b19ecfb2d3f6 --- /dev/null +++ b/results/moirai_base/current_velocity/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:460015072fad87ee0dda75b5b3ef742b6765d3aa18db306fdb5ed9639bd94d03 +size 2363247 diff --git a/results/moirai_base/current_velocity/5T/long/config.json b/results/moirai_base/current_velocity/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..85f769c0158ce8c9a5e484a100de7aa33c01858d --- /dev/null +++ b/results/moirai_base/current_velocity/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/5T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/5T/long/metrics.npz b/results/moirai_base/current_velocity/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8163c257c0a5fd2a6a0d09886fc8ab02561eff13 --- /dev/null +++ b/results/moirai_base/current_velocity/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bced1f2169cf354e2ce0c66460d0e2f7d099400048543321347f061b04572537 +size 3497 diff --git a/results/moirai_base/current_velocity/5T/long/predictions.npz b/results/moirai_base/current_velocity/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2282055abb6aebffe3996e2157f6c2c460c4be25 --- /dev/null +++ b/results/moirai_base/current_velocity/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e627d408b1028e7c5af0008c05bca0c04930a7d9a8fbcfdb2c99f5d2188eba70 +size 320089 diff --git a/results/moirai_base/current_velocity/5T/medium/config.json b/results/moirai_base/current_velocity/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..544efacb0a4853e6e51690c56386e0eaca7ade7a --- /dev/null +++ b/results/moirai_base/current_velocity/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/5T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/5T/medium/metrics.npz b/results/moirai_base/current_velocity/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..876c9fd5a73517b5255799a8aac4c3307dca8ec3 --- /dev/null +++ b/results/moirai_base/current_velocity/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:080c9b5c80ad735dda20051ba6329accd17700ddfbfd15c018515a35b48a1d62 +size 7325 diff --git a/results/moirai_base/current_velocity/5T/medium/predictions.npz b/results/moirai_base/current_velocity/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..db98c570210579d0591e9f0527b479cbffe150ae --- /dev/null +++ b/results/moirai_base/current_velocity/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd40e52e86c0af678ba5ceda6fd2d612cec25ada830bf816b62b4af9131c315c +size 323340 diff --git a/results/moirai_base/current_velocity/5T/short/config.json b/results/moirai_base/current_velocity/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f24e6d39da88cd9ecacab6d5edbc097e75491199 --- /dev/null +++ b/results/moirai_base/current_velocity/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/5T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/5T/short/metrics.npz b/results/moirai_base/current_velocity/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f66f7e6eafd66125cadc82e2a347c4967f9fe087 --- /dev/null +++ b/results/moirai_base/current_velocity/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00c6765a6383009958199eb8b8f22bf5c773a3e8b9b31759ce62fd743660e244 +size 43565 diff --git a/results/moirai_base/current_velocity/5T/short/predictions.npz b/results/moirai_base/current_velocity/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..333611309c652c3fdfc90be70d34e78cbd6b6e8a --- /dev/null +++ b/results/moirai_base/current_velocity/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b88024711fb394a4db426c03324b5798b6bbe55bcfeea53c41e56ba236c24d4 +size 311764 diff --git a/results/moirai_base/current_velocity/H/long/config.json b/results/moirai_base/current_velocity/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6952cf43c594ddea35b5b7efd010bf4de85d7785 --- /dev/null +++ b/results/moirai_base/current_velocity/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/H/long", + "num_series": 21, + "num_windows": 2, + "num_variates": 6, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/H/long/metrics.npz b/results/moirai_base/current_velocity/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..02fe028c0e506b911e976479d611967130ee5d51 --- /dev/null +++ b/results/moirai_base/current_velocity/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1cb72db70cee17cd5cc7d5452f516ef0beb93deafeabeb0e10bd68366e868b5c +size 16964 diff --git a/results/moirai_base/current_velocity/H/long/predictions.npz b/results/moirai_base/current_velocity/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0a90a7eb971e6f456bffb2f455b0b90e6dd9b4b4 --- /dev/null +++ b/results/moirai_base/current_velocity/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a07f1a8bd057b66426ad70801ea1d578712510153268a11d90de6d1ba3b044c3 +size 1164900 diff --git a/results/moirai_base/current_velocity/H/medium/config.json b/results/moirai_base/current_velocity/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6c279acf28b2da7fd56d11fbcb6a8afb12ea94ac --- /dev/null +++ b/results/moirai_base/current_velocity/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/H/medium", + "num_series": 21, + "num_windows": 4, + "num_variates": 6, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/H/medium/metrics.npz b/results/moirai_base/current_velocity/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c65c4276222c27322408ee063a39e35d22ac005d --- /dev/null +++ b/results/moirai_base/current_velocity/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6843aac827645802e589e31e12f0f9238a6e8b8e906599937a672c494162df5 +size 31777 diff --git a/results/moirai_base/current_velocity/H/medium/predictions.npz b/results/moirai_base/current_velocity/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1bfdaff7a0b3fe4e0abfe150dc79979b66ffbe19 --- /dev/null +++ b/results/moirai_base/current_velocity/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb752b3835f817d592f68c69a43e06d02931010fec8dbd1451e99221f836c516 +size 1180699 diff --git a/results/moirai_base/current_velocity/H/short/config.json b/results/moirai_base/current_velocity/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..72d8a75a520a463c5304dac1088a6b7fbad44aef --- /dev/null +++ b/results/moirai_base/current_velocity/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/H/short", + "num_series": 21, + "num_windows": 28, + "num_variates": 6, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/current_velocity/H/short/metrics.npz b/results/moirai_base/current_velocity/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4756b9aa427e72f26f46aa7d507d09e6e5f0a63b --- /dev/null +++ b/results/moirai_base/current_velocity/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f93cf8f12ba1f92dc89da717c8d687643599ff078ab3dc6b5f5dd474b7cf8386 +size 207058 diff --git a/results/moirai_base/current_velocity/H/short/predictions.npz b/results/moirai_base/current_velocity/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..503ccd3cdd8df09f73342a03bbe3dbddcec80450 --- /dev/null +++ b/results/moirai_base/current_velocity/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f298d3816bf5f4fe8780c72c08f01e39f9a308848d1c97b986758a46e13cae5 +size 1192340 diff --git a/results/moirai_base/epf_electricity_price/H/long/config.json b/results/moirai_base/epf_electricity_price/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..08e40c8ac923be9d1a025c9a830e1f41a5604377 --- /dev/null +++ b/results/moirai_base/epf_electricity_price/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "epf_electricity_price/H/long", + "num_series": 5, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/epf_electricity_price/H/long/metrics.npz b/results/moirai_base/epf_electricity_price/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..354d99a3544138109c5dd702e8fa3c239a185265 --- /dev/null +++ b/results/moirai_base/epf_electricity_price/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:701ff619b2bb37d2ab9d308ab2c6d017e32ec61da8b57af66ec83fa1d657eade +size 6339 diff --git a/results/moirai_base/epf_electricity_price/H/long/predictions.npz b/results/moirai_base/epf_electricity_price/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d69bfbf3e0210b2a90bb145303a274f2031aa7b3 --- /dev/null +++ b/results/moirai_base/epf_electricity_price/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54d3c5463616e9d154fc32c7e8941329f88243b9d6802305613a1abc09cd03b7 +size 178137 diff --git a/results/moirai_base/epf_electricity_price/H/medium/config.json b/results/moirai_base/epf_electricity_price/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..947815a59ca62cc8da042054e0827a7a5939a38e --- /dev/null +++ b/results/moirai_base/epf_electricity_price/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "epf_electricity_price/H/medium", + "num_series": 5, + "num_windows": 35, + "num_variates": 1, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/epf_electricity_price/H/medium/metrics.npz b/results/moirai_base/epf_electricity_price/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4b4fd9ca7bbf984854a9c375eea7bfbdb35bfc8c --- /dev/null +++ b/results/moirai_base/epf_electricity_price/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:93427f77937c3e3945e533302041b822c4b469746fe9d4c1aba830e6f9f0baf3 +size 12173 diff --git a/results/moirai_base/epf_electricity_price/H/medium/predictions.npz b/results/moirai_base/epf_electricity_price/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9f488e46e63799e2522cfb1c9ad15ad1486c1fec --- /dev/null +++ b/results/moirai_base/epf_electricity_price/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73ad731887e80b471d911e77a62228a1dbe1f4ec9f970423733d2a3279d79420 +size 177734 diff --git a/results/moirai_base/epf_electricity_price/H/short/config.json b/results/moirai_base/epf_electricity_price/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8e25f815d26835cf8443dbbc169b50e2f26398ce --- /dev/null +++ b/results/moirai_base/epf_electricity_price/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "epf_electricity_price/H/short", + "num_series": 5, + "num_windows": 105, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "patch_size": 32, + "mode": "multivariate" +} \ No newline at end of file diff --git a/results/moirai_base/epf_electricity_price/H/short/metrics.npz b/results/moirai_base/epf_electricity_price/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..94d4128bd60141ed7214d5f80f437755b15cdce2 --- /dev/null +++ b/results/moirai_base/epf_electricity_price/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:74c90b41c789416a29827ccaa4073d28a87fa6e45027f8850decbf486bdf2bf4 +size 32264 diff --git a/results/moirai_base/epf_electricity_price/H/short/predictions.npz b/results/moirai_base/epf_electricity_price/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3e25073d7e6be381dc6a2a7839e193a94c4439da --- /dev/null +++ b/results/moirai_base/epf_electricity_price/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da61af7e743c7daeca3b53deec90f982f4da374bd1bea57f4c4e90537dc3fc45 +size 177374 diff --git a/results/seasonal_naive/Australia_Solar/H/long/config.json b/results/seasonal_naive/Australia_Solar/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c8d1a5bf045b89b63169784bcb2da7c101abb76c --- /dev/null +++ b/results/seasonal_naive/Australia_Solar/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/long", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 34896, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/Australia_Solar/H/long/metrics.npz b/results/seasonal_naive/Australia_Solar/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..87df69eb5809c0869ddf6ef5594f6a64bc5896f4 --- /dev/null +++ b/results/seasonal_naive/Australia_Solar/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc917c71421b26356f34fcd7553cfc3e473956a5e08fc7f651a2ee94c8812dbd +size 4539 diff --git a/results/seasonal_naive/Australia_Solar/H/long/predictions.npz b/results/seasonal_naive/Australia_Solar/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cf68f22584db10eef2acc7f5462ff0a0deab921e --- /dev/null +++ b/results/seasonal_naive/Australia_Solar/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ba5b7fa157bf12debe5fcf797e80918db6b21a8ca1d2f8c4631f44c15c1754a +size 85918 diff --git a/results/seasonal_naive/Australia_Solar/H/medium/config.json b/results/seasonal_naive/Australia_Solar/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f2508cf0437c456a8dc3f14625be6263d992e096 --- /dev/null +++ b/results/seasonal_naive/Australia_Solar/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/medium", + "num_series": 1, + "num_windows": 35, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 34992, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/Australia_Solar/H/medium/metrics.npz b/results/seasonal_naive/Australia_Solar/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c1f989309af7dfab8d0b88708518ca3e4ccbed44 --- /dev/null +++ b/results/seasonal_naive/Australia_Solar/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1aaf40b8220d71b34aa99348a14c02603efe49378e68dc4d171e35c395ed008c +size 8401 diff --git a/results/seasonal_naive/Australia_Solar/H/medium/predictions.npz b/results/seasonal_naive/Australia_Solar/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..38c514b771ec5ecaab365255c2798598d83f8d9d --- /dev/null +++ b/results/seasonal_naive/Australia_Solar/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a67d37f03d7109e5307b87d33239d30264a31b5899d345ddbdfdc550ba5f6682 +size 85826 diff --git a/results/seasonal_naive/Australia_Solar/H/short/config.json b/results/seasonal_naive/Australia_Solar/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..83f9099360b56765721d31cd1f723e2ead65e5cd --- /dev/null +++ b/results/seasonal_naive/Australia_Solar/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Australia_Solar/H/short", + "num_series": 1, + "num_windows": 105, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 35040, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/Australia_Solar/H/short/metrics.npz b/results/seasonal_naive/Australia_Solar/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f35afe766216ea02b44efb4768e822b329ff93ed --- /dev/null +++ b/results/seasonal_naive/Australia_Solar/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b2d6fc5ea9083dba41f1d112e16b1bdb363633dbaf42c86500dff94d3625a8e1 +size 21022 diff --git a/results/seasonal_naive/Australia_Solar/H/short/predictions.npz b/results/seasonal_naive/Australia_Solar/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..47b26df9fac9b768229b74b3d0bbe743d67e6fc8 --- /dev/null +++ b/results/seasonal_naive/Australia_Solar/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e855fbae244352f8846f6d9fbee06b9603355ce7b5eff8b4d41b411ff0f7c86 +size 86007 diff --git a/results/seasonal_naive/Auto_Production_SF/M/short/config.json b/results/seasonal_naive/Auto_Production_SF/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2db85d731d5ad55b9700dc57be8213ca4048e8fb --- /dev/null +++ b/results/seasonal_naive/Auto_Production_SF/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Auto_Production_SF/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 355, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 12 +} \ No newline at end of file diff --git a/results/seasonal_naive/Auto_Production_SF/M/short/metrics.npz b/results/seasonal_naive/Auto_Production_SF/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7fe015007658e3c8faa846338dce7d2012cc4b15 --- /dev/null +++ b/results/seasonal_naive/Auto_Production_SF/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5824afbc834d07931e1bdd941510f2a1c016d2e561107a02a1462ca784e445a4 +size 1834 diff --git a/results/seasonal_naive/Auto_Production_SF/M/short/predictions.npz b/results/seasonal_naive/Auto_Production_SF/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..697f6d3c4880b08acd1891b032fd376cd828b897 --- /dev/null +++ b/results/seasonal_naive/Auto_Production_SF/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d23c2021c02809a1122002257c4c7342438db5919224c231615c9db9029d96b6 +size 1335 diff --git a/results/seasonal_naive/CPHL/15T/long/config.json b/results/seasonal_naive/CPHL/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2879bb8e207293e486a7686f60d958bbf0e8d007 --- /dev/null +++ b/results/seasonal_naive/CPHL/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/long", + "num_series": 2, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 10543, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/CPHL/15T/long/metrics.npz b/results/seasonal_naive/CPHL/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..28fd298d40c323eb7b1498ce10c9efb31b7d6fbd --- /dev/null +++ b/results/seasonal_naive/CPHL/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b00eeec6109b3c39b1dcad52f3a0d0b98540b31c25fd6766531c2451142c592f +size 2173 diff --git a/results/seasonal_naive/CPHL/15T/long/predictions.npz b/results/seasonal_naive/CPHL/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7b30a58742c0214e491a2d48c4a1530f21902432 --- /dev/null +++ b/results/seasonal_naive/CPHL/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b104673b84adda54659cce7687200f274488659988d91ee7f47e68143bcfb78 +size 43079 diff --git a/results/seasonal_naive/CPHL/15T/medium/config.json b/results/seasonal_naive/CPHL/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ccf3b0895e75adc7b4f60ae9b7352c2ce50a22fd --- /dev/null +++ b/results/seasonal_naive/CPHL/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/medium", + "num_series": 2, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 10735, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/CPHL/15T/medium/metrics.npz b/results/seasonal_naive/CPHL/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9c09a8ef9bb86356c8d8bca256135330ba7ebe86 --- /dev/null +++ b/results/seasonal_naive/CPHL/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78be71f7236edc904e59ef1aaa9261e886a908f84526138b9b23ddb72bb0a330 +size 3519 diff --git a/results/seasonal_naive/CPHL/15T/medium/predictions.npz b/results/seasonal_naive/CPHL/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b3cdc6a602e42bfe9318fd061759981bdc2bcd4f --- /dev/null +++ b/results/seasonal_naive/CPHL/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a9b6e91a4afa27f432f4e902bf4b1ba0222e3e3a2da2fb851d636b581a8ac94 +size 42931 diff --git a/results/seasonal_naive/CPHL/15T/short/config.json b/results/seasonal_naive/CPHL/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..587a61ea3bec683660f7b8611e03ad2bacb664ba --- /dev/null +++ b/results/seasonal_naive/CPHL/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/15T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 10819, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/CPHL/15T/short/metrics.npz b/results/seasonal_naive/CPHL/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4234abaaf62e1efddd69924ebbc27a158bb5d7bb --- /dev/null +++ b/results/seasonal_naive/CPHL/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83e9f0bb99d6d27fe0fb370d275d60e59c139bc5c6d67093951ec4ecfe37ddfa +size 16451 diff --git a/results/seasonal_naive/CPHL/15T/short/predictions.npz b/results/seasonal_naive/CPHL/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8868c21e3fef6d5d819600682523cdbad80b15f6 --- /dev/null +++ b/results/seasonal_naive/CPHL/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a165a9520a19ec3d4f36fda082ee2660386bfd4d6a2af5201d5dc31625144b9a +size 43436 diff --git a/results/seasonal_naive/CPHL/30T/long/config.json b/results/seasonal_naive/CPHL/30T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..226e36083f8b5de5b62817cca800acf26bffda8b --- /dev/null +++ b/results/seasonal_naive/CPHL/30T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/long", + "num_series": 2, + "num_windows": 10, + "num_variates": 1, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 17422, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 48 +} \ No newline at end of file diff --git a/results/seasonal_naive/CPHL/30T/long/metrics.npz b/results/seasonal_naive/CPHL/30T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d19dde95fc5b077ba182f7d76e62641b274d8189 --- /dev/null +++ b/results/seasonal_naive/CPHL/30T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23034bd61d52366b0a2fdd963245b5fa75296c3ecbf98506e6552c00e0d7080c +size 2842 diff --git a/results/seasonal_naive/CPHL/30T/long/predictions.npz b/results/seasonal_naive/CPHL/30T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..965fbbc656e62b61fc6eabbc11282ee3a3b782d0 --- /dev/null +++ b/results/seasonal_naive/CPHL/30T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1c7f34c8ffc6b9ab7b1cc9c1dad5597743fa27aa4d105dae18a73762f8c78d8 +size 42901 diff --git a/results/seasonal_naive/CPHL/30T/medium/config.json b/results/seasonal_naive/CPHL/30T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..55a1ec5e204e3d3f561c61112e690ff6892a7129 --- /dev/null +++ b/results/seasonal_naive/CPHL/30T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/medium", + "num_series": 2, + "num_windows": 30, + "num_variates": 1, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 17518, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 48 +} \ No newline at end of file diff --git a/results/seasonal_naive/CPHL/30T/medium/metrics.npz b/results/seasonal_naive/CPHL/30T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d5c1cdfd6de153884e32de01288d9ec4d7020e1e --- /dev/null +++ b/results/seasonal_naive/CPHL/30T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:291950bdcf4a9798ea9eefb3eeac37b2cdbcf771c46c6a7dfe52ac66e4cff851 +size 5556 diff --git a/results/seasonal_naive/CPHL/30T/medium/predictions.npz b/results/seasonal_naive/CPHL/30T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bacc4f51310b07b3b908300d5a8d49c2c500fc37 --- /dev/null +++ b/results/seasonal_naive/CPHL/30T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d330887cc9a6e0617806760ba1088fb742bb5d872c7fbab53192c7188fb5108f +size 41783 diff --git a/results/seasonal_naive/CPHL/30T/short/config.json b/results/seasonal_naive/CPHL/30T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..886a88aae5622d836838986ec37e33c985b52c1f --- /dev/null +++ b/results/seasonal_naive/CPHL/30T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/30T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 17554, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 48 +} \ No newline at end of file diff --git a/results/seasonal_naive/CPHL/30T/short/metrics.npz b/results/seasonal_naive/CPHL/30T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..936fedb9af4d616a37c43faf7e0e49ada06ae0ee --- /dev/null +++ b/results/seasonal_naive/CPHL/30T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb55e7f55c23ae1c00fe634a7d1ed8321fb7519425bba590553422d926d9053b +size 16505 diff --git a/results/seasonal_naive/CPHL/30T/short/predictions.npz b/results/seasonal_naive/CPHL/30T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c58e7bcc09a773064bb2fbc788133a2e4d37ecfd --- /dev/null +++ b/results/seasonal_naive/CPHL/30T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d4881e1ebb1cd33b0cdbd5529418e55b1bed5d011ab05cd8f7512e7f0e2edfe +size 42864 diff --git a/results/seasonal_naive/CPHL/H/long/config.json b/results/seasonal_naive/CPHL/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..742df894cbb465281be336b27e37c0d42edc3769 --- /dev/null +++ b/results/seasonal_naive/CPHL/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/long", + "num_series": 4, + "num_windows": 2, + "num_variates": 1, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 8447, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/CPHL/H/long/metrics.npz b/results/seasonal_naive/CPHL/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3ee71f940a30ad68c13445f8d698818e1ca30012 --- /dev/null +++ b/results/seasonal_naive/CPHL/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c9b0b9a3c45f94dd2ec29134f933a5e60e5025f6e0af78834b65d2378eb9e5ff +size 2040 diff --git a/results/seasonal_naive/CPHL/H/long/predictions.npz b/results/seasonal_naive/CPHL/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..27e180651604fbea3b820c48bd7549a5472e515a --- /dev/null +++ b/results/seasonal_naive/CPHL/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71de8ffbe1ce9b17c235d993d819a64e46c6743b0e4593138a9cafabaae74663 +size 42879 diff --git a/results/seasonal_naive/CPHL/H/medium/config.json b/results/seasonal_naive/CPHL/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..745416dad6cf10955b4907e0c936b02aafa29c83 --- /dev/null +++ b/results/seasonal_naive/CPHL/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/medium", + "num_series": 4, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 8615, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/CPHL/H/medium/metrics.npz b/results/seasonal_naive/CPHL/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..40e7f1e63032659abb00dbdde52d3526193bc10e --- /dev/null +++ b/results/seasonal_naive/CPHL/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b8c8108d475123f2528557d57597083a93d734129130c55ed9d2dc66d7e7f9f +size 2563 diff --git a/results/seasonal_naive/CPHL/H/medium/predictions.npz b/results/seasonal_naive/CPHL/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..abb9138d20b939c3d13ca72f4ebcdca38c03eb14 --- /dev/null +++ b/results/seasonal_naive/CPHL/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d25e69d314cc84ff75cf0d00b567940c667b8c365dca35bc4d7df5c58719be6b +size 42071 diff --git a/results/seasonal_naive/CPHL/H/short/config.json b/results/seasonal_naive/CPHL/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..36dce53e00b842e11ca329af20d017ea83ac5aa7 --- /dev/null +++ b/results/seasonal_naive/CPHL/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "CPHL/H/short", + "num_series": 4, + "num_windows": 28, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 8759, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/CPHL/H/short/metrics.npz b/results/seasonal_naive/CPHL/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..820451b3710f147b685decfc45b0d68f16b30bc0 --- /dev/null +++ b/results/seasonal_naive/CPHL/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7329e6eb2ab1faf76af6c793fa9c948a9adde751171d0f5b36df2b35e6d5c25 +size 8743 diff --git a/results/seasonal_naive/CPHL/H/short/predictions.npz b/results/seasonal_naive/CPHL/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2f3fa375c55065c3e85fa8dbdb4c5bb2b51c3647 --- /dev/null +++ b/results/seasonal_naive/CPHL/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c09a5ea5579c9751bc45baf30ae7c4d89d55c88ef50d7974f4185a05d9bd799c +size 41266 diff --git a/results/seasonal_naive/Coastal_T_S/15T/long/config.json b/results/seasonal_naive/Coastal_T_S/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..777e07a59be12fba9ecda355b3a53e947cc8717c --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 22846, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/Coastal_T_S/15T/long/metrics.npz b/results/seasonal_naive/Coastal_T_S/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ecf873e42b00e73b7d4239ede5975ba75fac7a69 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d01c91628664b33d9ce0f927abe935c917dd5670b48de6739db2f3d363139f21 +size 6470 diff --git a/results/seasonal_naive/Coastal_T_S/15T/long/predictions.npz b/results/seasonal_naive/Coastal_T_S/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ee886b15c9b5dc929913e8a62a528f35149b6799 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e58f051b13b64542ac81a4f8b591b196c0c40f35b9a77bb0e4b3eb106c61b1e +size 179898 diff --git a/results/seasonal_naive/Coastal_T_S/15T/medium/config.json b/results/seasonal_naive/Coastal_T_S/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8c22cdf3efb1f16b263ae1e50f4c4ade9b894cc7 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 23038, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/Coastal_T_S/15T/medium/metrics.npz b/results/seasonal_naive/Coastal_T_S/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b705e73806eb75fb79a98ff7603de3fc3880bded --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c3afcab4e392406fb7fe35ec593ee7f971ecd918605091d2133cc5abcb281081 +size 15597 diff --git a/results/seasonal_naive/Coastal_T_S/15T/medium/predictions.npz b/results/seasonal_naive/Coastal_T_S/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..40c0ee4cb79ab0fbee872740c2fd451eb713a850 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:771e030d1d31bccecdfbaa61834e1a3c282d8f3694e3e164dece062ec52a6a1a +size 186269 diff --git a/results/seasonal_naive/Coastal_T_S/15T/short/config.json b/results/seasonal_naive/Coastal_T_S/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..084b20ec5416b0a5c65a93fb2a0934c4265b55f7 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 23122, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/Coastal_T_S/15T/short/metrics.npz b/results/seasonal_naive/Coastal_T_S/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8d237d356f71b6e9002dd5f3f4ec0677bc3b103b --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a5f5ba6d82542110ef72038b1fc4c367ee6b25fa7dce32b047b9d77abd0444a +size 110656 diff --git a/results/seasonal_naive/Coastal_T_S/15T/short/predictions.npz b/results/seasonal_naive/Coastal_T_S/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..93852df80d7907f24194a22bcaa70cb68f51d15d --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1806591c4be4fdf8dacb97b3b1edbbf8b1101b98b91b0ce7b761dcc9e5b3a76a +size 201881 diff --git a/results/seasonal_naive/Coastal_T_S/20T/long/config.json b/results/seasonal_naive/Coastal_T_S/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ac269d793e279d07bc20006c67679cf3a890d1e5 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/20T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 7982, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 72 +} \ No newline at end of file diff --git a/results/seasonal_naive/Coastal_T_S/20T/long/metrics.npz b/results/seasonal_naive/Coastal_T_S/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d19b3bffcc1580ccd5241b7ded835d0f69533e08 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a340f4326ac89db8ab137325005fb6cd9b27a643fe551feff53925250d58753e +size 2508 diff --git a/results/seasonal_naive/Coastal_T_S/20T/long/predictions.npz b/results/seasonal_naive/Coastal_T_S/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ba17d7e594b9310588fe0fbf3536091efcf28cba --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e5b7e2a5e034053796bb9a02f50ad36be9a722f1020345f175c9714c225abfb +size 20559 diff --git a/results/seasonal_naive/Coastal_T_S/20T/medium/config.json b/results/seasonal_naive/Coastal_T_S/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3e3105666813b627733fd3640f395cd42f5152c0 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/20T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 8126, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 72 +} \ No newline at end of file diff --git a/results/seasonal_naive/Coastal_T_S/20T/medium/metrics.npz b/results/seasonal_naive/Coastal_T_S/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0d34d2cc1b529d5d5cd0c745d31c0eeb7fe283c5 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3886288166f27cace266d2eda8b5e7f2a6becbde9dfa5252ebfbc779a626c67e +size 4515 diff --git a/results/seasonal_naive/Coastal_T_S/20T/medium/predictions.npz b/results/seasonal_naive/Coastal_T_S/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9a044cfaa4c6580c97f4e10d2d027e94ceb97d13 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:79a5eed2d96e69cb4d6d197b237450b1983fc74423bbf2888b0d87e006fee2e2 +size 22015 diff --git a/results/seasonal_naive/Coastal_T_S/20T/short/config.json b/results/seasonal_naive/Coastal_T_S/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..687970f4817e01b75a72b1a1361b3e9c53098a38 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/20T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/20T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 8189, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 72 +} \ No newline at end of file diff --git a/results/seasonal_naive/Coastal_T_S/20T/short/metrics.npz b/results/seasonal_naive/Coastal_T_S/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..402db9b1373c0aa0053261c11686a6e860a9bfee --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59ad541dff5c260c280ef3db9dc88230592bdf50e5f010a83da39fc808ed5a06 +size 23607 diff --git a/results/seasonal_naive/Coastal_T_S/20T/short/predictions.npz b/results/seasonal_naive/Coastal_T_S/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..69edc10150dbb093adec990b6cd6fb0381703a5d --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:011050bbb1d9a92756c1c31be91ee3f1227dd5394c6d7f254f58ee40f932fc89 +size 24855 diff --git a/results/seasonal_naive/Coastal_T_S/5T/long/config.json b/results/seasonal_naive/Coastal_T_S/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c8fe3bf4a40f1c608ae756eefe59d29c1b81a800 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/long", + "num_series": 18, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 104544, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/Coastal_T_S/5T/long/metrics.npz b/results/seasonal_naive/Coastal_T_S/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..146c95385b5ee7d7dfe42a17105bda60a6dca97c --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b793e2d874aaa7f15e3032106cec08097249eb28776b5f3188efa310b15ebddd +size 18311 diff --git a/results/seasonal_naive/Coastal_T_S/5T/long/predictions.npz b/results/seasonal_naive/Coastal_T_S/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ddf708f145605a1e2c3c2c7ab432da00fc9ccdff --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e2626e3a36cb20766b488fc2296b086bc16bbd0ecbe6d40c4ec89a870459cc4 +size 1669197 diff --git a/results/seasonal_naive/Coastal_T_S/5T/medium/config.json b/results/seasonal_naive/Coastal_T_S/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8e6ecc6ce9078ea6e35a2ae8714d4a1d4242e536 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/medium", + "num_series": 18, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 105120, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/Coastal_T_S/5T/medium/metrics.npz b/results/seasonal_naive/Coastal_T_S/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..aa0b97e45a893f8339e5b5937973e8447d110b7a --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a25442151c69fb3ec9a12d64078cbc6922438fb4c6b1d3c9997c382e08663b5 +size 51048 diff --git a/results/seasonal_naive/Coastal_T_S/5T/medium/predictions.npz b/results/seasonal_naive/Coastal_T_S/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e36c5c725e31a1729f3c2da05ab626a8d2224a11 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bce357b38bc6b6202a9fad09d5a8b4586d8e16cb28e139da0e4e79adb748db32 +size 1717109 diff --git a/results/seasonal_naive/Coastal_T_S/5T/short/config.json b/results/seasonal_naive/Coastal_T_S/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2730492b8cafce3ca467ad7cabefd863a17c7ee6 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/5T/short", + "num_series": 18, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 105372, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/Coastal_T_S/5T/short/metrics.npz b/results/seasonal_naive/Coastal_T_S/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7f881853f50c31be9dd65767033eeecc86c84afc --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:38d652e53abf6aae3686b9c16577aad4337563ef510a5d797250da07c68a8033 +size 395408 diff --git a/results/seasonal_naive/Coastal_T_S/5T/short/predictions.npz b/results/seasonal_naive/Coastal_T_S/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c180eee032e97d4e279c72786efb69f3115cd57b --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9ddb4e36c7606c3a47f57ead99ee31d775af92266f235b66ae78e7e5ef2cfdf +size 1831352 diff --git a/results/seasonal_naive/Coastal_T_S/H/long/config.json b/results/seasonal_naive/Coastal_T_S/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..29b838db89a6edbcdd15d780f5c903af9cb14c23 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/long", + "num_series": 24, + "num_windows": 2, + "num_variates": 3, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 8448, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/Coastal_T_S/H/long/metrics.npz b/results/seasonal_naive/Coastal_T_S/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f2cf84c23bf0b71696fa73a8e643ca38e42abdc0 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a5467d67d8882e06586ed038086504725dd71b04e9cd87434a0e8f5810f75c7 +size 10714 diff --git a/results/seasonal_naive/Coastal_T_S/H/long/predictions.npz b/results/seasonal_naive/Coastal_T_S/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f768a035ea74203b03c955f3801ae53a668508de --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55da4d8f9c7938fa056fc790379cb68e9dc2feb4d142cefe4a2ca344897a272b +size 396622 diff --git a/results/seasonal_naive/Coastal_T_S/H/medium/config.json b/results/seasonal_naive/Coastal_T_S/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..503f0b8798413deb633511b2591ba1c55d92a9e8 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/medium", + "num_series": 24, + "num_windows": 4, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 8616, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/Coastal_T_S/H/medium/metrics.npz b/results/seasonal_naive/Coastal_T_S/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..765dce5d6035b298dbafcf933f056cb4e25dc470 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3da51b77c1b70624daee6943aee5ffbb276972135d444466015a36548726c199 +size 19406 diff --git a/results/seasonal_naive/Coastal_T_S/H/medium/predictions.npz b/results/seasonal_naive/Coastal_T_S/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..603b2289954872fae0d7f015771f121625ea46af --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb8ead0a287427a06eb41a04fdf9dc1019bc5bc45d9d168fee2ce5971a2f5595 +size 416982 diff --git a/results/seasonal_naive/Coastal_T_S/H/short/config.json b/results/seasonal_naive/Coastal_T_S/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9582da4c58df3d67f4cc515ea629c72540877828 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Coastal_T_S/H/short", + "num_series": 24, + "num_windows": 28, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 8760, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/Coastal_T_S/H/short/metrics.npz b/results/seasonal_naive/Coastal_T_S/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0daef4785d21c10f9dce2916936f6c75476c2846 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d8df58109b9d0c7086c076de8026df419e3883ac36b52bc1a78b6f1f073fcbf +size 123578 diff --git a/results/seasonal_naive/Coastal_T_S/H/short/predictions.npz b/results/seasonal_naive/Coastal_T_S/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fdd44554a63daac7306923fc23f73af296c73fb2 --- /dev/null +++ b/results/seasonal_naive/Coastal_T_S/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f5274955d61d73b3e7b67851f77c846b91b20d86536ad8b9c5bc3059e7a9bae +size 453152 diff --git a/results/seasonal_naive/Commodity_Import/M/short/config.json b/results/seasonal_naive/Commodity_Import/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8c94be4b616387784c218d64e64303f3495bfbee --- /dev/null +++ b/results/seasonal_naive/Commodity_Import/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Commodity_Import/M/short", + "num_series": 8, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 1228, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 12 +} \ No newline at end of file diff --git a/results/seasonal_naive/Commodity_Import/M/short/metrics.npz b/results/seasonal_naive/Commodity_Import/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..91700bb662c1678c8f60d1ab66ffbbde98be1d59 --- /dev/null +++ b/results/seasonal_naive/Commodity_Import/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55667d32e0f2362cbf1284719b4a61a3a04c62d356f464d1b7fe846f49047edf +size 4194 diff --git a/results/seasonal_naive/Commodity_Import/M/short/predictions.npz b/results/seasonal_naive/Commodity_Import/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..55e6151e7799f5a52985e524dd0ba9cc9ff3d8e3 --- /dev/null +++ b/results/seasonal_naive/Commodity_Import/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6932b9c88c22bb200a3b2118a87057c8262f37c316adf2500eef952c096b200b +size 8205 diff --git a/results/seasonal_naive/Commodity_Production/M/short/config.json b/results/seasonal_naive/Commodity_Production/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9b3c346b40797e8539e67d0b70f36b7bd1ccc9ed --- /dev/null +++ b/results/seasonal_naive/Commodity_Production/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Commodity_Production/M/short", + "num_series": 32, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 636, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 12 +} \ No newline at end of file diff --git a/results/seasonal_naive/Commodity_Production/M/short/metrics.npz b/results/seasonal_naive/Commodity_Production/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..faae3d7159a955c0ecf8da1d34b5832275af9150 --- /dev/null +++ b/results/seasonal_naive/Commodity_Production/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41a9a40fa1e0d946f8c2832704bc00af26f0d5d0586e37e16bc809c246f401a5 +size 11624 diff --git a/results/seasonal_naive/Commodity_Production/M/short/predictions.npz b/results/seasonal_naive/Commodity_Production/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e95cdf5034800ba5ed342a51f41e6c3b5091348d --- /dev/null +++ b/results/seasonal_naive/Commodity_Production/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ffab9a9d9261a454d097cf3877f63478614ffa951df2fa2bfd3bc46c78424a1 +size 30280 diff --git a/results/seasonal_naive/Crypto/D/short/config.json b/results/seasonal_naive/Crypto/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6b865ce61dd4d9d4382af21dbec33710aba64775 --- /dev/null +++ b/results/seasonal_naive/Crypto/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Crypto/D/short", + "num_series": 1, + "num_windows": 9, + "num_variates": 4, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2809, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "season_length": 1 +} \ No newline at end of file diff --git a/results/seasonal_naive/Crypto/D/short/metrics.npz b/results/seasonal_naive/Crypto/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7a5445ec8d551e0e122022f15a7652680bfb6ae1 --- /dev/null +++ b/results/seasonal_naive/Crypto/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c42a824337e7c380ddceb9bb9fe37f487cf69ac09472df98b0588fb75d0906d +size 3917 diff --git a/results/seasonal_naive/Crypto/D/short/predictions.npz b/results/seasonal_naive/Crypto/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b9c89c429b34f4243c4b29a5c52d592714489282 --- /dev/null +++ b/results/seasonal_naive/Crypto/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a54a4ad58f9a492435e154e36835fe413c719fdfae5bb0cbeb39c3403aa9925 +size 15469 diff --git a/results/seasonal_naive/ECDC_COVID/D/short/config.json b/results/seasonal_naive/ECDC_COVID/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4078ad2f5b42d885f7d2834a7abb128ef0c87f60 --- /dev/null +++ b/results/seasonal_naive/ECDC_COVID/D/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "ECDC_COVID/D/short", + "num_series": 9, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 1199, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 1 +} \ No newline at end of file diff --git a/results/seasonal_naive/ECDC_COVID/D/short/metrics.npz b/results/seasonal_naive/ECDC_COVID/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..02662c7f042455d57ab23239f5dfe11e673cc21d --- /dev/null +++ b/results/seasonal_naive/ECDC_COVID/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8622f918de8d9fd13ec81f8d4a10f6a696f4c1b3aba29589dc4ea6f6d6ad53bb +size 4519 diff --git a/results/seasonal_naive/ECDC_COVID/D/short/predictions.npz b/results/seasonal_naive/ECDC_COVID/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..21e0451c038c3aa8808a13d30f9fac15fc8e236d --- /dev/null +++ b/results/seasonal_naive/ECDC_COVID/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:51750f3c96abcbf4f259b7f2d63a2e0ea69b798c05bb65456cf6ad870938ecb6 +size 21878 diff --git a/results/seasonal_naive/ECDC_COVID/W/short/config.json b/results/seasonal_naive/ECDC_COVID/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ab497ba03bd03efd11de41313138cb2202864df1 --- /dev/null +++ b/results/seasonal_naive/ECDC_COVID/W/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "ECDC_COVID/W/short", + "num_series": 16, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 183, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 1 +} \ No newline at end of file diff --git a/results/seasonal_naive/ECDC_COVID/W/short/metrics.npz b/results/seasonal_naive/ECDC_COVID/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ee8cd9a3484df5924cc79e61123da5c36f9d3289 --- /dev/null +++ b/results/seasonal_naive/ECDC_COVID/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c29468b09a429ab10024ced57c2c5daa49ad752797770b8c19030c27cdd148f +size 5804 diff --git a/results/seasonal_naive/ECDC_COVID/W/short/predictions.npz b/results/seasonal_naive/ECDC_COVID/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..38b8eb48d8b5571921ab004106974c141389e011 --- /dev/null +++ b/results/seasonal_naive/ECDC_COVID/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0cd15e5713cf64428fc15a845ffac5af0653e5c603a0541c460db9d57bdf0a6 +size 14560 diff --git a/results/seasonal_naive/EWELD_Load/15T/long/config.json b/results/seasonal_naive/EWELD_Load/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6bb75ebd6c9a07c1c7dd1c0c4b7f3332a8dc2ba8 --- /dev/null +++ b/results/seasonal_naive/EWELD_Load/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/long", + "num_series": 1, + "num_windows": 2, + "num_variates": 10, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 19872, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/EWELD_Load/15T/long/metrics.npz b/results/seasonal_naive/EWELD_Load/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cdc8ab10d462f199b3f24ff79b289fbf09184922 --- /dev/null +++ b/results/seasonal_naive/EWELD_Load/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37e48e1d27f192e85b7fcd16f14be0360d74f18ce0e9220c93d2360923d42870 +size 2849 diff --git a/results/seasonal_naive/EWELD_Load/15T/long/predictions.npz b/results/seasonal_naive/EWELD_Load/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f47a482ff7b4cb6b858fb5aae0ae4bb748d80cad --- /dev/null +++ b/results/seasonal_naive/EWELD_Load/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:461305c029e1840629c1eeff40586b81a6a9af1c067baedb0b25b80b74158621 +size 174966 diff --git a/results/seasonal_naive/EWELD_Load/15T/medium/config.json b/results/seasonal_naive/EWELD_Load/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d310e79b83a9cc434ba9ee9e6ad6b45a3c569ac5 --- /dev/null +++ b/results/seasonal_naive/EWELD_Load/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/medium", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 20448, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/EWELD_Load/15T/medium/metrics.npz b/results/seasonal_naive/EWELD_Load/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8b5c91887e51e648cdc13711cb34ea1ae8729b92 --- /dev/null +++ b/results/seasonal_naive/EWELD_Load/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e6b8d761f457eee806f80c812364737a922a546adcc5b1e200a045118c31b50 +size 10465 diff --git a/results/seasonal_naive/EWELD_Load/15T/medium/predictions.npz b/results/seasonal_naive/EWELD_Load/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..91fe5d8470aaf6ab6076a9134ed997c1293df4e2 --- /dev/null +++ b/results/seasonal_naive/EWELD_Load/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c6fb9273e10ca994c70f7f4d23cbced2b67a2df7d23c834c135864e47aa4978 +size 175684 diff --git a/results/seasonal_naive/EWELD_Load/15T/short/config.json b/results/seasonal_naive/EWELD_Load/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dd2c376d218ea70a46aa5ffecb318ca6cf1dbb1b --- /dev/null +++ b/results/seasonal_naive/EWELD_Load/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "EWELD_Load/15T/short", + "num_series": 1, + "num_windows": 56, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 20520, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/EWELD_Load/15T/short/metrics.npz b/results/seasonal_naive/EWELD_Load/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4c85c213beb54d7c44a2b3378588b15d3102e98b --- /dev/null +++ b/results/seasonal_naive/EWELD_Load/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c573c14d08d6cb33693e547c788b2df78c63ef3b8113b618e55b50ed2d4e4834 +size 35892 diff --git a/results/seasonal_naive/EWELD_Load/15T/short/predictions.npz b/results/seasonal_naive/EWELD_Load/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..22772a58c9f58ad6cf43a11bff0c226beb3a7f08 --- /dev/null +++ b/results/seasonal_naive/EWELD_Load/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0192d4d12d54c9abbf40bdd84007dceec0590eaa3886d7c7ef7b5037d3c25914 +size 184364 diff --git a/results/seasonal_naive/Finland_Traffic/15T/long/config.json b/results/seasonal_naive/Finland_Traffic/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7f31d3e459b21764f10425060d4f64700a1c2733 --- /dev/null +++ b/results/seasonal_naive/Finland_Traffic/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 34176, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/Finland_Traffic/15T/long/metrics.npz b/results/seasonal_naive/Finland_Traffic/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bc56e44e5c5649786b02b5d86ebfdc9ba8092a97 --- /dev/null +++ b/results/seasonal_naive/Finland_Traffic/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:012cd04ab62aba5430325e8bd1e27ac179eccd1dfdbf612f93f7ade2f1495504 +size 1767 diff --git a/results/seasonal_naive/Finland_Traffic/15T/long/predictions.npz b/results/seasonal_naive/Finland_Traffic/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4ae43bff3a920129a20d6d8f66a39ceead258dd6 --- /dev/null +++ b/results/seasonal_naive/Finland_Traffic/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65f473f499828e06b86f9e10e74121bf1573d62cbec2413652a28ac6a0a9b715 +size 41204 diff --git a/results/seasonal_naive/Finland_Traffic/15T/medium/config.json b/results/seasonal_naive/Finland_Traffic/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4a44202896cc9893d0a889ba8ed0fb8cf15ec8ba --- /dev/null +++ b/results/seasonal_naive/Finland_Traffic/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/medium", + "num_series": 1, + "num_windows": 31, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 35040, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/Finland_Traffic/15T/medium/metrics.npz b/results/seasonal_naive/Finland_Traffic/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3581966e7c2efb820a95412ab5dcf20b9f80be47 --- /dev/null +++ b/results/seasonal_naive/Finland_Traffic/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:798fe2ce120b0121f50b409914a2fe8d0a46077fe965c940eaa740b94fb6dd92 +size 3578 diff --git a/results/seasonal_naive/Finland_Traffic/15T/medium/predictions.npz b/results/seasonal_naive/Finland_Traffic/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0519c0b8e08f4c86247890697d60b02f6d121b1d --- /dev/null +++ b/results/seasonal_naive/Finland_Traffic/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:012bd22bec4a43cdc73d2aeb69332cada898284e51fbde44e606fab7ecad3264 +size 45551 diff --git a/results/seasonal_naive/Finland_Traffic/15T/short/config.json b/results/seasonal_naive/Finland_Traffic/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..62af8ea4b9a1ea177e58620419d24128d4c8df57 --- /dev/null +++ b/results/seasonal_naive/Finland_Traffic/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Finland_Traffic/15T/short", + "num_series": 1, + "num_windows": 186, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 35120, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/Finland_Traffic/15T/short/metrics.npz b/results/seasonal_naive/Finland_Traffic/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4177db0bacd0fbb8e31a870a398e7945733c555f --- /dev/null +++ b/results/seasonal_naive/Finland_Traffic/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0aaa4263f78d14bc31008c6dcce581f1f0f31ae85fbf695e6e9a5a922cf7404 +size 13230 diff --git a/results/seasonal_naive/Finland_Traffic/15T/short/predictions.npz b/results/seasonal_naive/Finland_Traffic/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9ac5c112f737b95f3cad09ddfdc92e39c944d8ab --- /dev/null +++ b/results/seasonal_naive/Finland_Traffic/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b05a5915686d59817207cac561e7fadb7020e26f1a28c00aaa53d4016f13696 +size 46137 diff --git a/results/seasonal_naive/Global_Influenza/W/short/config.json b/results/seasonal_naive/Global_Influenza/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7957a002c01f9393728234439cd9306e19f525b9 --- /dev/null +++ b/results/seasonal_naive/Global_Influenza/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Global_Influenza/W/short", + "num_series": 15, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 197, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/Global_Influenza/W/short/metrics.npz b/results/seasonal_naive/Global_Influenza/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f4983f1de493f86e37c25b31df439f5e7684515a --- /dev/null +++ b/results/seasonal_naive/Global_Influenza/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9430e185e3812e5a0ce7b5582759b82cb09f08e2f5d10bbfe082a517353921d0 +size 16395 diff --git a/results/seasonal_naive/Global_Influenza/W/short/predictions.npz b/results/seasonal_naive/Global_Influenza/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..13bd37dba79a804a94f44edd121e2eeadc69fbb8 --- /dev/null +++ b/results/seasonal_naive/Global_Influenza/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d12c85bd619c29423241896ca80c600a37b161162f113a13be53e213cc6a408a +size 50985 diff --git a/results/seasonal_naive/Global_Price/Q/short/config.json b/results/seasonal_naive/Global_Price/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9e42df5aa32764d767a88bf15838961e902c7f32 --- /dev/null +++ b/results/seasonal_naive/Global_Price/Q/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Global_Price/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 60, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 138, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 4 +} \ No newline at end of file diff --git a/results/seasonal_naive/Global_Price/Q/short/metrics.npz b/results/seasonal_naive/Global_Price/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4bdb8bbe78dd455a7828d94c1cc07e44c71d68fe --- /dev/null +++ b/results/seasonal_naive/Global_Price/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d390c272ef8f0f03af1294ccd0231a5087d8a0edf5836770d0be1ea45200a55e +size 19980 diff --git a/results/seasonal_naive/Global_Price/Q/short/predictions.npz b/results/seasonal_naive/Global_Price/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..20c1aedfdd461e2aae1044fffee75709ce3f6c0e --- /dev/null +++ b/results/seasonal_naive/Global_Price/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21a80870afc3349a2befd38223ca46e9abc40448bc4f4edee9b52e68d65fc255 +size 20291 diff --git a/results/seasonal_naive/Housing_Inventory/M/short/config.json b/results/seasonal_naive/Housing_Inventory/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3b4e23d564c3536899c51a4175fd7c6a9f506122 --- /dev/null +++ b/results/seasonal_naive/Housing_Inventory/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Housing_Inventory/M/short", + "num_series": 1, + "num_windows": 3, + "num_variates": 4, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 102, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "season_length": 12 +} \ No newline at end of file diff --git a/results/seasonal_naive/Housing_Inventory/M/short/metrics.npz b/results/seasonal_naive/Housing_Inventory/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..702f163ada3ea3d903afc6d67b67608d8d2fac56 --- /dev/null +++ b/results/seasonal_naive/Housing_Inventory/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c1231cf012bdcf1ea0ffe3120f13c7ccca74828d14c1933f182f80b5b4b7813 +size 2302 diff --git a/results/seasonal_naive/Housing_Inventory/M/short/predictions.npz b/results/seasonal_naive/Housing_Inventory/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..69f50b53f0f444f356434f2d372a4cba95a44ef2 --- /dev/null +++ b/results/seasonal_naive/Housing_Inventory/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05c2888f215f2a346af55adf73c695f5782a8f83ff957bfabdaa12cc8c68aa5e +size 2652 diff --git a/results/seasonal_naive/JOLTS/M/short/config.json b/results/seasonal_naive/JOLTS/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b258586cf20570bd03102467d39d6016b8d25213 --- /dev/null +++ b/results/seasonal_naive/JOLTS/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "JOLTS/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 285, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 12 +} \ No newline at end of file diff --git a/results/seasonal_naive/JOLTS/M/short/metrics.npz b/results/seasonal_naive/JOLTS/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b5a53f69cb4f86ed7f76ff5c691214225d49ccd9 --- /dev/null +++ b/results/seasonal_naive/JOLTS/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3637dc148a8f8b3d042668797b2bf2f95863f4979b3ed7479f6e1ed3d3c426c +size 3512 diff --git a/results/seasonal_naive/JOLTS/M/short/predictions.npz b/results/seasonal_naive/JOLTS/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..41069d2973ccac79817fbe555ff547bb2bc32c34 --- /dev/null +++ b/results/seasonal_naive/JOLTS/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3cfa912c55ddad6a85e1efe0fd821717a3f55751072fb080517f0c2a34cb5858 +size 6038 diff --git a/results/seasonal_naive/Job_Claims/W/short/config.json b/results/seasonal_naive/Job_Claims/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e6e657effad75dd619462467db7537e959173661 --- /dev/null +++ b/results/seasonal_naive/Job_Claims/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Job_Claims/W/short", + "num_series": 1, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 183, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "season_length": 1 +} \ No newline at end of file diff --git a/results/seasonal_naive/Job_Claims/W/short/metrics.npz b/results/seasonal_naive/Job_Claims/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c91d779d2a82d178088b6c04513cfb879fa4dc53 --- /dev/null +++ b/results/seasonal_naive/Job_Claims/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bbc28fee20336abf794cab23391c78ed5e6ceb773b71d61788900d63cb3130ce +size 2038 diff --git a/results/seasonal_naive/Job_Claims/W/short/predictions.npz b/results/seasonal_naive/Job_Claims/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ad587c86721f7c600af2cea4779497e22630d4d0 --- /dev/null +++ b/results/seasonal_naive/Job_Claims/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13c37723dcb5f0ed1e3eb856064d3b403294e80c6e930e123bf4109ec6edd7ed +size 1555 diff --git a/results/seasonal_naive/MetroPT-3/5T/long/config.json b/results/seasonal_naive/MetroPT-3/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2fc067ccd785ffcbd4db16dd3f7f9ce5209e6dbe --- /dev/null +++ b/results/seasonal_naive/MetroPT-3/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/long", + "num_series": 1, + "num_windows": 3, + "num_variates": 6, + "prediction_length": 576, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 17233, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/MetroPT-3/5T/long/metrics.npz b/results/seasonal_naive/MetroPT-3/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b9a11d726ee2604244409b052e4578440b64e7f2 --- /dev/null +++ b/results/seasonal_naive/MetroPT-3/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fcf1fc208015df281121458727c0060bed6af98f33fa69269ed86d82cbe6be55 +size 2712 diff --git a/results/seasonal_naive/MetroPT-3/5T/long/predictions.npz b/results/seasonal_naive/MetroPT-3/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2b97057d49a087e3cb8c8f4559420ca5b9b670c2 --- /dev/null +++ b/results/seasonal_naive/MetroPT-3/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4fe372e28d4f5d233e9caec96bcb255a3114e17fb0759ed0e220d2de1153f363 +size 131030 diff --git a/results/seasonal_naive/MetroPT-3/5T/medium/config.json b/results/seasonal_naive/MetroPT-3/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e5550c4e94fefde02d7a988ee4bb6dbfd2e6b687 --- /dev/null +++ b/results/seasonal_naive/MetroPT-3/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/medium", + "num_series": 1, + "num_windows": 6, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 17521, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/MetroPT-3/5T/medium/metrics.npz b/results/seasonal_naive/MetroPT-3/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..15572b2a5eadcdab4e93022a7ee062c91f4c5412 --- /dev/null +++ b/results/seasonal_naive/MetroPT-3/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9236788fb708723d3692dd689e4574fbf178a1968120e765b28e299a78076460 +size 3908 diff --git a/results/seasonal_naive/MetroPT-3/5T/medium/predictions.npz b/results/seasonal_naive/MetroPT-3/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..25aaaf80b6bf191982b53fdb0ae77e36c09a800a --- /dev/null +++ b/results/seasonal_naive/MetroPT-3/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:964d1345c690a73c23ef5d8a44901ea3abd5e747cc5bfebea16fe204ec95255e +size 124263 diff --git a/results/seasonal_naive/MetroPT-3/5T/short/config.json b/results/seasonal_naive/MetroPT-3/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..aa9209735748d7cca1a740bc0946121548b45b4b --- /dev/null +++ b/results/seasonal_naive/MetroPT-3/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "MetroPT-3/5T/short", + "num_series": 1, + "num_windows": 36, + "num_variates": 6, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 17761, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/MetroPT-3/5T/short/metrics.npz b/results/seasonal_naive/MetroPT-3/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..55b8fad7bb0c5a161ef49c3242cd829b033afc1c --- /dev/null +++ b/results/seasonal_naive/MetroPT-3/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed405e696cf5f959d9399885a355c08e3bf40173c1920de714c84f8490b0b9c3 +size 14789 diff --git a/results/seasonal_naive/MetroPT-3/5T/short/predictions.npz b/results/seasonal_naive/MetroPT-3/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..11907d082e4c84ff0cbf64782624175350ddbee3 --- /dev/null +++ b/results/seasonal_naive/MetroPT-3/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dea7910d4ac3c11e935b952eff6958a95d8335a8eb63e9605aa670084b684b30 +size 132071 diff --git a/results/seasonal_naive/NE_China_Wind/H/long/config.json b/results/seasonal_naive/NE_China_Wind/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c50c70456075ba6f6ee545c4b08aded454af45e4 --- /dev/null +++ b/results/seasonal_naive/NE_China_Wind/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 8548, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/NE_China_Wind/H/long/metrics.npz b/results/seasonal_naive/NE_China_Wind/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..42934f6bfb9211e7c1475db6700ab614e6a37c95 --- /dev/null +++ b/results/seasonal_naive/NE_China_Wind/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:edbe8db46127baceb7f1c789652ce6e730fdf64ac7dc022d8479a1dc717d7536 +size 2561 diff --git a/results/seasonal_naive/NE_China_Wind/H/long/predictions.npz b/results/seasonal_naive/NE_China_Wind/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e77dd0ca22b81f038868da1fa0ba1f8654489270 --- /dev/null +++ b/results/seasonal_naive/NE_China_Wind/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:369e5fe9b578578e1c0ebbcde1d8a6457b2a4b0d6d6db79fabf0c0448624196d +size 42447 diff --git a/results/seasonal_naive/NE_China_Wind/H/medium/config.json b/results/seasonal_naive/NE_China_Wind/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5e0eb946dae7fbb4d573af824d3318a8b613522c --- /dev/null +++ b/results/seasonal_naive/NE_China_Wind/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/medium", + "num_series": 1, + "num_windows": 10, + "num_variates": 4, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 8692, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/NE_China_Wind/H/medium/metrics.npz b/results/seasonal_naive/NE_China_Wind/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6283a31102f273d7ad3c2def6a66007b0413ae35 --- /dev/null +++ b/results/seasonal_naive/NE_China_Wind/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6c95366772b489f31523402e65081181f8315920b1de95c34a0418857e48471 +size 4208 diff --git a/results/seasonal_naive/NE_China_Wind/H/medium/predictions.npz b/results/seasonal_naive/NE_China_Wind/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..35bf25292ff250c3f46d62eaee023f6091c22df6 --- /dev/null +++ b/results/seasonal_naive/NE_China_Wind/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:789e02ca43c39c5bdcc23a9bdb7e7f6b61fdece66dc341f147e9bc06cc9fdae8 +size 45760 diff --git a/results/seasonal_naive/NE_China_Wind/H/short/config.json b/results/seasonal_naive/NE_China_Wind/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ed73de862e9ff89430f1ab6ac4431f14a2aabea0 --- /dev/null +++ b/results/seasonal_naive/NE_China_Wind/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "NE_China_Wind/H/short", + "num_series": 1, + "num_windows": 30, + "num_variates": 4, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 8740, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/NE_China_Wind/H/short/metrics.npz b/results/seasonal_naive/NE_China_Wind/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f47fdbe3c498f4c97a952b693cbf4a6285330ed5 --- /dev/null +++ b/results/seasonal_naive/NE_China_Wind/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4fe0efe1a4abede50744d2f55676adf950af87a3ea8dc16896bfdf94e0a1bd04 +size 9225 diff --git a/results/seasonal_naive/NE_China_Wind/H/short/predictions.npz b/results/seasonal_naive/NE_China_Wind/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..380122b391deeda366cb899d9f3d0d5467c75bd6 --- /dev/null +++ b/results/seasonal_naive/NE_China_Wind/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a76eaeeb238c499ad41a21bf4f43e32afd139326271b3773195a03a24df102f +size 46138 diff --git a/results/seasonal_naive/Oil_Price/B/short/config.json b/results/seasonal_naive/Oil_Price/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..50bf573d9fd32f2628443ea8353cc7255d572bff --- /dev/null +++ b/results/seasonal_naive/Oil_Price/B/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Oil_Price/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 12, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 4998, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 5 +} \ No newline at end of file diff --git a/results/seasonal_naive/Oil_Price/B/short/metrics.npz b/results/seasonal_naive/Oil_Price/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..82d7493ac1f1c7452df82e8f44e3f0111af40357 --- /dev/null +++ b/results/seasonal_naive/Oil_Price/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b534cb5485af3deefd7477ea021e29465cbb89f8a972dcb7476fe38bdb8a6cf7 +size 27325 diff --git a/results/seasonal_naive/Oil_Price/B/short/predictions.npz b/results/seasonal_naive/Oil_Price/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..982b41a1ef62542545ff78fdd92ff5d45cb11135 --- /dev/null +++ b/results/seasonal_naive/Oil_Price/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f60eb7779a6572558ec4260a677ca983e458cd04d495290c23484e21a93173cb +size 108478 diff --git a/results/seasonal_naive/Online_Retail_2_UCI/D/short/config.json b/results/seasonal_naive/Online_Retail_2_UCI/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..336831117a8772d26f34efa17ec144a13aa3a461 --- /dev/null +++ b/results/seasonal_naive/Online_Retail_2_UCI/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Online_Retail_2_UCI/D/short", + "num_series": 1, + "num_windows": 6, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 709, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "season_length": 1 +} \ No newline at end of file diff --git a/results/seasonal_naive/Online_Retail_2_UCI/D/short/metrics.npz b/results/seasonal_naive/Online_Retail_2_UCI/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..596c3dff39182cd51afde4b0db356b3111612866 --- /dev/null +++ b/results/seasonal_naive/Online_Retail_2_UCI/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95247ffaf65a8d2c93a0837274d5ea1ed7cee45cba5c71ad86f324704a9d8363 +size 1898 diff --git a/results/seasonal_naive/Online_Retail_2_UCI/D/short/predictions.npz b/results/seasonal_naive/Online_Retail_2_UCI/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3ac025266e55db6ca27e83260e1219237542f4d3 --- /dev/null +++ b/results/seasonal_naive/Online_Retail_2_UCI/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc998d48297c5aa3c322d3a15093e8d9e5e8ad13b434f09b957a5c1d74ce2b9d +size 3444 diff --git a/results/seasonal_naive/OpenElectricity_NEM/5T/long/config.json b/results/seasonal_naive/OpenElectricity_NEM/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2db4232c0b9c1796e143593d8dd085ef5b392356 --- /dev/null +++ b/results/seasonal_naive/OpenElectricity_NEM/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/long", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 43200, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/OpenElectricity_NEM/5T/long/metrics.npz b/results/seasonal_naive/OpenElectricity_NEM/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c49781a28cebb2245eeb3af124b64c827711eff7 --- /dev/null +++ b/results/seasonal_naive/OpenElectricity_NEM/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c3b4309b2dadff1b29dacda789ec9cfa2b16f868613a0ca01acf1495847513b9 +size 10448 diff --git a/results/seasonal_naive/OpenElectricity_NEM/5T/long/predictions.npz b/results/seasonal_naive/OpenElectricity_NEM/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..470ed489b283b37516943dc986b6a3bdc489a57e --- /dev/null +++ b/results/seasonal_naive/OpenElectricity_NEM/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3433a7a250903080951c96e38732d0875aec8292ddf13ec306085d685be93e43 +size 547299 diff --git a/results/seasonal_naive/OpenElectricity_NEM/5T/medium/config.json b/results/seasonal_naive/OpenElectricity_NEM/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..822e5472b2ba4a36035c71528b92832862395d11 --- /dev/null +++ b/results/seasonal_naive/OpenElectricity_NEM/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/medium", + "num_series": 1, + "num_windows": 42, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 43392, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/OpenElectricity_NEM/5T/medium/metrics.npz b/results/seasonal_naive/OpenElectricity_NEM/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..20617da48a122303c1be6231fa6cf71173ad4653 --- /dev/null +++ b/results/seasonal_naive/OpenElectricity_NEM/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad2e99a22675f7b7b597ae73e40c2aa400475a0eb116a16bdb4db420cc6854fe +size 27306 diff --git a/results/seasonal_naive/OpenElectricity_NEM/5T/medium/predictions.npz b/results/seasonal_naive/OpenElectricity_NEM/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5b2072dc6edcc38456a0e38e8dc961fb2c8ffb3e --- /dev/null +++ b/results/seasonal_naive/OpenElectricity_NEM/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a96c13feb8fc40e17326e91761cb9ee62b172255871d8c0857ea8d7a4f6a7dd +size 549157 diff --git a/results/seasonal_naive/OpenElectricity_NEM/5T/short/config.json b/results/seasonal_naive/OpenElectricity_NEM/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f08e6367a88fe37ae2a59bd66bbaed6af4025e55 --- /dev/null +++ b/results/seasonal_naive/OpenElectricity_NEM/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/short", + "num_series": 1, + "num_windows": 168, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 43464, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/OpenElectricity_NEM/5T/short/metrics.npz b/results/seasonal_naive/OpenElectricity_NEM/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8d0ef9cc76d1a776f8f7f5e876cf53e9ca5ad065 --- /dev/null +++ b/results/seasonal_naive/OpenElectricity_NEM/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54725284e6f057425626aa2e23c32ce0561be715cdbc88621677f7bd01b40362 +size 103415 diff --git a/results/seasonal_naive/OpenElectricity_NEM/5T/short/predictions.npz b/results/seasonal_naive/OpenElectricity_NEM/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1336094b66bbcb63252ec320ac7d0b2a2a967c44 --- /dev/null +++ b/results/seasonal_naive/OpenElectricity_NEM/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb56604005bb5b19c8c6bab15a10ddd8e9d972bb58012de3e77c33d04f3b3579 +size 563756 diff --git a/results/seasonal_naive/Port_Activity/D/short/config.json b/results/seasonal_naive/Port_Activity/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c8432f58371c9aa4218089f2f73be27a9398b7e7 --- /dev/null +++ b/results/seasonal_naive/Port_Activity/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Port_Activity/D/short", + "num_series": 99, + "num_windows": 12, + "num_variates": 2, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2092, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "season_length": 1 +} \ No newline at end of file diff --git a/results/seasonal_naive/Port_Activity/D/short/metrics.npz b/results/seasonal_naive/Port_Activity/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b69d1309f2d70c444a4724a3d9272df5980e6bc5 --- /dev/null +++ b/results/seasonal_naive/Port_Activity/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7b12008a2ab67f44181f9cd5727d715c3d6abc36180f25043c5e4c073626a8f +size 144437 diff --git a/results/seasonal_naive/Port_Activity/D/short/predictions.npz b/results/seasonal_naive/Port_Activity/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..748d74b4ff4aea8fb4de1fedc09cc6c1ba0bf589 --- /dev/null +++ b/results/seasonal_naive/Port_Activity/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2796249595ccc8e322d955f2c25cd1cd753fe6436ce054268d155d755c1cd8ee +size 1164507 diff --git a/results/seasonal_naive/Port_Activity/W/short/config.json b/results/seasonal_naive/Port_Activity/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..708d7bcd19245be6611be7476871a8007b154443 --- /dev/null +++ b/results/seasonal_naive/Port_Activity/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Port_Activity/W/short", + "num_series": 99, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 291, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "season_length": 1 +} \ No newline at end of file diff --git a/results/seasonal_naive/Port_Activity/W/short/metrics.npz b/results/seasonal_naive/Port_Activity/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..999ce727c90944eb6908d3d2e46804014dd3fb14 --- /dev/null +++ b/results/seasonal_naive/Port_Activity/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b91072d289384e5c47bcf98736a9c395759e0b81bdff9392e54089214b5d7d0 +size 49804 diff --git a/results/seasonal_naive/Port_Activity/W/short/predictions.npz b/results/seasonal_naive/Port_Activity/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ae9a5943f833d6f3c60ce3ad011c35f88bf4c5f3 --- /dev/null +++ b/results/seasonal_naive/Port_Activity/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00d1d18c2bca36f2b83b9ebe2488068b2472b8384fce3cb4056489bdf395f62a +size 168950 diff --git a/results/seasonal_naive/SG_Carpark/15T/long/config.json b/results/seasonal_naive/SG_Carpark/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1e86033ee7c41ab24b6a7894ccbd4157563d0e7b --- /dev/null +++ b/results/seasonal_naive/SG_Carpark/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/long", + "num_series": 354, + "num_windows": 1, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 13823, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/SG_Carpark/15T/long/metrics.npz b/results/seasonal_naive/SG_Carpark/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0052239efae22f10f789c974c9ea56241b3be8b4 --- /dev/null +++ b/results/seasonal_naive/SG_Carpark/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ebcf5905ad1d8f3f6c013bf8722f387bfd9b98ac6e90b8e5daabf9da3e3d05d +size 23251 diff --git a/results/seasonal_naive/SG_Carpark/15T/long/predictions.npz b/results/seasonal_naive/SG_Carpark/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d04594fe98583d478c124bf69d05e70f7198e1c2 --- /dev/null +++ b/results/seasonal_naive/SG_Carpark/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64aaca4d88a92df6b2d845ff8cf7cafa321204e8207d7f9a5689b51391e5aab0 +size 2344738 diff --git a/results/seasonal_naive/SG_Carpark/15T/medium/config.json b/results/seasonal_naive/SG_Carpark/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d2ddb68cb85d569d44def5eca984a89b1e6c9f3a --- /dev/null +++ b/results/seasonal_naive/SG_Carpark/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/medium", + "num_series": 354, + "num_windows": 7, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 14399, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/SG_Carpark/15T/medium/metrics.npz b/results/seasonal_naive/SG_Carpark/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e0b4376207dbd8030dc9efbb3309af9f4f8f46f0 --- /dev/null +++ b/results/seasonal_naive/SG_Carpark/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07ff14318e8f279ecc4932b74bf4e87019d429385d7c206a85f227f73324ee4c +size 151633 diff --git a/results/seasonal_naive/SG_Carpark/15T/medium/predictions.npz b/results/seasonal_naive/SG_Carpark/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..624fbc55aabe71bb0ef2d276b8321ac4b9ea3c1b --- /dev/null +++ b/results/seasonal_naive/SG_Carpark/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ee31f1420fae9655a2048864ee6c1bdb0386a310601f83691db5161a5158fc1 +size 2375628 diff --git a/results/seasonal_naive/SG_Carpark/15T/short/config.json b/results/seasonal_naive/SG_Carpark/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2021c8abaa7a84d28ea40997b555536c8c7c5158 --- /dev/null +++ b/results/seasonal_naive/SG_Carpark/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Carpark/15T/short", + "num_series": 354, + "num_windows": 42, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 14479, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/SG_Carpark/15T/short/metrics.npz b/results/seasonal_naive/SG_Carpark/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e4bcf54f1548cf4024eee580a88ac2b72903efe7 --- /dev/null +++ b/results/seasonal_naive/SG_Carpark/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87d049d314147cacbcac6669340ac9983002f70e520de730e7200584a3b84617 +size 899196 diff --git a/results/seasonal_naive/SG_Carpark/15T/short/predictions.npz b/results/seasonal_naive/SG_Carpark/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8e53069d0bc40b8224b27e8ddf0e90cfc56ab405 --- /dev/null +++ b/results/seasonal_naive/SG_Carpark/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac67fa5f148c976d0793d767c57ca58d6f7ed73c46781204ca347c1a21128b95 +size 2510769 diff --git a/results/seasonal_naive/SG_PM25/H/long/config.json b/results/seasonal_naive/SG_PM25/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..858b47caf6b86b2a8e4b78d12dc7f8b22845fcc7 --- /dev/null +++ b/results/seasonal_naive/SG_PM25/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/long", + "num_series": 1, + "num_windows": 13, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 38496, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/SG_PM25/H/long/metrics.npz b/results/seasonal_naive/SG_PM25/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7d2868207ab9823fc10225dba02e66cdd4cd1fca --- /dev/null +++ b/results/seasonal_naive/SG_PM25/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:066af6522bb35bcc8aba035e2215883cf272360748b635b8961471430cc6b40b +size 5835 diff --git a/results/seasonal_naive/SG_PM25/H/long/predictions.npz b/results/seasonal_naive/SG_PM25/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ce2b7f40b705460d6f3596f09f9aaec5ff2a1139 --- /dev/null +++ b/results/seasonal_naive/SG_PM25/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c98fad8118cf76140c8580c325ff110089931aedd7e9fdc618e54e1354a1ee8 +size 145335 diff --git a/results/seasonal_naive/SG_PM25/H/medium/config.json b/results/seasonal_naive/SG_PM25/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9429332e0209e9b0cc06fa3cd29b01af908113d9 --- /dev/null +++ b/results/seasonal_naive/SG_PM25/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/medium", + "num_series": 1, + "num_windows": 30, + "num_variates": 5, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 38568, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/SG_PM25/H/medium/metrics.npz b/results/seasonal_naive/SG_PM25/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3931f7ec220844841eec9b12666a406cb2fefc25 --- /dev/null +++ b/results/seasonal_naive/SG_PM25/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d797c4d3418810009968c633930b5a7a914e6ce236555cd841e1ac25380966a +size 10958 diff --git a/results/seasonal_naive/SG_PM25/H/medium/predictions.npz b/results/seasonal_naive/SG_PM25/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a68adc238462e43c10baca642dac85ded7ff9039 --- /dev/null +++ b/results/seasonal_naive/SG_PM25/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31f6cea99a2f234f1cddc491adcdc44e029f591f28bae838ef93e902392d4987 +size 140631 diff --git a/results/seasonal_naive/SG_PM25/H/short/config.json b/results/seasonal_naive/SG_PM25/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..af8ba5ab969d003b8ffb5c68e27e801b3a89752f --- /dev/null +++ b/results/seasonal_naive/SG_PM25/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_PM25/H/short", + "num_series": 1, + "num_windows": 92, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 38664, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/SG_PM25/H/short/metrics.npz b/results/seasonal_naive/SG_PM25/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1ffb7ebda1c6279b60e2a87b947856b75f45c54e --- /dev/null +++ b/results/seasonal_naive/SG_PM25/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:decc086fbde55e70cc2b8dd53aa82decfe52f310783fffba2ceb2f9d5ad9eb9b +size 29540 diff --git a/results/seasonal_naive/SG_PM25/H/short/predictions.npz b/results/seasonal_naive/SG_PM25/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c3d517f561920f121c07400bab541e9ddb498140 --- /dev/null +++ b/results/seasonal_naive/SG_PM25/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:966dd6f7ea491fe493ba733f761acba67276424563a5f2879768de1fa6b685c5 +size 141399 diff --git a/results/seasonal_naive/SG_Weather/D/long/config.json b/results/seasonal_naive/SG_Weather/D/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ed8b484b3efa8f5b3bb1cacb1e1b310435f52d29 --- /dev/null +++ b/results/seasonal_naive/SG_Weather/D/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/long", + "num_series": 6, + "num_windows": 26, + "num_variates": 4, + "prediction_length": 14, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2937, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 1 +} \ No newline at end of file diff --git a/results/seasonal_naive/SG_Weather/D/long/metrics.npz b/results/seasonal_naive/SG_Weather/D/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bbf29940434dddbfe27ab41a85a771a4f840d4df --- /dev/null +++ b/results/seasonal_naive/SG_Weather/D/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:38653a28dc7822f989ac85439d2b2635986308592c2be706c9cf4b0e08bdb021 +size 39762 diff --git a/results/seasonal_naive/SG_Weather/D/long/predictions.npz b/results/seasonal_naive/SG_Weather/D/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d0543564a2a9167cc4c4a2e501e5ed01c7571958 --- /dev/null +++ b/results/seasonal_naive/SG_Weather/D/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34f73bc0e6d2e6624d3a5a0732543540c9130c49b1543370790ac1bcf3ebde48 +size 134483 diff --git a/results/seasonal_naive/SG_Weather/D/medium/config.json b/results/seasonal_naive/SG_Weather/D/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a5c237bc13dad16948ec18591a63d3d376ec03e2 --- /dev/null +++ b/results/seasonal_naive/SG_Weather/D/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/medium", + "num_series": 6, + "num_windows": 52, + "num_variates": 4, + "prediction_length": 7, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2944, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 1 +} \ No newline at end of file diff --git a/results/seasonal_naive/SG_Weather/D/medium/metrics.npz b/results/seasonal_naive/SG_Weather/D/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fbc65df96c64156bd9df7873a1a37dab1838da33 --- /dev/null +++ b/results/seasonal_naive/SG_Weather/D/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a21ebb53a4f6eef0cd494f2641a130141440b469e88d6f38f53ff89858e0daf8 +size 76406 diff --git a/results/seasonal_naive/SG_Weather/D/medium/predictions.npz b/results/seasonal_naive/SG_Weather/D/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..999d689825e75bede80b3f16be68531c115daa44 --- /dev/null +++ b/results/seasonal_naive/SG_Weather/D/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7e2d61922ab01632720fce1e30c8cb0d3be657ba76dc700ddb298948bc33fd1 +size 135325 diff --git a/results/seasonal_naive/SG_Weather/D/short/config.json b/results/seasonal_naive/SG_Weather/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d54fdb3eb2a0e33ba7fa2bcdd62663daa144e90a --- /dev/null +++ b/results/seasonal_naive/SG_Weather/D/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "SG_Weather/D/short", + "num_series": 6, + "num_windows": 122, + "num_variates": 4, + "prediction_length": 3, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2950, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 1 +} \ No newline at end of file diff --git a/results/seasonal_naive/SG_Weather/D/short/metrics.npz b/results/seasonal_naive/SG_Weather/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cc72b60b5564e91b023d89a34cb3bac768827351 --- /dev/null +++ b/results/seasonal_naive/SG_Weather/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5fb4b11b47184679108b99036c1ac58660b374ad0c005e5b8bfed4de68c51f9a +size 176564 diff --git a/results/seasonal_naive/SG_Weather/D/short/predictions.npz b/results/seasonal_naive/SG_Weather/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e2d9126abb30727d19dffb88ce49e571a2c41c91 --- /dev/null +++ b/results/seasonal_naive/SG_Weather/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:03d2b93c1670d1eb5413b80d3963b4b08580f6db9f3672d14f4af4af2d70e7c3 +size 137502 diff --git a/results/seasonal_naive/Smart_Manufacturing/H/long/config.json b/results/seasonal_naive/Smart_Manufacturing/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..427637806cad1469bf5495b3594433dc50b17e45 --- /dev/null +++ b/results/seasonal_naive/Smart_Manufacturing/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/long", + "num_series": 34, + "num_windows": 1, + "num_variates": 5, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 1331, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/Smart_Manufacturing/H/long/metrics.npz b/results/seasonal_naive/Smart_Manufacturing/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f35419b921fd11b4873ec6d345e6955e437d9ca5 --- /dev/null +++ b/results/seasonal_naive/Smart_Manufacturing/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12ab52ad62d78b4a31980a3319b11f5a934e373ce6e4902de712df70f6fe8ee2 +size 12183 diff --git a/results/seasonal_naive/Smart_Manufacturing/H/long/predictions.npz b/results/seasonal_naive/Smart_Manufacturing/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..47cc4dcde4ef502044fc0347f36e72dff671e22f --- /dev/null +++ b/results/seasonal_naive/Smart_Manufacturing/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:618dc30f894a3f068d2c4d1f22413963ca676f66eaa34a18de156a4cfa56691e +size 793780 diff --git a/results/seasonal_naive/Smart_Manufacturing/H/medium/config.json b/results/seasonal_naive/Smart_Manufacturing/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e620865247db68d4137911848c3db2ff1ba1eb76 --- /dev/null +++ b/results/seasonal_naive/Smart_Manufacturing/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/medium", + "num_series": 34, + "num_windows": 2, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 1499, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/Smart_Manufacturing/H/medium/metrics.npz b/results/seasonal_naive/Smart_Manufacturing/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..02369c9d1c46b5fed7151db6d12d0e06a52d1da3 --- /dev/null +++ b/results/seasonal_naive/Smart_Manufacturing/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa46fc2eafc78791adf386fe3aa067f63d882a670bfc8a8bee5b63fc7f902a56 +size 22384 diff --git a/results/seasonal_naive/Smart_Manufacturing/H/medium/predictions.npz b/results/seasonal_naive/Smart_Manufacturing/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a4d1a40153629d90fa196c0450d402c002dc9fc4 --- /dev/null +++ b/results/seasonal_naive/Smart_Manufacturing/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e063ec72f48e29b0d908dca299b800cc4ff810f18d93a55a2cb20c39bf5ea52 +size 794785 diff --git a/results/seasonal_naive/Smart_Manufacturing/H/short/config.json b/results/seasonal_naive/Smart_Manufacturing/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d4139ec7196de4181df46551e1f6103af93492a1 --- /dev/null +++ b/results/seasonal_naive/Smart_Manufacturing/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Smart_Manufacturing/H/short", + "num_series": 34, + "num_windows": 14, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 1643, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/Smart_Manufacturing/H/short/metrics.npz b/results/seasonal_naive/Smart_Manufacturing/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3fbb1a925937bdc6ba326af5b2e233a2a2ca2a52 --- /dev/null +++ b/results/seasonal_naive/Smart_Manufacturing/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37aa61b4cfa2afc1dca3f6f66327e7405365b79127d67f4d68ff9fbca312c67c +size 145974 diff --git a/results/seasonal_naive/Smart_Manufacturing/H/short/predictions.npz b/results/seasonal_naive/Smart_Manufacturing/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..084a2eec971c747f6dc539ccc95f2b1eecf31261 --- /dev/null +++ b/results/seasonal_naive/Smart_Manufacturing/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5592bfee648b89c72f1d6851b7cf5cfffaf4862cfea16a888244283988ef321a +size 778868 diff --git a/results/seasonal_naive/Supply_Chain_Customer/D/short/config.json b/results/seasonal_naive/Supply_Chain_Customer/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b2877ab19d551953085d20702687c75ff7243b3a --- /dev/null +++ b/results/seasonal_naive/Supply_Chain_Customer/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Supply_Chain_Customer/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 36, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 1972, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "season_length": 1 +} \ No newline at end of file diff --git a/results/seasonal_naive/Supply_Chain_Customer/D/short/metrics.npz b/results/seasonal_naive/Supply_Chain_Customer/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3bb4b0e9d5bf52e8c328827a9c9c46040e3c39ef --- /dev/null +++ b/results/seasonal_naive/Supply_Chain_Customer/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:620f43c9a39e4eb6c9fae6617c2fbe00643bc191ae3007872839aadd06d2a73d +size 28015 diff --git a/results/seasonal_naive/Supply_Chain_Customer/D/short/predictions.npz b/results/seasonal_naive/Supply_Chain_Customer/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..698171ce40be9fd95fd699ba89b6123eee9152a2 --- /dev/null +++ b/results/seasonal_naive/Supply_Chain_Customer/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23ebb0ea051d6b8bc10b0d2dae6f335d9e2be35b9766d9b12c519481f757b9fa +size 219185 diff --git a/results/seasonal_naive/Supply_Chain_Location/D/short/config.json b/results/seasonal_naive/Supply_Chain_Location/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ec935f4aeb6bad9269a072c048f3eaf5ea4eb91 --- /dev/null +++ b/results/seasonal_naive/Supply_Chain_Location/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Supply_Chain_Location/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 51, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 1972, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "season_length": 1 +} \ No newline at end of file diff --git a/results/seasonal_naive/Supply_Chain_Location/D/short/metrics.npz b/results/seasonal_naive/Supply_Chain_Location/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f1ca9182147808c44a719d00c3370c272522dfbe --- /dev/null +++ b/results/seasonal_naive/Supply_Chain_Location/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:260ec60ad55f6a5144ec8f1e9df604a041629f37ec5ab52051ce36db74a0aa0f +size 38888 diff --git a/results/seasonal_naive/Supply_Chain_Location/D/short/predictions.npz b/results/seasonal_naive/Supply_Chain_Location/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6b7cd5c101f9a66e22059e1c60103940d93c1a3d --- /dev/null +++ b/results/seasonal_naive/Supply_Chain_Location/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7c5a8affc8353d6b062be02fc842f1ee05003c940645cc63562530893ad0aa8 +size 305416 diff --git a/results/seasonal_naive/US_Labor/M/short/config.json b/results/seasonal_naive/US_Labor/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4010170b8e5ce3c612e9249ad002f831d4d6f74f --- /dev/null +++ b/results/seasonal_naive/US_Labor/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "US_Labor/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 14, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 368, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "season_length": 12 +} \ No newline at end of file diff --git a/results/seasonal_naive/US_Labor/M/short/metrics.npz b/results/seasonal_naive/US_Labor/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7a48fa4cf5ad8bfc9080e722db4c3e2b817ff3a7 --- /dev/null +++ b/results/seasonal_naive/US_Labor/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b97b2505e7e3e9672d5e7f2d76277de156507c0ddd8d12032bc58580d36eae40 +size 6180 diff --git a/results/seasonal_naive/US_Labor/M/short/predictions.npz b/results/seasonal_naive/US_Labor/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..67284b86bf1ba9752a4dadca67c639d01f035816 --- /dev/null +++ b/results/seasonal_naive/US_Labor/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e35743ad00c0b06d26e6d54379e64a5734345998f002891774f48d84d6eb1e5 +size 12630 diff --git a/results/seasonal_naive/US_Term_Structure/B/short/config.json b/results/seasonal_naive/US_Term_Structure/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f080a86f21303f926dcce3ba843c7c72604e9cf9 --- /dev/null +++ b/results/seasonal_naive/US_Term_Structure/B/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "US_Term_Structure/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 40, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 9289, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 5 +} \ No newline at end of file diff --git a/results/seasonal_naive/US_Term_Structure/B/short/metrics.npz b/results/seasonal_naive/US_Term_Structure/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c5c693338216401a5a6dbafe4681ff2952414f5e --- /dev/null +++ b/results/seasonal_naive/US_Term_Structure/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac26a8d3759bfe3fa7710fedd2dbc5708a8d3093b72fd87e0e87a914f2661b66 +size 86547 diff --git a/results/seasonal_naive/US_Term_Structure/B/short/predictions.npz b/results/seasonal_naive/US_Term_Structure/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ad8cb4cb7b1bcd0e2c9c8d8a4ca814d58c70cfac --- /dev/null +++ b/results/seasonal_naive/US_Term_Structure/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:921fb6a085f7f4e8c528b101dd645bf7ff8ba617c3e3c1255429c433180f55be +size 394797 diff --git a/results/seasonal_naive/Uncertainty_1M/M/short/config.json b/results/seasonal_naive/Uncertainty_1M/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b0eef1d78316efbe539aef90630f598b6c5e259a --- /dev/null +++ b/results/seasonal_naive/Uncertainty_1M/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Uncertainty_1M/M/short", + "num_series": 1, + "num_windows": 7, + "num_variates": 3, + "prediction_length": 6, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 774, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 12 +} \ No newline at end of file diff --git a/results/seasonal_naive/Uncertainty_1M/M/short/metrics.npz b/results/seasonal_naive/Uncertainty_1M/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ea400abb1834cba2316f78fb8d349ae000ef5f15 --- /dev/null +++ b/results/seasonal_naive/Uncertainty_1M/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0687ba4ce0d0a3245e7c54a2b280559b7a4ec3f7d16f9028a05af5e9abbc7098 +size 2916 diff --git a/results/seasonal_naive/Uncertainty_1M/M/short/predictions.npz b/results/seasonal_naive/Uncertainty_1M/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f5aca044322af27d2ed842584295bf5e0eb7f7e5 --- /dev/null +++ b/results/seasonal_naive/Uncertainty_1M/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:414b81e3c486fa6d299417e45ee4cd3e7193b28a3ddea02fb436dd989267f8c6 +size 2278 diff --git a/results/seasonal_naive/Vehicle_Sales/M/short/config.json b/results/seasonal_naive/Vehicle_Sales/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..acfaea248f29413dfff9974b6c0bc8c3a7d9706d --- /dev/null +++ b/results/seasonal_naive/Vehicle_Sales/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Vehicle_Sales/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 10, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 584, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 12 +} \ No newline at end of file diff --git a/results/seasonal_naive/Vehicle_Sales/M/short/metrics.npz b/results/seasonal_naive/Vehicle_Sales/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e3e3b5262312f927b62c939781c55ad46fdb4df6 --- /dev/null +++ b/results/seasonal_naive/Vehicle_Sales/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c46a4f1c8a25bc38ebc622ce76ff2aa0c13397e55798cea28a48a128bc684b40 +size 4877 diff --git a/results/seasonal_naive/Vehicle_Sales/M/short/predictions.npz b/results/seasonal_naive/Vehicle_Sales/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..270e1431b04211ef2d0f07c9ddc6dbea26008cd2 --- /dev/null +++ b/results/seasonal_naive/Vehicle_Sales/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a63b9c86f5778b11a29c303ead74640b14aa39081573d1970260baebfff4ee74 +size 9802 diff --git a/results/seasonal_naive/Vehicle_Supply/M/short/config.json b/results/seasonal_naive/Vehicle_Supply/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..121a01a8018126ef09b87011a958144cc3325d6e --- /dev/null +++ b/results/seasonal_naive/Vehicle_Supply/M/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Vehicle_Supply/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 379, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 12 +} \ No newline at end of file diff --git a/results/seasonal_naive/Vehicle_Supply/M/short/metrics.npz b/results/seasonal_naive/Vehicle_Supply/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ee261c76369e912465c3a314452d34aec11c4a01 --- /dev/null +++ b/results/seasonal_naive/Vehicle_Supply/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b334eeb96a66ae2a3bd6a2bc5f59b7fb9f374d707c70fdf5af258f6d94ed9c40 +size 3515 diff --git a/results/seasonal_naive/Vehicle_Supply/M/short/predictions.npz b/results/seasonal_naive/Vehicle_Supply/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..aa7306b141ef54d1b4461e0c37be76c981354f49 --- /dev/null +++ b/results/seasonal_naive/Vehicle_Supply/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32ce4be30acab550f13e1edce0b42770095116c9fe6b9e1dd8e95bce716644fa +size 6278 diff --git a/results/seasonal_naive/WUI_Global/Q/short/config.json b/results/seasonal_naive/WUI_Global/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7ef392b6c63121a4608624bf00791f443b3f8a86 --- /dev/null +++ b/results/seasonal_naive/WUI_Global/Q/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "WUI_Global/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 15, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 290, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 4 +} \ No newline at end of file diff --git a/results/seasonal_naive/WUI_Global/Q/short/metrics.npz b/results/seasonal_naive/WUI_Global/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7a4c10b37a6814a67ec0e3bced286effbff24484 --- /dev/null +++ b/results/seasonal_naive/WUI_Global/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c9842616f7c6b403670e7f0705f3f4873f438576bcffc2e5e9afc2cb628c312 +size 6465 diff --git a/results/seasonal_naive/WUI_Global/Q/short/predictions.npz b/results/seasonal_naive/WUI_Global/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e0f5d443433d50a18e005d76e6b80a171a537f6f --- /dev/null +++ b/results/seasonal_naive/WUI_Global/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:202651af45deb59577f3ee593a1a383f3b957189b7c3f5c542f347ea7945b131 +size 5306 diff --git a/results/seasonal_naive/Water_Quality_Darwin/15T/long/config.json b/results/seasonal_naive/Water_Quality_Darwin/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..33304e68c4bab1383ea1f73d121766efea070446 --- /dev/null +++ b/results/seasonal_naive/Water_Quality_Darwin/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/long", + "num_series": 7, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 18697, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/Water_Quality_Darwin/15T/long/metrics.npz b/results/seasonal_naive/Water_Quality_Darwin/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ef4479a6382b3045be51d29a75dbb206cbe125b4 --- /dev/null +++ b/results/seasonal_naive/Water_Quality_Darwin/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08b00a9da4e334ad062d5f917aed08d2cc5b05f8dc07bbd9f30a4ce8639c3c33 +size 14682 diff --git a/results/seasonal_naive/Water_Quality_Darwin/15T/long/predictions.npz b/results/seasonal_naive/Water_Quality_Darwin/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..35b4b871cf46bae26c3ad254c68b1ed51fe66c18 --- /dev/null +++ b/results/seasonal_naive/Water_Quality_Darwin/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb6ca79101be0004794ef4da5d47af9732c120d71faaac554d5e122c68ab20ab +size 542623 diff --git a/results/seasonal_naive/Water_Quality_Darwin/15T/medium/config.json b/results/seasonal_naive/Water_Quality_Darwin/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ea5ea3b477cb1718874b2052fd26e1dfa05b376d --- /dev/null +++ b/results/seasonal_naive/Water_Quality_Darwin/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/medium", + "num_series": 7, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 18889, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/Water_Quality_Darwin/15T/medium/metrics.npz b/results/seasonal_naive/Water_Quality_Darwin/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8dcbd08fa41b6c8bc852a6b78fcf212bed71398f --- /dev/null +++ b/results/seasonal_naive/Water_Quality_Darwin/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:158d996e52d23a9ae6492c476281cfa7bb28d8002703846453b8dbaedf6b4ab4 +size 40026 diff --git a/results/seasonal_naive/Water_Quality_Darwin/15T/medium/predictions.npz b/results/seasonal_naive/Water_Quality_Darwin/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8a87bdd04fec75e966d6933c4b18ced3de54ee6a --- /dev/null +++ b/results/seasonal_naive/Water_Quality_Darwin/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2cccb48feb4cd4538ffb1fe68e7014b89f993f586bfe38d370ed2bb05ff353a5 +size 563423 diff --git a/results/seasonal_naive/Water_Quality_Darwin/15T/short/config.json b/results/seasonal_naive/Water_Quality_Darwin/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..564eea5b02adac52a8a29ca85843dba855132e49 --- /dev/null +++ b/results/seasonal_naive/Water_Quality_Darwin/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/short", + "num_series": 7, + "num_windows": 90, + "num_variates": 6, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 18969, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/Water_Quality_Darwin/15T/short/metrics.npz b/results/seasonal_naive/Water_Quality_Darwin/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..26835edf17cc89fc5f69ac383636c9d868c58e2e --- /dev/null +++ b/results/seasonal_naive/Water_Quality_Darwin/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:247eab80a9661b812a1d124e2741f95eccab94020d847236b7d048948a3c3246 +size 230486 diff --git a/results/seasonal_naive/Water_Quality_Darwin/15T/short/predictions.npz b/results/seasonal_naive/Water_Quality_Darwin/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1ed755acaca5cfd24d503072bf0b00fb9e488866 --- /dev/null +++ b/results/seasonal_naive/Water_Quality_Darwin/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0aedd064e89d172317b1069cc275f05a4eff2f8c1695b9d12b64bc414046570 +size 596607 diff --git a/results/seasonal_naive/azure2019_D/5T/short/config.json b/results/seasonal_naive/azure2019_D/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2bd80527cfebd3825620f0dc5081fe94180acfcd --- /dev/null +++ b/results/seasonal_naive/azure2019_D/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_D/5T/short", + "num_series": 989, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 8351, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/azure2019_D/5T/short/metrics.npz b/results/seasonal_naive/azure2019_D/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..50e736cdc82be97417a029742260f2e848f1f32e --- /dev/null +++ b/results/seasonal_naive/azure2019_D/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed72eec7330c059abd440b4c37bd29149ffbbc170df6feb757eb759c38a0ae40 +size 543146 diff --git a/results/seasonal_naive/azure2019_D/5T/short/predictions.npz b/results/seasonal_naive/azure2019_D/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1111eaab0760a56dd269ad5079d3524347485a82 --- /dev/null +++ b/results/seasonal_naive/azure2019_D/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97a862a0a180dcdf9a99a563099f8b47b444359d6906e0ccedfa7f113233a376 +size 37648574 diff --git a/results/seasonal_naive/azure2019_I/5T/short/config.json b/results/seasonal_naive/azure2019_I/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7e4343cdf9c7bfa71fae30522b110df27845983b --- /dev/null +++ b/results/seasonal_naive/azure2019_I/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_I/5T/short", + "num_series": 492, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 8351, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/azure2019_I/5T/short/metrics.npz b/results/seasonal_naive/azure2019_I/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8caf9008e2607cb0623e66a06d1af69ba0254d60 --- /dev/null +++ b/results/seasonal_naive/azure2019_I/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15b8365a33cc5fe8c033ec72dcf3106698f231dd43e7bd8e17bc60dd7a8faa9b +size 271149 diff --git a/results/seasonal_naive/azure2019_I/5T/short/predictions.npz b/results/seasonal_naive/azure2019_I/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..54abb69ef131931af8fa3e00891896ccfa472898 --- /dev/null +++ b/results/seasonal_naive/azure2019_I/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b566a30256896360d6a78df0a8c9b230abe0ad8664b9477f4ee706cb56821445 +size 18461681 diff --git a/results/seasonal_naive/azure2019_U/5T/short/config.json b/results/seasonal_naive/azure2019_U/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cb40a2254abf41b2ddbf3fbc6662f3ce749914d2 --- /dev/null +++ b/results/seasonal_naive/azure2019_U/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "azure2019_U/5T/short", + "num_series": 78, + "num_windows": 6, + "num_variates": 3, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 1958, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/azure2019_U/5T/short/metrics.npz b/results/seasonal_naive/azure2019_U/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..13746258d341eb1969f6022ceeb48b2a0806bef2 --- /dev/null +++ b/results/seasonal_naive/azure2019_U/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d3a00c9cf3bdc5275607523e36c0edba203d5ee944a974604a8bc9bbbe45c9e +size 87088 diff --git a/results/seasonal_naive/azure2019_U/5T/short/predictions.npz b/results/seasonal_naive/azure2019_U/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c07ed954cc06e2d545c659c67b5c65a8a0b733ae --- /dev/null +++ b/results/seasonal_naive/azure2019_U/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1221ed0b33ad476c554e4f7b308c946a378031bed15652f41145f40c59eecca1 +size 1025357 diff --git a/results/seasonal_naive/current_velocity/10T/long/config.json b/results/seasonal_naive/current_velocity/10T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7ae5249ad659e3acdf3aaaf8ba5b920f5b894fa5 --- /dev/null +++ b/results/seasonal_naive/current_velocity/10T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/long", + "num_series": 10, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 432, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 31525, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 144 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/10T/long/metrics.npz b/results/seasonal_naive/current_velocity/10T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e10955c806e66c0f4a374c9baf0e60c7a6aa05ac --- /dev/null +++ b/results/seasonal_naive/current_velocity/10T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39b916285b91eef8bc2e7e18c9660561e252105b4cdc01b9ccb495a1b99d7f08 +size 20133 diff --git a/results/seasonal_naive/current_velocity/10T/long/predictions.npz b/results/seasonal_naive/current_velocity/10T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0bf3fccdc88f298d69a49fc3d2dd7253f6f5a1b3 --- /dev/null +++ b/results/seasonal_naive/current_velocity/10T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d205e128800088448ff3f42f8c168b0f5a69196f5c2de536c1293aa803530190 +size 1588126 diff --git a/results/seasonal_naive/current_velocity/10T/medium/config.json b/results/seasonal_naive/current_velocity/10T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bb786e09f5082865a1223b583a2deb41dc13b5c0 --- /dev/null +++ b/results/seasonal_naive/current_velocity/10T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/medium", + "num_series": 10, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 31813, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 144 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/10T/medium/metrics.npz b/results/seasonal_naive/current_velocity/10T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..026cf8ad4cf8ad9c1f96e81b5f2efd2e051727d7 --- /dev/null +++ b/results/seasonal_naive/current_velocity/10T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56a518bebdab8c45614e622888c60464a697b2954b464001b1781fe173606943 +size 56468 diff --git a/results/seasonal_naive/current_velocity/10T/medium/predictions.npz b/results/seasonal_naive/current_velocity/10T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8afd6c916b25bf6d67326089544daf2a6e39a194 --- /dev/null +++ b/results/seasonal_naive/current_velocity/10T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:526ff9c3e0d6f6a9ede08e377f44188e7bd12e99bdc1d68bf65ed534f780f9e2 +size 1622959 diff --git a/results/seasonal_naive/current_velocity/10T/short/config.json b/results/seasonal_naive/current_velocity/10T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..eec674942a39669273af23c375a268e00b0a4947 --- /dev/null +++ b/results/seasonal_naive/current_velocity/10T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/10T/short", + "num_series": 10, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 18, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 31939, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 144 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/10T/short/metrics.npz b/results/seasonal_naive/current_velocity/10T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f559a2e67b459b82e1340b73d5c5370d175e2197 --- /dev/null +++ b/results/seasonal_naive/current_velocity/10T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b4652de94ab1b5c771929902e6e29207afd743e9599321c1184f873a1afe5b5 +size 439742 diff --git a/results/seasonal_naive/current_velocity/10T/short/predictions.npz b/results/seasonal_naive/current_velocity/10T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ba264d2f8a3c4f4bb6946303ef3f3abbd42f70c6 --- /dev/null +++ b/results/seasonal_naive/current_velocity/10T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5038e3fdacfade7956e01f15ed8a1fb5b92d6cc5c58b7d20531f8d739a58d1f3 +size 1719499 diff --git a/results/seasonal_naive/current_velocity/15T/long/config.json b/results/seasonal_naive/current_velocity/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..306d26467e2c858fb649128b984697fe23f67e65 --- /dev/null +++ b/results/seasonal_naive/current_velocity/15T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 17665, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/15T/long/metrics.npz b/results/seasonal_naive/current_velocity/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..aa9967e92fad1515c40713b45bb16803a5788800 --- /dev/null +++ b/results/seasonal_naive/current_velocity/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ec72290a515409e23e5720ab04a6bd99539fadbeb31af51f38fe4aa7e255940 +size 11037 diff --git a/results/seasonal_naive/current_velocity/15T/long/predictions.npz b/results/seasonal_naive/current_velocity/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8c16a9ae68b74c35647620861bf1d1247583f8dc --- /dev/null +++ b/results/seasonal_naive/current_velocity/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5dee64d888a89561093cc1d14faba7d7fff482fe7fae33653418b79efe2f5fe +size 508145 diff --git a/results/seasonal_naive/current_velocity/15T/medium/config.json b/results/seasonal_naive/current_velocity/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6c9565dfa10007aed7e0a5346452182ef11bafa4 --- /dev/null +++ b/results/seasonal_naive/current_velocity/15T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 17857, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/15T/medium/metrics.npz b/results/seasonal_naive/current_velocity/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..566bb12e79207a547a44016a46bde935d32424fa --- /dev/null +++ b/results/seasonal_naive/current_velocity/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f57a8c7c9375a02ebe72b840d54e96898aed3851bbf7a6a67f41cfb5ef277bdb +size 29226 diff --git a/results/seasonal_naive/current_velocity/15T/medium/predictions.npz b/results/seasonal_naive/current_velocity/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2dd07d265916712939cad450fc38350ab128b703 --- /dev/null +++ b/results/seasonal_naive/current_velocity/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ae6536edcbab1d50c45ea9702b4f7f471b52f453eeb9eecf2d272951b80266b +size 522735 diff --git a/results/seasonal_naive/current_velocity/15T/short/config.json b/results/seasonal_naive/current_velocity/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9066546229e5ed6262353b3cd9bc03674ec8fb5c --- /dev/null +++ b/results/seasonal_naive/current_velocity/15T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 17941, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 96 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/15T/short/metrics.npz b/results/seasonal_naive/current_velocity/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..37a1e5583a798cd7beda798a44c01d5231e5dd11 --- /dev/null +++ b/results/seasonal_naive/current_velocity/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:79321d2a77a3a91bb871e26d7e86a8014d2e1f9e04014b7a35caea9cc95e6a57 +size 220304 diff --git a/results/seasonal_naive/current_velocity/15T/short/predictions.npz b/results/seasonal_naive/current_velocity/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e4d3051aee29d216ce4a20b6b7bf8a04050c0742 --- /dev/null +++ b/results/seasonal_naive/current_velocity/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6eb08f03009281bc3c46d4e39bab9e69e188ed90f12fe1c300830438f3c07558 +size 557071 diff --git a/results/seasonal_naive/current_velocity/20T/long/config.json b/results/seasonal_naive/current_velocity/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d051fa53516629f267c747fb74ba5e5680d51068 --- /dev/null +++ b/results/seasonal_naive/current_velocity/20T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/long", + "num_series": 27, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 16543, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 72 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/20T/long/metrics.npz b/results/seasonal_naive/current_velocity/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b4c12e3d98360921d59f11d4f85c1bd058bde7c3 --- /dev/null +++ b/results/seasonal_naive/current_velocity/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:76ae8e0557271c01e840c611de61e2548eda138502048d86d671015c6e19f175 +size 51093 diff --git a/results/seasonal_naive/current_velocity/20T/long/predictions.npz b/results/seasonal_naive/current_velocity/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3230b54797abd57f40eef35073f188e9296fbfb3 --- /dev/null +++ b/results/seasonal_naive/current_velocity/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:519905900123760769d9fdb779d30a5e90d62562bb7e335be707d70ed8217562 +size 2079778 diff --git a/results/seasonal_naive/current_velocity/20T/medium/config.json b/results/seasonal_naive/current_velocity/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2a98cc01ce1c8cfb4a82638ada7721049e4ce636 --- /dev/null +++ b/results/seasonal_naive/current_velocity/20T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/medium", + "num_series": 27, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 16687, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 72 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/20T/medium/metrics.npz b/results/seasonal_naive/current_velocity/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..44821a7e5b12b69680ca29f96a6c1a364e4d750a --- /dev/null +++ b/results/seasonal_naive/current_velocity/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c71e7569841cf63bd0d00026735c5c92b289c5f0a232ac93f2c0a576c5925d6f +size 149756 diff --git a/results/seasonal_naive/current_velocity/20T/medium/predictions.npz b/results/seasonal_naive/current_velocity/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ffb9a41490c7b7031545a1a1cd337d2aeb41900b --- /dev/null +++ b/results/seasonal_naive/current_velocity/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8efed7935451d318c5c67365aa5d765be01f965d4e15d13ab77b33ef6b2e4bee +size 2136972 diff --git a/results/seasonal_naive/current_velocity/20T/short/config.json b/results/seasonal_naive/current_velocity/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c5e381439ceef81467b25fbba3b6650be53f17fd --- /dev/null +++ b/results/seasonal_naive/current_velocity/20T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/20T/short", + "num_series": 27, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 16750, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 72 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/20T/short/metrics.npz b/results/seasonal_naive/current_velocity/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d47e36550b9cc25e56b21dcf3e5dafac16421826 --- /dev/null +++ b/results/seasonal_naive/current_velocity/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:507007b6d1321c4e94882de21cc7d5a80bef9a027c4d439bf88b30fdb484a1f4 +size 1184023 diff --git a/results/seasonal_naive/current_velocity/20T/short/predictions.npz b/results/seasonal_naive/current_velocity/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8be47e1e50c01cf01e74620904bafbc4c5ce1f2d --- /dev/null +++ b/results/seasonal_naive/current_velocity/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1a8609fc3dbb101c29805b1a61e288a521c5908b96541c0c9603d9b9e615bee +size 2315152 diff --git a/results/seasonal_naive/current_velocity/5T/long/config.json b/results/seasonal_naive/current_velocity/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a7375192ed53602609ff60aa4c648d2f07366de9 --- /dev/null +++ b/results/seasonal_naive/current_velocity/5T/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 25622, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/5T/long/metrics.npz b/results/seasonal_naive/current_velocity/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dfb2251c3f37c292762cdb0bb4594b5c1ef20039 --- /dev/null +++ b/results/seasonal_naive/current_velocity/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9d6883e9c44c5a4bdb95961f3de16df3529f7b7e5e3a2f8eca566f04aec8348 +size 3518 diff --git a/results/seasonal_naive/current_velocity/5T/long/predictions.npz b/results/seasonal_naive/current_velocity/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7c4999dec8ab82beab91722024c6d52bb746ce58 --- /dev/null +++ b/results/seasonal_naive/current_velocity/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46ecaa5dbe2ed80b11e9fd12226594d8c06aa0be9c30bc0a826e0935434d161a +size 250451 diff --git a/results/seasonal_naive/current_velocity/5T/medium/config.json b/results/seasonal_naive/current_velocity/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9444b531cfb4a4e5b523630301a6f230c586ce7f --- /dev/null +++ b/results/seasonal_naive/current_velocity/5T/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 26198, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/5T/medium/metrics.npz b/results/seasonal_naive/current_velocity/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..170a0b8c5780bb2868cf8e0a9a82f00e3283fe88 --- /dev/null +++ b/results/seasonal_naive/current_velocity/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9891e5af92bb8baafac5a13ff75dc038eb5e141811cc447e4d0817328ebd82d +size 7462 diff --git a/results/seasonal_naive/current_velocity/5T/medium/predictions.npz b/results/seasonal_naive/current_velocity/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..79eaf56efde69fef0830151de48b56e1e27f7af8 --- /dev/null +++ b/results/seasonal_naive/current_velocity/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15625ec3ceb170a0874b3de29e7da9b9d705577a968417027899040f7db0837b +size 254731 diff --git a/results/seasonal_naive/current_velocity/5T/short/config.json b/results/seasonal_naive/current_velocity/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1639dc12afbf30f7a20ac5143c9e1b2abf22324b --- /dev/null +++ b/results/seasonal_naive/current_velocity/5T/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/5T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 26450, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 288 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/5T/short/metrics.npz b/results/seasonal_naive/current_velocity/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c79780a7c507ea828b9658edd757cf82a605e34e --- /dev/null +++ b/results/seasonal_naive/current_velocity/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e671a9747f86654c6b84fb04d846abdee20f1b589a1ab7739a3ce808a481a62f +size 45516 diff --git a/results/seasonal_naive/current_velocity/5T/short/predictions.npz b/results/seasonal_naive/current_velocity/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2d89b7706222efe1e990eb67901bca7071ef9d4b --- /dev/null +++ b/results/seasonal_naive/current_velocity/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63da75aa54ce10153dd5f8224624268663f8439a674f872847ac5351b94b78b6 +size 286026 diff --git a/results/seasonal_naive/current_velocity/H/long/config.json b/results/seasonal_naive/current_velocity/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c3286d4c1a83625c89557d5d27cfbea9d317e473 --- /dev/null +++ b/results/seasonal_naive/current_velocity/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/long", + "num_series": 21, + "num_windows": 2, + "num_variates": 6, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 5251, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/H/long/metrics.npz b/results/seasonal_naive/current_velocity/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..665cbfc0af59a11bfc5790c4eab719609cd7c4a4 --- /dev/null +++ b/results/seasonal_naive/current_velocity/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3af4c30a61dff9e86b9a3da09bd98e841e1ba449f87a2ed2b91955b0d8de033c +size 17252 diff --git a/results/seasonal_naive/current_velocity/H/long/predictions.npz b/results/seasonal_naive/current_velocity/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5a43a77094e11829f050b6c05a44ba41de50e9d0 --- /dev/null +++ b/results/seasonal_naive/current_velocity/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f7f9e557b8e3255661153e68a2ff6f63c35e17d87fa1c78cd8f03bb1de2a239 +size 1101417 diff --git a/results/seasonal_naive/current_velocity/H/medium/config.json b/results/seasonal_naive/current_velocity/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a2d47d6c3ebbc2327c123ca56482bfc860bfb107 --- /dev/null +++ b/results/seasonal_naive/current_velocity/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/medium", + "num_series": 21, + "num_windows": 4, + "num_variates": 6, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 5419, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/H/medium/metrics.npz b/results/seasonal_naive/current_velocity/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a1405e9c1afbd68a2686c83c4fde4ffcfb25abb1 --- /dev/null +++ b/results/seasonal_naive/current_velocity/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7db5da928347093db6ed1e91a82421bf29f2759923fb55d1cef85a250cf9ffa6 +size 32540 diff --git a/results/seasonal_naive/current_velocity/H/medium/predictions.npz b/results/seasonal_naive/current_velocity/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..43beee2ec66e765e6fb7eff139364781cfd37351 --- /dev/null +++ b/results/seasonal_naive/current_velocity/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:239532907aa993a92c68295a4cf2e3868b357f59665e09ded07724aebbd2eaf7 +size 1141352 diff --git a/results/seasonal_naive/current_velocity/H/short/config.json b/results/seasonal_naive/current_velocity/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..77254785bcd6be9e9ab4a19100eb5be112d4a595 --- /dev/null +++ b/results/seasonal_naive/current_velocity/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "current_velocity/H/short", + "num_series": 21, + "num_windows": 28, + "num_variates": 6, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 5563, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/current_velocity/H/short/metrics.npz b/results/seasonal_naive/current_velocity/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a7d98aaaa347d6aa1877d502ec51e726d2bd583f --- /dev/null +++ b/results/seasonal_naive/current_velocity/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5242a10a7883f80b16fb1861f97bf16d7be1d4add4da26d257c0cf5307bae779 +size 216082 diff --git a/results/seasonal_naive/current_velocity/H/short/predictions.npz b/results/seasonal_naive/current_velocity/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..baa2d29a36354042a163170c1009a7a58b0ef220 --- /dev/null +++ b/results/seasonal_naive/current_velocity/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e785f2dbec7d7012beee97331952c0a7e73ce39d01546b035966da22a4c89f82 +size 1203813 diff --git a/results/seasonal_naive/epf_electricity_price/H/long/config.json b/results/seasonal_naive/epf_electricity_price/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f4317a49da5af7d244cbade76675196197bffb89 --- /dev/null +++ b/results/seasonal_naive/epf_electricity_price/H/long/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/long", + "num_series": 5, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 52248, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/epf_electricity_price/H/long/metrics.npz b/results/seasonal_naive/epf_electricity_price/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a2ca5feaaf5f4e1944026193490da0314580ec4e --- /dev/null +++ b/results/seasonal_naive/epf_electricity_price/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73cb1942037220c72711d745d5f3ad175924fe07c27fbc492e6a960f4d709939 +size 6447 diff --git a/results/seasonal_naive/epf_electricity_price/H/long/predictions.npz b/results/seasonal_naive/epf_electricity_price/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bd31089cf7070dad11c9e5309497dc1bdf4cd402 --- /dev/null +++ b/results/seasonal_naive/epf_electricity_price/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0ab7fef3ef289148ee59bfc6aa3be405d42cfe20faee6515936b2531b00df00 +size 184259 diff --git a/results/seasonal_naive/epf_electricity_price/H/medium/config.json b/results/seasonal_naive/epf_electricity_price/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1530babf05a14d40f569b21b6bd7df31d4ff124f --- /dev/null +++ b/results/seasonal_naive/epf_electricity_price/H/medium/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/medium", + "num_series": 5, + "num_windows": 35, + "num_variates": 1, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 52344, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/epf_electricity_price/H/medium/metrics.npz b/results/seasonal_naive/epf_electricity_price/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bbf15349fc8f116f5c02013581fc8728115f5246 --- /dev/null +++ b/results/seasonal_naive/epf_electricity_price/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb265da571607d1d71d2e6b805831796ae644db59ef29b3d42cad0fd389c9701 +size 12514 diff --git a/results/seasonal_naive/epf_electricity_price/H/medium/predictions.npz b/results/seasonal_naive/epf_electricity_price/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f1c782d458ca962867c6bc2a4c9ca355b7bceb59 --- /dev/null +++ b/results/seasonal_naive/epf_electricity_price/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab90215e6881bd0794623dfe1fa24f7e675e77938a31b6b6305560ab5d2be6fb +size 182810 diff --git a/results/seasonal_naive/epf_electricity_price/H/short/config.json b/results/seasonal_naive/epf_electricity_price/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..50c7d157249f6bb3666c43080b54c897f949dc69 --- /dev/null +++ b/results/seasonal_naive/epf_electricity_price/H/short/config.json @@ -0,0 +1,33 @@ +{ + "dataset_config": "epf_electricity_price/H/short", + "num_series": 5, + "num_windows": 105, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 52392, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "season_length": 24 +} \ No newline at end of file diff --git a/results/seasonal_naive/epf_electricity_price/H/short/metrics.npz b/results/seasonal_naive/epf_electricity_price/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6292f9d0dd319700dd87299b4b0a21e6049ee184 --- /dev/null +++ b/results/seasonal_naive/epf_electricity_price/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:500059a0e85b0039283440df2aef1e29f82f854f5f7b1912786a98d8efe953e2 +size 33666 diff --git a/results/seasonal_naive/epf_electricity_price/H/short/predictions.npz b/results/seasonal_naive/epf_electricity_price/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d1ac8e4f66d1da7d395c5c9de9b7888a68cacef7 --- /dev/null +++ b/results/seasonal_naive/epf_electricity_price/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd4e0f061f1fc9b76b2ffff314e35da6a3071a4993027f3979c05fd2a9057cfe +size 181789 diff --git a/results/sundial_base/Australia_Solar/H/long/config.json b/results/sundial_base/Australia_Solar/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d60fc36e9d8d947e9c2c40d2c0f3bc85f9b334f8 --- /dev/null +++ b/results/sundial_base/Australia_Solar/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Australia_Solar/H/long", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Australia_Solar/H/long/metrics.npz b/results/sundial_base/Australia_Solar/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..28992382746e511631c5c2c4c64636dc8d755c53 --- /dev/null +++ b/results/sundial_base/Australia_Solar/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c3ffb6e2e174ed8dfb091c3965345a4525c89ccf0f939be20478497db6ab100 +size 4527 diff --git a/results/sundial_base/Australia_Solar/H/long/predictions.npz b/results/sundial_base/Australia_Solar/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e3904df5b7c4950503ca3352681a0afcc06d7785 --- /dev/null +++ b/results/sundial_base/Australia_Solar/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5926a1438ef466a011379faa69edbaf26c6bc67d0f325f97c5b5df5abfa6669a +size 122140 diff --git a/results/sundial_base/Australia_Solar/H/medium/config.json b/results/sundial_base/Australia_Solar/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..533fe2dfe84f7755a90472145a2410c38dbbc8ca --- /dev/null +++ b/results/sundial_base/Australia_Solar/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Australia_Solar/H/medium", + "num_series": 1, + "num_windows": 35, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Australia_Solar/H/medium/metrics.npz b/results/sundial_base/Australia_Solar/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..143b047dd2d64567bddc3effb22497bb43b9285f --- /dev/null +++ b/results/sundial_base/Australia_Solar/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d50d1a3fe810924d5ce98fa3dd6ccb4fbcd40d4b6fc2d0575709e869a6dbdd17 +size 8363 diff --git a/results/sundial_base/Australia_Solar/H/medium/predictions.npz b/results/sundial_base/Australia_Solar/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..38378f44455062632d44a34e3ad1856f4570d59f --- /dev/null +++ b/results/sundial_base/Australia_Solar/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34bd606558ce3537abe8a330b5135302e06934aef09dc551d98b9f2a5f8d079d +size 122637 diff --git a/results/sundial_base/Australia_Solar/H/short/config.json b/results/sundial_base/Australia_Solar/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5051b3ea5e93d3b41d8ca4b52a4cabeb29d63d06 --- /dev/null +++ b/results/sundial_base/Australia_Solar/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Australia_Solar/H/short", + "num_series": 1, + "num_windows": 105, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Australia_Solar/H/short/metrics.npz b/results/sundial_base/Australia_Solar/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ddb15553be239eda3ca19dba2a1c1a5f5b3a720d --- /dev/null +++ b/results/sundial_base/Australia_Solar/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:134dfa1e8ede3d0707c3cdf6c8e992fc4e3c6922c897e12763befa3988d1655b +size 20785 diff --git a/results/sundial_base/Australia_Solar/H/short/predictions.npz b/results/sundial_base/Australia_Solar/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f464ec0afd077a5bb4a0d1dc78577d67ae270498 --- /dev/null +++ b/results/sundial_base/Australia_Solar/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9fa9fae761b0d55db93a9ba2c5ebf8a60209c393cb20761f530a931627b18b15 +size 123020 diff --git a/results/sundial_base/Auto_Production_SF/M/short/config.json b/results/sundial_base/Auto_Production_SF/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8693c022ccae97dff88801ca71f74485f4e838f1 --- /dev/null +++ b/results/sundial_base/Auto_Production_SF/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Auto_Production_SF/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Auto_Production_SF/M/short/metrics.npz b/results/sundial_base/Auto_Production_SF/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ba0c68935e25bb63250fe2c069a580d422868dfd --- /dev/null +++ b/results/sundial_base/Auto_Production_SF/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffa44c7d79e255a7ca1d9638b1e8e4a7ac6aeeacf0630bf015cb2fa817a30d9e +size 1827 diff --git a/results/sundial_base/Auto_Production_SF/M/short/predictions.npz b/results/sundial_base/Auto_Production_SF/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0a8dd19de34545ef491ccfd611c3dc3aa4f9a111 --- /dev/null +++ b/results/sundial_base/Auto_Production_SF/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4756856d9b9ab4fca4bd7590b6ca97aa85b3aa7bac298a5a2d12b7df759c0d9 +size 1304 diff --git a/results/sundial_base/CPHL/15T/long/config.json b/results/sundial_base/CPHL/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1deccb9e56ffb82b64bec47171769e1a21c5e6f2 --- /dev/null +++ b/results/sundial_base/CPHL/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/15T/long", + "num_series": 2, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/CPHL/15T/long/metrics.npz b/results/sundial_base/CPHL/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..612ab4adf281347b8fa7ccab448d4d39772e58fb --- /dev/null +++ b/results/sundial_base/CPHL/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:497d3d0d8cbb01053d81412d24a95d134dc6bbd3fa761c6714a410fd1ff2148f +size 2171 diff --git a/results/sundial_base/CPHL/15T/long/predictions.npz b/results/sundial_base/CPHL/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3c30180f7025ee75f8a3efe156230967e9670415 --- /dev/null +++ b/results/sundial_base/CPHL/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06aa60b6a4b68aba06e94303bdef57b15833832f241f78f6bb7f307c7f73e9c2 +size 38126 diff --git a/results/sundial_base/CPHL/15T/medium/config.json b/results/sundial_base/CPHL/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..55c896463d4d8c946fe0b89a76fe7905cbbe0480 --- /dev/null +++ b/results/sundial_base/CPHL/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/15T/medium", + "num_series": 2, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/CPHL/15T/medium/metrics.npz b/results/sundial_base/CPHL/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0cd28178e9084d75f7c29daabba0a5638a026e7a --- /dev/null +++ b/results/sundial_base/CPHL/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:74e3bb490b3c50e31c2b5704bdcc3139686d59b3449586e0d5045dfad2e7b8fb +size 3464 diff --git a/results/sundial_base/CPHL/15T/medium/predictions.npz b/results/sundial_base/CPHL/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8f52a90cfbfb4070ed94479121b2aedb76f5c66b --- /dev/null +++ b/results/sundial_base/CPHL/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00b0774b8ff1174c23494948e2ee34ca2f086e3d72c31987e2c885023fcdfe1c +size 38921 diff --git a/results/sundial_base/CPHL/15T/short/config.json b/results/sundial_base/CPHL/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9b74bf8fe76b59b04d394f89ca07ace78bc3cf47 --- /dev/null +++ b/results/sundial_base/CPHL/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/15T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/CPHL/15T/short/metrics.npz b/results/sundial_base/CPHL/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..855933ba8a8d85df0bf839082862e80a09a094c5 --- /dev/null +++ b/results/sundial_base/CPHL/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2b99ac17c077e8b6885a6819736a7a1249ba102fedd228ead0f417cbac9b8e4 +size 15793 diff --git a/results/sundial_base/CPHL/15T/short/predictions.npz b/results/sundial_base/CPHL/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3bc826f86a49d23f08836640a16287b8c64e81d1 --- /dev/null +++ b/results/sundial_base/CPHL/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2c16401623e896107e61bdb79f663a615921ad323b9a03fe1efedc22f8b9ddc +size 39608 diff --git a/results/sundial_base/CPHL/30T/long/config.json b/results/sundial_base/CPHL/30T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6a1034c7f02b7bf0798d8dd048e41f4a4c7ff7b8 --- /dev/null +++ b/results/sundial_base/CPHL/30T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/30T/long", + "num_series": 2, + "num_windows": 10, + "num_variates": 1, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/CPHL/30T/long/metrics.npz b/results/sundial_base/CPHL/30T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ecfda5d353059ec6d97c7ac583c3589286552b64 --- /dev/null +++ b/results/sundial_base/CPHL/30T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:890f252abf25341a42df3b2be8eda146aff8fd36f8b308773ef1665636c0e05d +size 2835 diff --git a/results/sundial_base/CPHL/30T/long/predictions.npz b/results/sundial_base/CPHL/30T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d20c0bdc1cdd3d01119dd7d6603e26a440c5ac79 --- /dev/null +++ b/results/sundial_base/CPHL/30T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a500595c1eb50cd9aa0237d3ce4f9a45f3b841ca9a3e5c6c6e3dfc0ae49d8e1 +size 39193 diff --git a/results/sundial_base/CPHL/30T/medium/config.json b/results/sundial_base/CPHL/30T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..39384a02e364f658a19a650220a6532ca97e9ce7 --- /dev/null +++ b/results/sundial_base/CPHL/30T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/30T/medium", + "num_series": 2, + "num_windows": 30, + "num_variates": 1, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/CPHL/30T/medium/metrics.npz b/results/sundial_base/CPHL/30T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8a7997c53531e39b60ff374b3e1b7fc76b27310a --- /dev/null +++ b/results/sundial_base/CPHL/30T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fdb3634ce7554df4338f9cbf74e4de4c4cb58e474081be7c7bcfbf02b72fa2bb +size 5459 diff --git a/results/sundial_base/CPHL/30T/medium/predictions.npz b/results/sundial_base/CPHL/30T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..542cd853c2aebf2b9667b0b14587db75d2d7cc91 --- /dev/null +++ b/results/sundial_base/CPHL/30T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ba55aacf51387f7d575c4d1d5a7ac8d1cff0f51b4f6a57cd2be8f3597280cd8 +size 39650 diff --git a/results/sundial_base/CPHL/30T/short/config.json b/results/sundial_base/CPHL/30T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b2e3d68a55ce88849afb97613a93a575ce5b5985 --- /dev/null +++ b/results/sundial_base/CPHL/30T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/30T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/CPHL/30T/short/metrics.npz b/results/sundial_base/CPHL/30T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5425f0a367e840c4cad6bf7b7a9ba150c42e4a0a --- /dev/null +++ b/results/sundial_base/CPHL/30T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:03a7771ad4d8d62e4bf3c299b050b609a4d07689e48034f3b2a8513bd9e8863f +size 15902 diff --git a/results/sundial_base/CPHL/30T/short/predictions.npz b/results/sundial_base/CPHL/30T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0b28df1383ae3f41a6b906fa1796fc39ca5bcb7b --- /dev/null +++ b/results/sundial_base/CPHL/30T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a50e18d14a755dd2bd9767097dac4e24312ea2f6580c1fefe4313b6244a1e202 +size 40422 diff --git a/results/sundial_base/CPHL/H/long/config.json b/results/sundial_base/CPHL/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..37e5f46c222a75d818ba4b8a13d479bdb0737c8a --- /dev/null +++ b/results/sundial_base/CPHL/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/H/long", + "num_series": 4, + "num_windows": 2, + "num_variates": 1, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/CPHL/H/long/metrics.npz b/results/sundial_base/CPHL/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0cac29faff27f02e542503b126a13db8af3ca5ae --- /dev/null +++ b/results/sundial_base/CPHL/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:719ed20a56f3a7bf70c34e7c5dcfb41830a27cb1232dd245297eea76ef8d98fa +size 2035 diff --git a/results/sundial_base/CPHL/H/long/predictions.npz b/results/sundial_base/CPHL/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4773254331010aa283de5de5a335cd207f23b4d2 --- /dev/null +++ b/results/sundial_base/CPHL/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7342dab0e8db792e40255d81f69ba9416f27618455d6f250d07d486a2f81adbe +size 37334 diff --git a/results/sundial_base/CPHL/H/medium/config.json b/results/sundial_base/CPHL/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..456189d629e59ea2b15294c596a8ba199d1c42f1 --- /dev/null +++ b/results/sundial_base/CPHL/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/H/medium", + "num_series": 4, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/CPHL/H/medium/metrics.npz b/results/sundial_base/CPHL/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b7ed5896f3b3d801b53b968f45cdc01e01dc372b --- /dev/null +++ b/results/sundial_base/CPHL/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7ee4ca4c1104343cb9d2436e03914b42c3895d08347558acfd102c2b87d7104 +size 2558 diff --git a/results/sundial_base/CPHL/H/medium/predictions.npz b/results/sundial_base/CPHL/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..62b7c09bb114c8a72d6f07893d538251288f5352 --- /dev/null +++ b/results/sundial_base/CPHL/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ab581eb1165da4f245b326e806ab955d21e58c9eba1b54cb198bdcab11b76f7 +size 37891 diff --git a/results/sundial_base/CPHL/H/short/config.json b/results/sundial_base/CPHL/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..42b8a67e5998e89129e0cfe12876608940833ac6 --- /dev/null +++ b/results/sundial_base/CPHL/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/H/short", + "num_series": 4, + "num_windows": 28, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/CPHL/H/short/metrics.npz b/results/sundial_base/CPHL/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6e2666400b136de308afc7d0d1b13ae3d0d8644e --- /dev/null +++ b/results/sundial_base/CPHL/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f01ee8e6417cfe62dc15b67ae3525e5e1550af38e8c2aa44ae913ac3807fb69 +size 8524 diff --git a/results/sundial_base/CPHL/H/short/predictions.npz b/results/sundial_base/CPHL/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..afea48473612358784f02a33ab08b7b6f050e9f6 --- /dev/null +++ b/results/sundial_base/CPHL/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e36c90d6cbd63392864de95051afc5dddc53125215bed4b862e4ca0b2727fc78 +size 38568 diff --git a/results/sundial_base/Coastal_T_S/15T/long/config.json b/results/sundial_base/Coastal_T_S/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f6110ac5899e1c3fa9393ae19322cea988fac788 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Coastal_T_S/15T/long/metrics.npz b/results/sundial_base/Coastal_T_S/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d8cc180f5c4d864506251cf7f606a08ac4229524 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e35eee986014ccfd178b661503d67530a75b94abed9720fbe5601e15af80bd81 +size 6287 diff --git a/results/sundial_base/Coastal_T_S/15T/long/predictions.npz b/results/sundial_base/Coastal_T_S/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..97f5df44dcbc4fbba80416d7895cf932ca284d3b --- /dev/null +++ b/results/sundial_base/Coastal_T_S/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c56f373d569d8a72e4de2fa8d27d1487ac15445470d4ba404702d4061de582b7 +size 130821 diff --git a/results/sundial_base/Coastal_T_S/15T/medium/config.json b/results/sundial_base/Coastal_T_S/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fd0aa10597f19d8a6f4023efed8a0b669a973d77 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Coastal_T_S/15T/medium/metrics.npz b/results/sundial_base/Coastal_T_S/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d9ae55bb288b4ec91b043ad8b112943d57fb6940 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd07bf73800049733b7a4985c550a9a5ce2117774c5e8090ea1543eca089abe6 +size 14875 diff --git a/results/sundial_base/Coastal_T_S/15T/medium/predictions.npz b/results/sundial_base/Coastal_T_S/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cd4c67a3b14ff317c449b8ba0fafab38b8d0356f --- /dev/null +++ b/results/sundial_base/Coastal_T_S/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:339e9c2b56ba408c74f0b537fb6db0a184cf29479f7b0591b5b4128a38074f17 +size 136283 diff --git a/results/sundial_base/Coastal_T_S/15T/short/config.json b/results/sundial_base/Coastal_T_S/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..eb84db514802cba3943b59e5b80758cc9af2db30 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Coastal_T_S/15T/short/metrics.npz b/results/sundial_base/Coastal_T_S/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c482428391463ab77611a0e42ee8affb4db32f36 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8772c8836f7d0b111d79aa4c1229614ad775b3c60755df6b61936c419a075004 +size 103340 diff --git a/results/sundial_base/Coastal_T_S/15T/short/predictions.npz b/results/sundial_base/Coastal_T_S/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..837f2f943cc231e46d1b2dd3f8dcd0749a3828ea --- /dev/null +++ b/results/sundial_base/Coastal_T_S/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae4f877ac1c19a4322ca475210e09853eb057f987bb751643c53d37e152e60c1 +size 150804 diff --git a/results/sundial_base/Coastal_T_S/20T/long/config.json b/results/sundial_base/Coastal_T_S/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..09e4ad72914260b624093af57e6a41cb1e827df2 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/20T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/20T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Coastal_T_S/20T/long/metrics.npz b/results/sundial_base/Coastal_T_S/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..91ee16c1efff4995a566273626e26738e03212d7 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc8a9fa78d5ed7bcdca2afe71c36e8f556ff02d834e32111a995e682281532d6 +size 2492 diff --git a/results/sundial_base/Coastal_T_S/20T/long/predictions.npz b/results/sundial_base/Coastal_T_S/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f3eb23d13055af686a46306ddc113b5418f16c39 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb1ab150b551028e4034cf91dc7312dba5e27188b61c145f487047fe57506727 +size 15608 diff --git a/results/sundial_base/Coastal_T_S/20T/medium/config.json b/results/sundial_base/Coastal_T_S/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8453dfdc61b2ffc0532396b5e8d209ad0d56f862 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/20T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/20T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Coastal_T_S/20T/medium/metrics.npz b/results/sundial_base/Coastal_T_S/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cf6bbbee257ad98e9f6f9d59d03d6582f13b430b --- /dev/null +++ b/results/sundial_base/Coastal_T_S/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a056b44070ad41c8fd7f6c063441b1707e9ef83ba9da33ef079f3b674fe0351 +size 4384 diff --git a/results/sundial_base/Coastal_T_S/20T/medium/predictions.npz b/results/sundial_base/Coastal_T_S/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2b08968a6c334222daf91726014dc1971f26b348 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:819b47946961e22c39161250e1c2e6e4fa893aba52e6ef748c474b8fb79f2e6c +size 15910 diff --git a/results/sundial_base/Coastal_T_S/20T/short/config.json b/results/sundial_base/Coastal_T_S/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9d7edac4dc049150c963b2fcbdb54a715955fad8 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/20T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/20T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Coastal_T_S/20T/short/metrics.npz b/results/sundial_base/Coastal_T_S/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3e65467225c34847a7557a2c43cc742353af7ead --- /dev/null +++ b/results/sundial_base/Coastal_T_S/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28885746374bff1cfc7965c64de96f831b066427eed92f16e0216bd4169550ce +size 21896 diff --git a/results/sundial_base/Coastal_T_S/20T/short/predictions.npz b/results/sundial_base/Coastal_T_S/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9624c885063a6e1c319f16d438ab6a486eb2107c --- /dev/null +++ b/results/sundial_base/Coastal_T_S/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8360acbbc61002cdaeaad089e350bcc79e0f2cbb97b7fb4f43a29270be8310e9 +size 17863 diff --git a/results/sundial_base/Coastal_T_S/5T/long/config.json b/results/sundial_base/Coastal_T_S/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5c850c4d97e607f2c63074c4621438fbfc8cf011 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/5T/long", + "num_series": 18, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Coastal_T_S/5T/long/metrics.npz b/results/sundial_base/Coastal_T_S/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7b00628fcd77b2c8c02d8a1f1e7d093628931fb9 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac5cc3854f6f4d91b41ae4f0574e99950d574528cc27f9860ec8ced66548bcc0 +size 17790 diff --git a/results/sundial_base/Coastal_T_S/5T/long/predictions.npz b/results/sundial_base/Coastal_T_S/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cc7e8bac4714b51931fbf5dbb01459db21e9e7a4 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d8dfdb84c5c5be11c1343ff15333fcf4a492d3e4af35d64b57ab6badecf24994 +size 1161846 diff --git a/results/sundial_base/Coastal_T_S/5T/medium/config.json b/results/sundial_base/Coastal_T_S/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..be2763307a07aad585082697fdf9d89def947e1d --- /dev/null +++ b/results/sundial_base/Coastal_T_S/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/5T/medium", + "num_series": 18, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Coastal_T_S/5T/medium/metrics.npz b/results/sundial_base/Coastal_T_S/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..29bbf4bafd68ab940c04e5512791b75d315ef0d5 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f96a1f73b4cf56caaf7b7c3c474bc58fc3765db4be7637f077fee455c41c2c4b +size 48716 diff --git a/results/sundial_base/Coastal_T_S/5T/medium/predictions.npz b/results/sundial_base/Coastal_T_S/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ca6f1ac40123bad905197c69683866494a0c7421 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:208d4fbdc1d0cc4dd751e49df30da6656336778e5adcdbce0935adac74fba064 +size 1203807 diff --git a/results/sundial_base/Coastal_T_S/5T/short/config.json b/results/sundial_base/Coastal_T_S/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ee666e7e042e77cc9c4c6fbdc602454e3e3173b0 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/5T/short", + "num_series": 18, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Coastal_T_S/5T/short/metrics.npz b/results/sundial_base/Coastal_T_S/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f994d6329803aea29cd050953aec6e6c91310f9f --- /dev/null +++ b/results/sundial_base/Coastal_T_S/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7512442cfd09d467e0d896c8cd58157c6e5576d60a16efb01e4b5c81720670a +size 370115 diff --git a/results/sundial_base/Coastal_T_S/5T/short/predictions.npz b/results/sundial_base/Coastal_T_S/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d4a798322a77ccbbfef03a66ce9e9d91db74d8c6 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b6a67a18062e85cc1225319204464bb4f2a7b63d09210cd03794276b4167611 +size 1266447 diff --git a/results/sundial_base/Coastal_T_S/H/long/config.json b/results/sundial_base/Coastal_T_S/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c9aa3383e6c977f61ca0283939f05cadd2b7b922 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/H/long", + "num_series": 24, + "num_windows": 2, + "num_variates": 3, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Coastal_T_S/H/long/metrics.npz b/results/sundial_base/Coastal_T_S/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..831658d17b1723775cc57d8def613309df530a99 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61fedcfacc03bc049eded7aebc2eec45ac645e871f28e6379a53f2f32024f64e +size 10442 diff --git a/results/sundial_base/Coastal_T_S/H/long/predictions.npz b/results/sundial_base/Coastal_T_S/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bdf5ef83fbea2072e52b35d78ce332f912ec405f --- /dev/null +++ b/results/sundial_base/Coastal_T_S/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c62b8d8494031e71c18ec2ba168200b138df2baeb46c30b4f45a0c027fa19476 +size 306462 diff --git a/results/sundial_base/Coastal_T_S/H/medium/config.json b/results/sundial_base/Coastal_T_S/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..055ca392df60783619d550b0e2f36c44df2fe498 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/H/medium", + "num_series": 24, + "num_windows": 4, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Coastal_T_S/H/medium/metrics.npz b/results/sundial_base/Coastal_T_S/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fdeeddecd52079dd355f24a3282b500ef7d0e20a --- /dev/null +++ b/results/sundial_base/Coastal_T_S/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4cd8985bfd7850f6d7f358a02acdd042aa9fa8d66a816b9ef0baac3d4b273a5 +size 18693 diff --git a/results/sundial_base/Coastal_T_S/H/medium/predictions.npz b/results/sundial_base/Coastal_T_S/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8e0054effc932b9d6a6075b59e33e3547cce090e --- /dev/null +++ b/results/sundial_base/Coastal_T_S/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07b56859abb9e35d41f70e9cd39c09c068bfe4565011e3909cae8af35a827eaa +size 316328 diff --git a/results/sundial_base/Coastal_T_S/H/short/config.json b/results/sundial_base/Coastal_T_S/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d71f13b6d6b67c37bf1374ea154c4c88ca58b12a --- /dev/null +++ b/results/sundial_base/Coastal_T_S/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/H/short", + "num_series": 24, + "num_windows": 28, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Coastal_T_S/H/short/metrics.npz b/results/sundial_base/Coastal_T_S/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..da2139683947deced0bf8f71d72e8811581ee391 --- /dev/null +++ b/results/sundial_base/Coastal_T_S/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6532231c81dfa4a22acb6c8e4d416182e9bc5b99b00fdeeb4b2a4aca5dc4677 +size 116015 diff --git a/results/sundial_base/Coastal_T_S/H/short/predictions.npz b/results/sundial_base/Coastal_T_S/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d7c82f2615b036c4d76a7e050fac4041b3ea896a --- /dev/null +++ b/results/sundial_base/Coastal_T_S/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58b41bc57783bd3424d7d7051b8e199becad794c54a0c984cdfe6e7deae8400f +size 334722 diff --git a/results/sundial_base/Commodity_Import/M/short/config.json b/results/sundial_base/Commodity_Import/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..992a73c17fd67892631f811847c66a83e996c0cd --- /dev/null +++ b/results/sundial_base/Commodity_Import/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Commodity_Import/M/short", + "num_series": 8, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Commodity_Import/M/short/metrics.npz b/results/sundial_base/Commodity_Import/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..214d0ba342e08d10cea6df9f2a132fac26e1b076 --- /dev/null +++ b/results/sundial_base/Commodity_Import/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:51e1bf73d0d74fc73690f355c259fb7c12fde2ae68bae29a63b6f811d99804dc +size 4090 diff --git a/results/sundial_base/Commodity_Import/M/short/predictions.npz b/results/sundial_base/Commodity_Import/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..275b54706b89afd32eaaf8ae1f5320f7e51af64e --- /dev/null +++ b/results/sundial_base/Commodity_Import/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:93425e05bcf95dcee45db25abb528d4f046de8969a9e4fb51531100887fccdb5 +size 7715 diff --git a/results/sundial_base/Commodity_Production/M/short/config.json b/results/sundial_base/Commodity_Production/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ff03e69ca289e23656d33e6bb47f6af1d816a447 --- /dev/null +++ b/results/sundial_base/Commodity_Production/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Commodity_Production/M/short", + "num_series": 32, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Commodity_Production/M/short/metrics.npz b/results/sundial_base/Commodity_Production/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b0b1165e365293c4fb1a0270adf5200cdac553c1 --- /dev/null +++ b/results/sundial_base/Commodity_Production/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b6a91ed5ca3de76818985d3a0f3425b0ac7c16256924fb26bb417e66523fdcd +size 11209 diff --git a/results/sundial_base/Commodity_Production/M/short/predictions.npz b/results/sundial_base/Commodity_Production/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7906a4c61dfb273dee29ead1230b4e75b0064830 --- /dev/null +++ b/results/sundial_base/Commodity_Production/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:62cc2cfcc0347120451b2aa6a10bedb98c4dd8e1c03369ee6874e3eee47063a5 +size 29395 diff --git a/results/sundial_base/Crypto/D/short/config.json b/results/sundial_base/Crypto/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..31f253b3df5acc3d4babbf5739022b0d57bbadbf --- /dev/null +++ b/results/sundial_base/Crypto/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Crypto/D/short", + "num_series": 1, + "num_windows": 9, + "num_variates": 4, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Crypto/D/short/metrics.npz b/results/sundial_base/Crypto/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..726250d67555f175f41e8cb78285123e234f8a72 --- /dev/null +++ b/results/sundial_base/Crypto/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e632e9a82d3888133f1958f22c40d4790e8444bf6154a64b2f03b332fadc04c +size 3856 diff --git a/results/sundial_base/Crypto/D/short/predictions.npz b/results/sundial_base/Crypto/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e4d387da704e64e14f2a5252277c5656fb6737db --- /dev/null +++ b/results/sundial_base/Crypto/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:178005642c31750614a11301d47cf8e26c297963c59f5485db0cd233d2a3f9d5 +size 14372 diff --git a/results/sundial_base/ECDC_COVID/D/short/config.json b/results/sundial_base/ECDC_COVID/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..408472716d881df433672a42f7544536a03e87a6 --- /dev/null +++ b/results/sundial_base/ECDC_COVID/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "ECDC_COVID/D/short", + "num_series": 9, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/ECDC_COVID/D/short/metrics.npz b/results/sundial_base/ECDC_COVID/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b3e4c0e0f9027f078e80a95ceaa3739e797048a0 --- /dev/null +++ b/results/sundial_base/ECDC_COVID/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b1df152395e710c7ccd65c2433083ca217c9d63def4aa1a424b2e1d92e52a75 +size 4454 diff --git a/results/sundial_base/ECDC_COVID/D/short/predictions.npz b/results/sundial_base/ECDC_COVID/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c8dbc1dc7f8f9d3d220473046e2caf28afdfb582 --- /dev/null +++ b/results/sundial_base/ECDC_COVID/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97c6bc63a4b4eb94d112942827fca1ee181e92f6d71d1e8d5fc5bcd0566d89fb +size 20883 diff --git a/results/sundial_base/ECDC_COVID/W/short/config.json b/results/sundial_base/ECDC_COVID/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..95ee8a932c6c7d58565285bfe16c7db7481fb37f --- /dev/null +++ b/results/sundial_base/ECDC_COVID/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "ECDC_COVID/W/short", + "num_series": 16, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/ECDC_COVID/W/short/metrics.npz b/results/sundial_base/ECDC_COVID/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6a6b4d8810f05dcecb33679f039f9bae4bdd615e --- /dev/null +++ b/results/sundial_base/ECDC_COVID/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aebd1af27b6cd7c46beea90a817a3fb1bccbdc9cc1a1f17bd61f23e35158ebc1 +size 5699 diff --git a/results/sundial_base/ECDC_COVID/W/short/predictions.npz b/results/sundial_base/ECDC_COVID/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..26399d05746ae410501d0dd251a1551fee3d26f9 --- /dev/null +++ b/results/sundial_base/ECDC_COVID/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42304c1ccc2b76c86bcd28761ca2045ddf84cb8abd6a6c04be92876d35e55eb4 +size 14051 diff --git a/results/sundial_base/EWELD_Load/15T/long/config.json b/results/sundial_base/EWELD_Load/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..41efa4d379fb8f6f8ec15de7507830c3e83ed8c5 --- /dev/null +++ b/results/sundial_base/EWELD_Load/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "EWELD_Load/15T/long", + "num_series": 1, + "num_windows": 2, + "num_variates": 10, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/EWELD_Load/15T/long/metrics.npz b/results/sundial_base/EWELD_Load/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e9dda86a1917ba8079e450701922c620053f54a9 --- /dev/null +++ b/results/sundial_base/EWELD_Load/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a07a2ec071693d977480513ec7e1f64806a954275f6e1ac86001ec321766faa +size 2845 diff --git a/results/sundial_base/EWELD_Load/15T/long/predictions.npz b/results/sundial_base/EWELD_Load/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c86571d32e17a77f6497a875a307ae9fa427cf4c --- /dev/null +++ b/results/sundial_base/EWELD_Load/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:241edf03a1874fb47657addbb72ada824c809e1eb2921913cc5be1d3d1ce6874 +size 204947 diff --git a/results/sundial_base/EWELD_Load/15T/medium/config.json b/results/sundial_base/EWELD_Load/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6a6bb50f4813ddc9dc70bbca5f192e7dfa0d44f9 --- /dev/null +++ b/results/sundial_base/EWELD_Load/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "EWELD_Load/15T/medium", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/EWELD_Load/15T/medium/metrics.npz b/results/sundial_base/EWELD_Load/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9d2e25aaefcbd357bf21488b4a9641b87debc16f --- /dev/null +++ b/results/sundial_base/EWELD_Load/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d420283280f79674140de75d80cc558ed664ce522c5bb8f663864b5474ee29d3 +size 10209 diff --git a/results/sundial_base/EWELD_Load/15T/medium/predictions.npz b/results/sundial_base/EWELD_Load/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f0e28f90ea921d7b1df9109252875385b039ef2b --- /dev/null +++ b/results/sundial_base/EWELD_Load/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f35baa25d618f340765d46ef03d8588ab6307dc0dde18f8a3b73722899739270 +size 207953 diff --git a/results/sundial_base/EWELD_Load/15T/short/config.json b/results/sundial_base/EWELD_Load/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6f5510746597b74550c6b5db27c2a95f804b8553 --- /dev/null +++ b/results/sundial_base/EWELD_Load/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "EWELD_Load/15T/short", + "num_series": 1, + "num_windows": 56, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/EWELD_Load/15T/short/metrics.npz b/results/sundial_base/EWELD_Load/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..22f93bd65971c20187c60f6077e27838912df31d --- /dev/null +++ b/results/sundial_base/EWELD_Load/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8aeed6616272b1dfdbe7dce7200bd8b2137671df8849b8ca83b87fdf6ecca7bf +size 34535 diff --git a/results/sundial_base/EWELD_Load/15T/short/predictions.npz b/results/sundial_base/EWELD_Load/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0dd1dc576b4aeea4f4a92575d8d308e4c9d7aa21 --- /dev/null +++ b/results/sundial_base/EWELD_Load/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6de7a9e565f96fbbe4d3bb59b391cb742db44b37f07772c82c75296c88f0a4ad +size 208462 diff --git a/results/sundial_base/Finland_Traffic/15T/long/config.json b/results/sundial_base/Finland_Traffic/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8fca725683cda77efddc1b17bdfabe80dc9928c6 --- /dev/null +++ b/results/sundial_base/Finland_Traffic/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Finland_Traffic/15T/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Finland_Traffic/15T/long/metrics.npz b/results/sundial_base/Finland_Traffic/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..aadaf30d47199bb10a49a1d806aa335f3f41e1b9 --- /dev/null +++ b/results/sundial_base/Finland_Traffic/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fded9914b2f3e396c4bc071a7a860b6bc8bf7aad6b2f8955df029c2047f51ec4 +size 1765 diff --git a/results/sundial_base/Finland_Traffic/15T/long/predictions.npz b/results/sundial_base/Finland_Traffic/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e07400c746a9ef694e1549507576ae51fd4b7f14 --- /dev/null +++ b/results/sundial_base/Finland_Traffic/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:824628de6a15cc10dea18a5a0ed831c299a03e99d7017f0dbe235996f018ddbe +size 42239 diff --git a/results/sundial_base/Finland_Traffic/15T/medium/config.json b/results/sundial_base/Finland_Traffic/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ec321da08018dd4fc2fc03ae60febb408c180cb --- /dev/null +++ b/results/sundial_base/Finland_Traffic/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Finland_Traffic/15T/medium", + "num_series": 1, + "num_windows": 31, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Finland_Traffic/15T/medium/metrics.npz b/results/sundial_base/Finland_Traffic/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..faaf1ba8e9d0a2727763ac1756e6ee7851469117 --- /dev/null +++ b/results/sundial_base/Finland_Traffic/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b930d6c207524f3b3cb3febf19487c07719fb58014da4678c30342cb05f056e +size 3515 diff --git a/results/sundial_base/Finland_Traffic/15T/medium/predictions.npz b/results/sundial_base/Finland_Traffic/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5bc6b27cb41384fafef46d87e35897032bc9124a --- /dev/null +++ b/results/sundial_base/Finland_Traffic/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e5bda60925b5a878610e5771e04aa3622b8a656c92f921ff02881b52fbb0cb9 +size 46687 diff --git a/results/sundial_base/Finland_Traffic/15T/short/config.json b/results/sundial_base/Finland_Traffic/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cf9fb285b43660d258abbe113cdc1b7750d9a3af --- /dev/null +++ b/results/sundial_base/Finland_Traffic/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Finland_Traffic/15T/short", + "num_series": 1, + "num_windows": 186, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Finland_Traffic/15T/short/metrics.npz b/results/sundial_base/Finland_Traffic/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c3d10599055cffac541a4664f82180ed959ee26e --- /dev/null +++ b/results/sundial_base/Finland_Traffic/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df31fcb82031c64c924442443a0296027817385e217c664ca2d1c720e145f58d +size 12653 diff --git a/results/sundial_base/Finland_Traffic/15T/short/predictions.npz b/results/sundial_base/Finland_Traffic/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8f5ae7aa7ed7f028f6eed1b647fc71f5bec86a43 --- /dev/null +++ b/results/sundial_base/Finland_Traffic/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:76f2632e80316bd5bb02f432540afa31c06a0580064e5cd1a0ba0b87ca5d98ed +size 46701 diff --git a/results/sundial_base/Global_Influenza/W/short/config.json b/results/sundial_base/Global_Influenza/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4efae142e2c947a58d67f604f172be9a3d8fb696 --- /dev/null +++ b/results/sundial_base/Global_Influenza/W/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Global_Influenza/W/short", + "num_series": 15, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Global_Influenza/W/short/metrics.npz b/results/sundial_base/Global_Influenza/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0424bf600071f475d69fda15d2ff32d56497e403 --- /dev/null +++ b/results/sundial_base/Global_Influenza/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad427b2e445d989ee5b6c6641f3c12c99e30b5d5073fde9fbc0e64b314c7f90a +size 15928 diff --git a/results/sundial_base/Global_Influenza/W/short/predictions.npz b/results/sundial_base/Global_Influenza/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2be095bc6fb2d094f8e6c57fa73e01d29f2a5abd --- /dev/null +++ b/results/sundial_base/Global_Influenza/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:577155324430fc504d76534fef7ff8d2261a92028bc830edadf138a8090073a6 +size 51297 diff --git a/results/sundial_base/Global_Price/Q/short/config.json b/results/sundial_base/Global_Price/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bdb2899ec8d8ec695531827b82829b5330bed382 --- /dev/null +++ b/results/sundial_base/Global_Price/Q/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Global_Price/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 60, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Global_Price/Q/short/metrics.npz b/results/sundial_base/Global_Price/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..92923a62a30e06e11993481481fce69fea986de8 --- /dev/null +++ b/results/sundial_base/Global_Price/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e90dd7bf3033d13a1779703131f8b8a77aacf262e6a14b75532defa35e203cbb +size 19209 diff --git a/results/sundial_base/Global_Price/Q/short/predictions.npz b/results/sundial_base/Global_Price/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3b7db5f70a3b7917fb4bbbbccd6a376e1c64c759 --- /dev/null +++ b/results/sundial_base/Global_Price/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c072c91028379b73026e329d6a794a0777e90e60d972969bf09d5aada8c139d +size 20134 diff --git a/results/sundial_base/Housing_Inventory/M/short/config.json b/results/sundial_base/Housing_Inventory/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..66e3f2538a2c6deac748c28ffa09b20309a0086b --- /dev/null +++ b/results/sundial_base/Housing_Inventory/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Housing_Inventory/M/short", + "num_series": 1, + "num_windows": 3, + "num_variates": 4, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Housing_Inventory/M/short/metrics.npz b/results/sundial_base/Housing_Inventory/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5f2a64dc4f6d3170018f9fdd290576a222dfec7d --- /dev/null +++ b/results/sundial_base/Housing_Inventory/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41a5c8a65d0a246dbf575e0b5882a15cee5da057c1d5db057dc9703eab8364bd +size 2283 diff --git a/results/sundial_base/Housing_Inventory/M/short/predictions.npz b/results/sundial_base/Housing_Inventory/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..879b1246ade02b379ae53a40d8b6b2301f1d1d06 --- /dev/null +++ b/results/sundial_base/Housing_Inventory/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be0a9ca856467ba7c176a04de1098260853921d5b837ffbefefbefa682fdd35a +size 2663 diff --git a/results/sundial_base/JOLTS/M/short/config.json b/results/sundial_base/JOLTS/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b01ea3df6c6d061ff509e4558b96c9b88581c804 --- /dev/null +++ b/results/sundial_base/JOLTS/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "JOLTS/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/JOLTS/M/short/metrics.npz b/results/sundial_base/JOLTS/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fcc0807fadb971e17031373a2550789c9e5dc6be --- /dev/null +++ b/results/sundial_base/JOLTS/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c416521f13dbb5dbc3e319f5953c5ae2967123bf39f937b7bdb05821a5adce9 +size 3430 diff --git a/results/sundial_base/JOLTS/M/short/predictions.npz b/results/sundial_base/JOLTS/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..651471ddb20a269f85af834209f44931606b2471 --- /dev/null +++ b/results/sundial_base/JOLTS/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b7225d48eb8398ee92bf7f20494c8c965f3039784f9e1bef9500d6f10cef5aa +size 5845 diff --git a/results/sundial_base/Job_Claims/W/short/config.json b/results/sundial_base/Job_Claims/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2bc6875a191278fbf94fa424fe9914bdefb6f8d5 --- /dev/null +++ b/results/sundial_base/Job_Claims/W/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Job_Claims/W/short", + "num_series": 1, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Job_Claims/W/short/metrics.npz b/results/sundial_base/Job_Claims/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..78430060c2896c7c89474e671ef6cc877acd3d30 --- /dev/null +++ b/results/sundial_base/Job_Claims/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92e0944ccccd2419471dbe566fa1c1692249c84c8cba11266ed60c437671be80 +size 2030 diff --git a/results/sundial_base/Job_Claims/W/short/predictions.npz b/results/sundial_base/Job_Claims/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1d93a386fbb500eeb7d000cb1a845853d1034d7e --- /dev/null +++ b/results/sundial_base/Job_Claims/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be159abfbd6da05641cb52c617f24a48420e177f58b8b4a8cec89f79473c483f +size 1767 diff --git a/results/sundial_base/MetroPT-3/5T/long/config.json b/results/sundial_base/MetroPT-3/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..36fd5f84feca78288b0554bc94dff27cea0bc16b --- /dev/null +++ b/results/sundial_base/MetroPT-3/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "MetroPT-3/5T/long", + "num_series": 1, + "num_windows": 3, + "num_variates": 6, + "prediction_length": 576, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/MetroPT-3/5T/long/metrics.npz b/results/sundial_base/MetroPT-3/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6205ac268ad7a3e8b93e1cdafeefdbd7e04216fe --- /dev/null +++ b/results/sundial_base/MetroPT-3/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87113e51f49fc6d8ef8dc99c14fe99aecebc298619dbe3e77915199e186b9803 +size 2709 diff --git a/results/sundial_base/MetroPT-3/5T/long/predictions.npz b/results/sundial_base/MetroPT-3/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fbfacb65f299158729f3c3bbdce226e51305cf56 --- /dev/null +++ b/results/sundial_base/MetroPT-3/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c58c66f7a1efcb3a53547011d2901725c5815c42e1884fece985e6fbe684ea21 +size 128178 diff --git a/results/sundial_base/MetroPT-3/5T/medium/config.json b/results/sundial_base/MetroPT-3/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..adf10ad48eb81834bf970b209b562d5a5f7f6525 --- /dev/null +++ b/results/sundial_base/MetroPT-3/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "MetroPT-3/5T/medium", + "num_series": 1, + "num_windows": 6, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/MetroPT-3/5T/medium/metrics.npz b/results/sundial_base/MetroPT-3/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..96dbc37646708bac98984c24755a0b2119605b72 --- /dev/null +++ b/results/sundial_base/MetroPT-3/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1bb266443391d7602d99ba22fd197c28cf80fd1c2ef139f93d18a15936b2e17 +size 3910 diff --git a/results/sundial_base/MetroPT-3/5T/medium/predictions.npz b/results/sundial_base/MetroPT-3/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..44653e986fd2ea4722494478e43853cca135d973 --- /dev/null +++ b/results/sundial_base/MetroPT-3/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ff459156c48aa3fc4937905a2db2c35e9fd8a5ef4af0a74fedef8175af2e065 +size 130308 diff --git a/results/sundial_base/MetroPT-3/5T/short/config.json b/results/sundial_base/MetroPT-3/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d25175ffe57000e3616929ee00995d126e1bd420 --- /dev/null +++ b/results/sundial_base/MetroPT-3/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "MetroPT-3/5T/short", + "num_series": 1, + "num_windows": 36, + "num_variates": 6, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/MetroPT-3/5T/short/metrics.npz b/results/sundial_base/MetroPT-3/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2add576557667a6b1f79dd8a4f74c2cc2bc34009 --- /dev/null +++ b/results/sundial_base/MetroPT-3/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3883b1749e77d2f4b6aa599905ec236b23b80e567cb5b8cef1bd432ae24f1df6 +size 14433 diff --git a/results/sundial_base/MetroPT-3/5T/short/predictions.npz b/results/sundial_base/MetroPT-3/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b3c1af804a57bace20a4ceb29a53d276370528f3 --- /dev/null +++ b/results/sundial_base/MetroPT-3/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b772bdec8915509b6e5e6258fe2599adae9640bcc0f5d66ad595728943b39a1a +size 139481 diff --git a/results/sundial_base/NE_China_Wind/H/long/config.json b/results/sundial_base/NE_China_Wind/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..869a2a3f897804b5c598ecc49631e8733bd52934 --- /dev/null +++ b/results/sundial_base/NE_China_Wind/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "NE_China_Wind/H/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/NE_China_Wind/H/long/metrics.npz b/results/sundial_base/NE_China_Wind/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..03f39e22e072a14d3349bd8625430b599d366039 --- /dev/null +++ b/results/sundial_base/NE_China_Wind/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:112c5c18afad514d78f74ad1de167b0491a58d265686d18831030d21c1fb4b4e +size 2559 diff --git a/results/sundial_base/NE_China_Wind/H/long/predictions.npz b/results/sundial_base/NE_China_Wind/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7e52cfca4ad4675aa8b347c6e2901efabb88366c --- /dev/null +++ b/results/sundial_base/NE_China_Wind/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00ff03cc7b538aa48cf208f11a3f94fd5d177649ff50f95268cc15402691f00e +size 42959 diff --git a/results/sundial_base/NE_China_Wind/H/medium/config.json b/results/sundial_base/NE_China_Wind/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4587941bf393040f617b618edd30001ed8a2a9e6 --- /dev/null +++ b/results/sundial_base/NE_China_Wind/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "NE_China_Wind/H/medium", + "num_series": 1, + "num_windows": 10, + "num_variates": 4, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/NE_China_Wind/H/medium/metrics.npz b/results/sundial_base/NE_China_Wind/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f734431022422ee5243f3a07b87611a40c2b8394 --- /dev/null +++ b/results/sundial_base/NE_China_Wind/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d808cd5e77dfda05a20b813197e4d7899ad0986dfd2728cfbc6d511c9c705d91 +size 4161 diff --git a/results/sundial_base/NE_China_Wind/H/medium/predictions.npz b/results/sundial_base/NE_China_Wind/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2edff4e00669b4243ffb6f6d8897ed616e7de070 --- /dev/null +++ b/results/sundial_base/NE_China_Wind/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3be7be2d18460020d4d427988b4525b54ddb43f041154cd12d995eb72e1043b5 +size 46169 diff --git a/results/sundial_base/NE_China_Wind/H/short/config.json b/results/sundial_base/NE_China_Wind/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..412d1a815e288d5b9e36386e6a1053033858bf34 --- /dev/null +++ b/results/sundial_base/NE_China_Wind/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "NE_China_Wind/H/short", + "num_series": 1, + "num_windows": 30, + "num_variates": 4, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/NE_China_Wind/H/short/metrics.npz b/results/sundial_base/NE_China_Wind/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..788c37f26f50ceaf4363d63cdd47ef0c9e439105 --- /dev/null +++ b/results/sundial_base/NE_China_Wind/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c326bcc9872368338c040141531f51275f04564d04157e6f8b79a3680ba2dc7 +size 8964 diff --git a/results/sundial_base/NE_China_Wind/H/short/predictions.npz b/results/sundial_base/NE_China_Wind/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..67097600bf751be040cf50ab34e8dac63b5b8adc --- /dev/null +++ b/results/sundial_base/NE_China_Wind/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00511ae8e1882fe74cd7100ecc2fee1e7d5e43783217a8f34c96381d782a63aa +size 45545 diff --git a/results/sundial_base/Oil_Price/B/short/config.json b/results/sundial_base/Oil_Price/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ac1fac6635713c2c749fd3910137ac0e3f843636 --- /dev/null +++ b/results/sundial_base/Oil_Price/B/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Oil_Price/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 12, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Oil_Price/B/short/metrics.npz b/results/sundial_base/Oil_Price/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e49844d283ed884771df9bc4d3cd4aeae264ac24 --- /dev/null +++ b/results/sundial_base/Oil_Price/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:200012cbd867e271b5f05cf84b3bdaf2c8bfe693ebf0265521b71261dade660e +size 26364 diff --git a/results/sundial_base/Oil_Price/B/short/predictions.npz b/results/sundial_base/Oil_Price/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..65f2246d4039c323cf1f0b018d18ca54bd69df1c --- /dev/null +++ b/results/sundial_base/Oil_Price/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5aaa4dfc45a970453fe79b2e9fed5fddd4761dc93cce0d7ea6705cad8fc7ee7 +size 92142 diff --git a/results/sundial_base/Online_Retail_2_UCI/D/short/config.json b/results/sundial_base/Online_Retail_2_UCI/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c9378de7996c54410f0dbfeceb3090e5b706ba99 --- /dev/null +++ b/results/sundial_base/Online_Retail_2_UCI/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Online_Retail_2_UCI/D/short", + "num_series": 1, + "num_windows": 6, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Online_Retail_2_UCI/D/short/metrics.npz b/results/sundial_base/Online_Retail_2_UCI/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..346f23f0e4ab08071a0ae06974cdfe30abbac748 --- /dev/null +++ b/results/sundial_base/Online_Retail_2_UCI/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5747c84b02a8036e3a08714e8ed82c631ad2fb7a131976e893b5d37aa7803db +size 1899 diff --git a/results/sundial_base/Online_Retail_2_UCI/D/short/predictions.npz b/results/sundial_base/Online_Retail_2_UCI/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ad09de5af4c6e4713010f655730c0c56923620ef --- /dev/null +++ b/results/sundial_base/Online_Retail_2_UCI/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4da66ce7253a52c1d1a89c3351aaf0b9168bb7a9751e65df5d2038c92d2152b6 +size 3307 diff --git a/results/sundial_base/OpenElectricity_NEM/5T/long/config.json b/results/sundial_base/OpenElectricity_NEM/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5b20c4783c61e0f7b0619e9ad8216d2d5c6434ee --- /dev/null +++ b/results/sundial_base/OpenElectricity_NEM/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/long", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/OpenElectricity_NEM/5T/long/metrics.npz b/results/sundial_base/OpenElectricity_NEM/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..faf884d3f2175fdd008f6db12b83749a1b7aebbf --- /dev/null +++ b/results/sundial_base/OpenElectricity_NEM/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0918f26b236fd1caad051d7e35b4df9b5a9d63c222d0cd84af9a2dbaea8848bf +size 10249 diff --git a/results/sundial_base/OpenElectricity_NEM/5T/long/predictions.npz b/results/sundial_base/OpenElectricity_NEM/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..95a6c3fa758660ef2fef8e6c57712458d6bb3846 --- /dev/null +++ b/results/sundial_base/OpenElectricity_NEM/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61ac44cb833b7e4a99da345f97cc4961e50f108593f448572f2fe43750460cc1 +size 575802 diff --git a/results/sundial_base/OpenElectricity_NEM/5T/medium/config.json b/results/sundial_base/OpenElectricity_NEM/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cb705d4e9954af7f1cf28f0d6cef107d45bc65ad --- /dev/null +++ b/results/sundial_base/OpenElectricity_NEM/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/medium", + "num_series": 1, + "num_windows": 42, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/OpenElectricity_NEM/5T/medium/metrics.npz b/results/sundial_base/OpenElectricity_NEM/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d086cbadfd6dd2785c3c4c301f505ea96bedee2c --- /dev/null +++ b/results/sundial_base/OpenElectricity_NEM/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d2d41319e73b9bce2fb150e8513a5c288739ee9c625160555babbc2842d050d +size 26388 diff --git a/results/sundial_base/OpenElectricity_NEM/5T/medium/predictions.npz b/results/sundial_base/OpenElectricity_NEM/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6f7fdf9e80b19cfbbd6c49dbed271ee715923bb6 --- /dev/null +++ b/results/sundial_base/OpenElectricity_NEM/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4d29f5a97ade3a40b54d0e413975048442255bee1a6ae94239ed61f9eded98a +size 569446 diff --git a/results/sundial_base/OpenElectricity_NEM/5T/short/config.json b/results/sundial_base/OpenElectricity_NEM/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d42bbb3b92219c4713e149918d3e8a13f87d2cb6 --- /dev/null +++ b/results/sundial_base/OpenElectricity_NEM/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/short", + "num_series": 1, + "num_windows": 168, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/OpenElectricity_NEM/5T/short/metrics.npz b/results/sundial_base/OpenElectricity_NEM/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1721f019f1eeb21889182ef2ba69ebfddb684f27 --- /dev/null +++ b/results/sundial_base/OpenElectricity_NEM/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:688aef2afbe13fd5f278215add778a5e7dad70f7f73b37268b40205959edbb6e +size 98575 diff --git a/results/sundial_base/OpenElectricity_NEM/5T/short/predictions.npz b/results/sundial_base/OpenElectricity_NEM/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9c5ce67e95260410e638365ec27a597bd902c9ba --- /dev/null +++ b/results/sundial_base/OpenElectricity_NEM/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c72777f7bcf91d1663ba316846cdc57bdeb0331f5f4651d7705a566df236d13a +size 563743 diff --git a/results/sundial_base/Port_Activity/D/short/config.json b/results/sundial_base/Port_Activity/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..40669b69f917d8cce2ccb0640fcc087e266a01cc --- /dev/null +++ b/results/sundial_base/Port_Activity/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Port_Activity/D/short", + "num_series": 99, + "num_windows": 12, + "num_variates": 2, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Port_Activity/D/short/metrics.npz b/results/sundial_base/Port_Activity/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c95fa8d486ff1b4791987eed80df070501382248 --- /dev/null +++ b/results/sundial_base/Port_Activity/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2059d9bb7a81d9018a3068c66d91b2f64b885b395679385ab68dca77a2d3269b +size 141254 diff --git a/results/sundial_base/Port_Activity/D/short/predictions.npz b/results/sundial_base/Port_Activity/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f5cc8261608d23ac0634b8068435647a7d567103 --- /dev/null +++ b/results/sundial_base/Port_Activity/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b18271b2f0f19595aa8eec76869ea087af5c115a0b2c922a4ffa51311fa6992f +size 1079781 diff --git a/results/sundial_base/Port_Activity/W/short/config.json b/results/sundial_base/Port_Activity/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..481256a9101470300bc335c28633459f4c270f59 --- /dev/null +++ b/results/sundial_base/Port_Activity/W/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Port_Activity/W/short", + "num_series": 99, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Port_Activity/W/short/metrics.npz b/results/sundial_base/Port_Activity/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..154cc2d3342e586e6782f2c65fd140134d2e99fa --- /dev/null +++ b/results/sundial_base/Port_Activity/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e064d275a4421f61ae5d3b1d4120f07fbfd9e3f7f91e7f47708501ae9ab2a71 +size 47851 diff --git a/results/sundial_base/Port_Activity/W/short/predictions.npz b/results/sundial_base/Port_Activity/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..93f6a759760ec6de7cfd45b6f30ec8e293568276 --- /dev/null +++ b/results/sundial_base/Port_Activity/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b062e0540e070367c8c80a2a8368db777cdcb7ef62609c1d32a4f621b2232d9 +size 158101 diff --git a/results/sundial_base/SG_Carpark/15T/long/config.json b/results/sundial_base/SG_Carpark/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e152e212915ce3cd8ef3d6c1b49ae8bd861c8304 --- /dev/null +++ b/results/sundial_base/SG_Carpark/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Carpark/15T/long", + "num_series": 354, + "num_windows": 1, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/SG_Carpark/15T/long/metrics.npz b/results/sundial_base/SG_Carpark/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3b225f02b4154aa9de281c903882194ca48f8938 --- /dev/null +++ b/results/sundial_base/SG_Carpark/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0dde0fdf68185a525f2739843b318c5a9bcd880cb352d5a81fa1e85a9120d54c +size 22773 diff --git a/results/sundial_base/SG_Carpark/15T/long/predictions.npz b/results/sundial_base/SG_Carpark/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4371801e79314a0b80139f183dc3cd23229aee9c --- /dev/null +++ b/results/sundial_base/SG_Carpark/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad19f5a26d97fba9916be03b2ce3c366df3f9e6cc8b9c50ad44bd47ee20052ab +size 2847761 diff --git a/results/sundial_base/SG_Carpark/15T/medium/config.json b/results/sundial_base/SG_Carpark/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3e74444bf10ad2c4dfca48f808e9ccdff7e1305c --- /dev/null +++ b/results/sundial_base/SG_Carpark/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Carpark/15T/medium", + "num_series": 354, + "num_windows": 7, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/SG_Carpark/15T/medium/metrics.npz b/results/sundial_base/SG_Carpark/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b1c765b9f01dc46e570d7a2ae47862cee2d8130c --- /dev/null +++ b/results/sundial_base/SG_Carpark/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c73c991fd1151019a484b322330f26c3ca2f0cf876a173d500cc2ef47aeebf86 +size 145599 diff --git a/results/sundial_base/SG_Carpark/15T/medium/predictions.npz b/results/sundial_base/SG_Carpark/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d81e180e024414a3bbecf6f5cfe0434794f4755c --- /dev/null +++ b/results/sundial_base/SG_Carpark/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:629e052891b090d2e157ec48578c6f857d2dae7adab0614b295b5ed69dbb5f95 +size 2813769 diff --git a/results/sundial_base/SG_Carpark/15T/short/config.json b/results/sundial_base/SG_Carpark/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dd40d422da2a5db0755137421f5a6590d222f5d7 --- /dev/null +++ b/results/sundial_base/SG_Carpark/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Carpark/15T/short", + "num_series": 354, + "num_windows": 42, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/SG_Carpark/15T/short/metrics.npz b/results/sundial_base/SG_Carpark/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7103dbb4c6571bc8007456f7d6513ab6bfe92ba6 --- /dev/null +++ b/results/sundial_base/SG_Carpark/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f6f332b981a3c9d6c72971ee1b60a372d49e43a60d9cba6999be7a0a111f372 +size 845379 diff --git a/results/sundial_base/SG_Carpark/15T/short/predictions.npz b/results/sundial_base/SG_Carpark/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..51c9aa24fdbe6dc5bca4c66221e2ebce83d56daa --- /dev/null +++ b/results/sundial_base/SG_Carpark/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d29c7e803ddf779072ad10ac1445ca33097e796bb8d423fa1d913a98beb9133 +size 2800891 diff --git a/results/sundial_base/SG_PM25/H/long/config.json b/results/sundial_base/SG_PM25/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bbb7a682d4ac76795e0e7d3545d9f4f888f1fa9c --- /dev/null +++ b/results/sundial_base/SG_PM25/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_PM25/H/long", + "num_series": 1, + "num_windows": 13, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/SG_PM25/H/long/metrics.npz b/results/sundial_base/SG_PM25/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..354ca0f83e2c51ed5ffb0a62bd1efab5deac2ce9 --- /dev/null +++ b/results/sundial_base/SG_PM25/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:def8fee4c3ee51734c33b512ef8c9040ddf3d2c42dc6b10054ab3a9b925f52e2 +size 5733 diff --git a/results/sundial_base/SG_PM25/H/long/predictions.npz b/results/sundial_base/SG_PM25/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fe01058bdbc7d09c94e83e82d1647be139e73558 --- /dev/null +++ b/results/sundial_base/SG_PM25/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3398baa120d22028ccd05a0972321d3488de899505e7f0913e3107a9d35b4252 +size 146634 diff --git a/results/sundial_base/SG_PM25/H/medium/config.json b/results/sundial_base/SG_PM25/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2cb70991b75115bb390e739cb302b5f0b934cf32 --- /dev/null +++ b/results/sundial_base/SG_PM25/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_PM25/H/medium", + "num_series": 1, + "num_windows": 30, + "num_variates": 5, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/SG_PM25/H/medium/metrics.npz b/results/sundial_base/SG_PM25/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b70e6f1b5e071b8d42a99dae03de8b857f30ec1a --- /dev/null +++ b/results/sundial_base/SG_PM25/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1570c0f958d2f7613dcb5f9f1890dbf8d3fd188e4affddb9e473e520cad3661a +size 10647 diff --git a/results/sundial_base/SG_PM25/H/medium/predictions.npz b/results/sundial_base/SG_PM25/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..394cf3bdecc557e5750c86fa4f634366ea5cad93 --- /dev/null +++ b/results/sundial_base/SG_PM25/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc19b12586a1b4ac921ccc9cb8e4fd91d294a4022fad3f3743f1b990e78a8248 +size 147126 diff --git a/results/sundial_base/SG_PM25/H/short/config.json b/results/sundial_base/SG_PM25/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..18c24863c3ac52c1ac855d9d9f98eaa7cf4957b8 --- /dev/null +++ b/results/sundial_base/SG_PM25/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_PM25/H/short", + "num_series": 1, + "num_windows": 92, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/SG_PM25/H/short/metrics.npz b/results/sundial_base/SG_PM25/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e2fab86f46ad49ad73db21202a3efe8026d264bb --- /dev/null +++ b/results/sundial_base/SG_PM25/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff24287e8e0bebaa1e1e7d4765a2649e944cb5dc6fe48abedeac0a33cced584c +size 28313 diff --git a/results/sundial_base/SG_PM25/H/short/predictions.npz b/results/sundial_base/SG_PM25/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f17a5b80f12b3d574190ab058b95fbbacea35a3c --- /dev/null +++ b/results/sundial_base/SG_PM25/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6fe09a5a2436dcf9fcd61b63097b207eb3705ba5ca8a47e5bbe0b23a05fb2dc +size 152174 diff --git a/results/sundial_base/SG_Weather/D/long/config.json b/results/sundial_base/SG_Weather/D/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6e94d62df247ae93d3a462c0bd99ae06e7ce9b1e --- /dev/null +++ b/results/sundial_base/SG_Weather/D/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Weather/D/long", + "num_series": 6, + "num_windows": 26, + "num_variates": 4, + "prediction_length": 14, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/SG_Weather/D/long/metrics.npz b/results/sundial_base/SG_Weather/D/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..35d609aa779d88320e01c2cff2fd2f29be512ba3 --- /dev/null +++ b/results/sundial_base/SG_Weather/D/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7366e5b23c6d75aa84d01cad8b3715223d0043a38c3bcd8f6cee5091ef7266b3 +size 38132 diff --git a/results/sundial_base/SG_Weather/D/long/predictions.npz b/results/sundial_base/SG_Weather/D/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2617049da99cae71c5385c856aa57d0ca276df10 --- /dev/null +++ b/results/sundial_base/SG_Weather/D/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbc7caa46dc1d959499dd1a96752cfb2afb7ba9d6d79cad9d3303e78e5a08014 +size 115227 diff --git a/results/sundial_base/SG_Weather/D/medium/config.json b/results/sundial_base/SG_Weather/D/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..866506768c5151a71890613f009a66963b22da78 --- /dev/null +++ b/results/sundial_base/SG_Weather/D/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Weather/D/medium", + "num_series": 6, + "num_windows": 52, + "num_variates": 4, + "prediction_length": 7, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/SG_Weather/D/medium/metrics.npz b/results/sundial_base/SG_Weather/D/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4a4576214e610b7a74c4e4c106b86ffdcb74ad35 --- /dev/null +++ b/results/sundial_base/SG_Weather/D/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60f031351a50e990f989860182f34b3aa322e5e0ef0ac7cc0ead507800c5f20d +size 72771 diff --git a/results/sundial_base/SG_Weather/D/medium/predictions.npz b/results/sundial_base/SG_Weather/D/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f8337333f94035570ef63d080538e46db2d850bd --- /dev/null +++ b/results/sundial_base/SG_Weather/D/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1835ca264183c1bbb098d106c06af7dbb298322325289aac0182d3e81833c7d +size 118256 diff --git a/results/sundial_base/SG_Weather/D/short/config.json b/results/sundial_base/SG_Weather/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..44023384857fe1564e4a019b5dc0a971ded730ff --- /dev/null +++ b/results/sundial_base/SG_Weather/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Weather/D/short", + "num_series": 6, + "num_windows": 122, + "num_variates": 4, + "prediction_length": 3, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/SG_Weather/D/short/metrics.npz b/results/sundial_base/SG_Weather/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3b5675fba9c938c63ca5ad10fc059f4860459974 --- /dev/null +++ b/results/sundial_base/SG_Weather/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8073f7e1fcfe3136c5df0df7bf9d2e7b7e12c753d2b4a87d60f1524ed014228 +size 166606 diff --git a/results/sundial_base/SG_Weather/D/short/predictions.npz b/results/sundial_base/SG_Weather/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fec1f846016076e5946eb686b8a30492debeb19d --- /dev/null +++ b/results/sundial_base/SG_Weather/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e9dbb9d111efd916f1bbee266638e8adcdfee9b404af6f66687e03fab897be4f +size 125137 diff --git a/results/sundial_base/Smart_Manufacturing/H/long/config.json b/results/sundial_base/Smart_Manufacturing/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d02b4d6f1e8c0c0424b71f2687a21eb3b19f3230 --- /dev/null +++ b/results/sundial_base/Smart_Manufacturing/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Smart_Manufacturing/H/long", + "num_series": 34, + "num_windows": 1, + "num_variates": 5, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Smart_Manufacturing/H/long/metrics.npz b/results/sundial_base/Smart_Manufacturing/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..28f5bf4978e376303796bfbfb0161d47e59e84b0 --- /dev/null +++ b/results/sundial_base/Smart_Manufacturing/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82c020c4367ac9722f639eae49ffc57f7f374f8ccabc0c78c857c3ce7188682d +size 12149 diff --git a/results/sundial_base/Smart_Manufacturing/H/long/predictions.npz b/results/sundial_base/Smart_Manufacturing/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..93ff957044928a9a2ba8619d592d970890f3488c --- /dev/null +++ b/results/sundial_base/Smart_Manufacturing/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e9f680eeef37d7f8861d1a0d4fbdfb6a9fc6c8e2f94351e120f12b5869013045 +size 713506 diff --git a/results/sundial_base/Smart_Manufacturing/H/medium/config.json b/results/sundial_base/Smart_Manufacturing/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ad7144a916f729817bb0c800030ff54a54ba34a9 --- /dev/null +++ b/results/sundial_base/Smart_Manufacturing/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Smart_Manufacturing/H/medium", + "num_series": 34, + "num_windows": 2, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Smart_Manufacturing/H/medium/metrics.npz b/results/sundial_base/Smart_Manufacturing/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5427e43b293b245b53f32e9cca9641f9107b16a2 --- /dev/null +++ b/results/sundial_base/Smart_Manufacturing/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d953dd1e720209ba406b5e326e9ccd430a8b18d938c709a72b0e36ef57c55665 +size 22268 diff --git a/results/sundial_base/Smart_Manufacturing/H/medium/predictions.npz b/results/sundial_base/Smart_Manufacturing/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..847e6d5c1fa16c6a383228d153c08dafdf58ce2a --- /dev/null +++ b/results/sundial_base/Smart_Manufacturing/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f96b3cd35b31c6e46f8c75e108e62226740b36351ec229d2dab30af8942b6640 +size 715410 diff --git a/results/sundial_base/Smart_Manufacturing/H/short/config.json b/results/sundial_base/Smart_Manufacturing/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c768445b4a5f69cbfdd7b81f1a090718c4161853 --- /dev/null +++ b/results/sundial_base/Smart_Manufacturing/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Smart_Manufacturing/H/short", + "num_series": 34, + "num_windows": 14, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Smart_Manufacturing/H/short/metrics.npz b/results/sundial_base/Smart_Manufacturing/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6c9917130b4a15a84e8e2b482b2f8089a3fe6d73 --- /dev/null +++ b/results/sundial_base/Smart_Manufacturing/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05679b1e56fc945b5d9cd67c33b4094bc7bad87e88ef6aa031128a941e997f1d +size 140892 diff --git a/results/sundial_base/Smart_Manufacturing/H/short/predictions.npz b/results/sundial_base/Smart_Manufacturing/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6cedf4e6a2acb914bc42df0aaa3a98736fec127b --- /dev/null +++ b/results/sundial_base/Smart_Manufacturing/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:003e8f6865acdb4ad600e1c9c17aaea8e15318d0082e9600d4ff638b7b067cb5 +size 747395 diff --git a/results/sundial_base/Supply_Chain_Customer/D/short/config.json b/results/sundial_base/Supply_Chain_Customer/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fdd3fb6850efdf2c75d3ca222faa5be5448e3c78 --- /dev/null +++ b/results/sundial_base/Supply_Chain_Customer/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Supply_Chain_Customer/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 36, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Supply_Chain_Customer/D/short/metrics.npz b/results/sundial_base/Supply_Chain_Customer/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..de5a0a47e67daa181df25936484e179dee257df5 --- /dev/null +++ b/results/sundial_base/Supply_Chain_Customer/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63e19358be85f8cbb7886c82290b631286bf7c1b3daa5830e9b7a2181be52b56 +size 27122 diff --git a/results/sundial_base/Supply_Chain_Customer/D/short/predictions.npz b/results/sundial_base/Supply_Chain_Customer/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..02833afd8d8fff7bb6ec62ca92c12666f663df9b --- /dev/null +++ b/results/sundial_base/Supply_Chain_Customer/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1771d59c91eead2362c9b7d433b17694eb9d08b943ad7a2ae2ac9551900a0ba4 +size 216227 diff --git a/results/sundial_base/Supply_Chain_Location/D/short/config.json b/results/sundial_base/Supply_Chain_Location/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..243e95649427931ca9eaf78f53622ae353e8a914 --- /dev/null +++ b/results/sundial_base/Supply_Chain_Location/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Supply_Chain_Location/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 51, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Supply_Chain_Location/D/short/metrics.npz b/results/sundial_base/Supply_Chain_Location/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4897df805a88d86616ae11aa3b3708a762d9427e --- /dev/null +++ b/results/sundial_base/Supply_Chain_Location/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff6fcdaa3e15162e1fa0b407b542a7b88af6fa212f8861b02a787229ba3c5597 +size 37516 diff --git a/results/sundial_base/Supply_Chain_Location/D/short/predictions.npz b/results/sundial_base/Supply_Chain_Location/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..61a4668fcd77947a6be7e9967eafd3996ff5d1ed --- /dev/null +++ b/results/sundial_base/Supply_Chain_Location/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04986d1e3248b0f40f2c07a44473e63040c1af6573744c078569a646294243b8 +size 303189 diff --git a/results/sundial_base/US_Labor/M/short/config.json b/results/sundial_base/US_Labor/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a550dd899304ff18d896bb9dfcee53eacb3428d8 --- /dev/null +++ b/results/sundial_base/US_Labor/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "US_Labor/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 14, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/US_Labor/M/short/metrics.npz b/results/sundial_base/US_Labor/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..24581c8c98b4e525ab3d56e4a0cfab4345fab71f --- /dev/null +++ b/results/sundial_base/US_Labor/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb3af84e61a81f44c255e0d99549ef4d23e7e3197382cc89c6e2fb650f6b9678 +size 5993 diff --git a/results/sundial_base/US_Labor/M/short/predictions.npz b/results/sundial_base/US_Labor/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..80daec7e109169b3d99056170881f59c9da35956 --- /dev/null +++ b/results/sundial_base/US_Labor/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b11913383602ec35475e7e2d5f1c0521bc5832b68b8e44ddba64feb5773c737 +size 12589 diff --git a/results/sundial_base/US_Term_Structure/B/short/config.json b/results/sundial_base/US_Term_Structure/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ac7c3d8a19644cd8689c871063a3b798097f4846 --- /dev/null +++ b/results/sundial_base/US_Term_Structure/B/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "US_Term_Structure/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 40, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/US_Term_Structure/B/short/metrics.npz b/results/sundial_base/US_Term_Structure/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..76451a5c02f4ecc93c5d7a487bd7be3b50d0281f --- /dev/null +++ b/results/sundial_base/US_Term_Structure/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce8e984280af6e15087edd64d4f7a9c5553b4572432bf100658120d9b62ed15a +size 83040 diff --git a/results/sundial_base/US_Term_Structure/B/short/predictions.npz b/results/sundial_base/US_Term_Structure/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2bfc4eab116e26cd59bb9462d5c667d9170adc71 --- /dev/null +++ b/results/sundial_base/US_Term_Structure/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d012c31da4343606460c6166731fb01a65b4daaf478a974b1cd74a70e8a39900 +size 365766 diff --git a/results/sundial_base/Uncertainty_1M/M/short/config.json b/results/sundial_base/Uncertainty_1M/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a6ab692f794ca43882182fc8176b27f83354366f --- /dev/null +++ b/results/sundial_base/Uncertainty_1M/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Uncertainty_1M/M/short", + "num_series": 1, + "num_windows": 7, + "num_variates": 3, + "prediction_length": 6, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Uncertainty_1M/M/short/metrics.npz b/results/sundial_base/Uncertainty_1M/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0534f27414b3bb94e76f202fee46d93bf9fc707c --- /dev/null +++ b/results/sundial_base/Uncertainty_1M/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd02604701883258ae5e0eb9b8a26ee9114803e1263d0b5b0d98b86b344780b2 +size 2846 diff --git a/results/sundial_base/Uncertainty_1M/M/short/predictions.npz b/results/sundial_base/Uncertainty_1M/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..94fe2393468981d04ae67644b7e94a6163c047a7 --- /dev/null +++ b/results/sundial_base/Uncertainty_1M/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7dcb6c2fd91f11674961a504832b7b0e06969b69a861cd85bf48cce69bb45337 +size 2176 diff --git a/results/sundial_base/Vehicle_Sales/M/short/config.json b/results/sundial_base/Vehicle_Sales/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b939ab49be112db8c785ea350259f6f19c967655 --- /dev/null +++ b/results/sundial_base/Vehicle_Sales/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Vehicle_Sales/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 10, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Vehicle_Sales/M/short/metrics.npz b/results/sundial_base/Vehicle_Sales/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d62e1c7d4b2c3536da7afd90ebf983fc78042219 --- /dev/null +++ b/results/sundial_base/Vehicle_Sales/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d06976d7a0ccb3cf359d5c65ef8934deb904e1e4d96e7f9cf1bbf324eb44ac3d +size 4744 diff --git a/results/sundial_base/Vehicle_Sales/M/short/predictions.npz b/results/sundial_base/Vehicle_Sales/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f4fac846a1140f5030f29ba472aaf35f52e7146f --- /dev/null +++ b/results/sundial_base/Vehicle_Sales/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0042d7d38a0b22a20698848fd55f172aa1587e6c73dea142e8f419e95714a589 +size 9360 diff --git a/results/sundial_base/Vehicle_Supply/M/short/config.json b/results/sundial_base/Vehicle_Supply/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1094e2207dacbb9f5b9b3dafca7de19615b75180 --- /dev/null +++ b/results/sundial_base/Vehicle_Supply/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Vehicle_Supply/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Vehicle_Supply/M/short/metrics.npz b/results/sundial_base/Vehicle_Supply/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..121c8456e9099487a0bf0c9d2b2f3a821df54021 --- /dev/null +++ b/results/sundial_base/Vehicle_Supply/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d8d91078a503cf33809635b22e2146b417c61517f3b811dbc6ce1d2d82ed212e +size 3447 diff --git a/results/sundial_base/Vehicle_Supply/M/short/predictions.npz b/results/sundial_base/Vehicle_Supply/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8b849bb55e760e0773dda2c00db40cc619827389 --- /dev/null +++ b/results/sundial_base/Vehicle_Supply/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7014914fdca77c673420ee3627ad0b72738fbe8b4c009447189171cfd399f207 +size 5980 diff --git a/results/sundial_base/WUI_Global/Q/short/config.json b/results/sundial_base/WUI_Global/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..20ed51517c3b4291d90bef3511d2dff1e7d6cb5d --- /dev/null +++ b/results/sundial_base/WUI_Global/Q/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "WUI_Global/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 15, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/WUI_Global/Q/short/metrics.npz b/results/sundial_base/WUI_Global/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..374cbdde60fa938b4e30b35c6477b50b71451376 --- /dev/null +++ b/results/sundial_base/WUI_Global/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18083f2fac580071d6a254126a4b630f27fe94c678a76628554a6e8920fe4586 +size 6263 diff --git a/results/sundial_base/WUI_Global/Q/short/predictions.npz b/results/sundial_base/WUI_Global/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..820f69d9b4030f109635961fd24f983acb154c86 --- /dev/null +++ b/results/sundial_base/WUI_Global/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d3d930ca95df045030cabeb13f559dee80bfed0e7187e19f5cefcf8438ffaf4 +size 5146 diff --git a/results/sundial_base/Water_Quality_Darwin/15T/long/config.json b/results/sundial_base/Water_Quality_Darwin/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..73eaf9db00f23a402c7e91b8a5d1bff3254b77ac --- /dev/null +++ b/results/sundial_base/Water_Quality_Darwin/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/long", + "num_series": 7, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Water_Quality_Darwin/15T/long/metrics.npz b/results/sundial_base/Water_Quality_Darwin/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6d9a290b523be2fcca1f0d30ed39b5849118b650 --- /dev/null +++ b/results/sundial_base/Water_Quality_Darwin/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee952abf5a79de215ca410ccd135fa29fc49669b304de4b0072a168ddc233fef +size 14254 diff --git a/results/sundial_base/Water_Quality_Darwin/15T/long/predictions.npz b/results/sundial_base/Water_Quality_Darwin/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0372fc2b4f3e23f476c5d8199bdf7f96c06ba3b8 --- /dev/null +++ b/results/sundial_base/Water_Quality_Darwin/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cef4f5af29552d101ab8b2971e2be94caeca067d8a81a4e01683cd570db2d371 +size 412159 diff --git a/results/sundial_base/Water_Quality_Darwin/15T/medium/config.json b/results/sundial_base/Water_Quality_Darwin/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..164998bd7b1f2f6244222751d1655e317ed7410b --- /dev/null +++ b/results/sundial_base/Water_Quality_Darwin/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/medium", + "num_series": 7, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Water_Quality_Darwin/15T/medium/metrics.npz b/results/sundial_base/Water_Quality_Darwin/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7e2841a3f475aae12cffba92c7bb20147d0a9f56 --- /dev/null +++ b/results/sundial_base/Water_Quality_Darwin/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdd61002abd3a65c005f61b2c9cbe10a67182914632efbf3c4c53b30d26d6303 +size 38230 diff --git a/results/sundial_base/Water_Quality_Darwin/15T/medium/predictions.npz b/results/sundial_base/Water_Quality_Darwin/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9a94f39fc4c5546183f01ff6cde7187c9606419c --- /dev/null +++ b/results/sundial_base/Water_Quality_Darwin/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae2cdd9754e6534a45df9efeb5bc45908a82cf15f50aed31a7868b4c7a390976 +size 425614 diff --git a/results/sundial_base/Water_Quality_Darwin/15T/short/config.json b/results/sundial_base/Water_Quality_Darwin/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..81082332140461ac06ffa9abb123f7bc4c069efe --- /dev/null +++ b/results/sundial_base/Water_Quality_Darwin/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/short", + "num_series": 7, + "num_windows": 90, + "num_variates": 6, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/Water_Quality_Darwin/15T/short/metrics.npz b/results/sundial_base/Water_Quality_Darwin/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..88867ccd07942245427f5421e633561991f6228d --- /dev/null +++ b/results/sundial_base/Water_Quality_Darwin/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d8657116ab6b910bb8e8951cd8689420b9ddecdab61c66a49033f6887c4ec2f2 +size 215898 diff --git a/results/sundial_base/Water_Quality_Darwin/15T/short/predictions.npz b/results/sundial_base/Water_Quality_Darwin/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..486bd56ec9e1a06babfe69a66517017ed5cd80b1 --- /dev/null +++ b/results/sundial_base/Water_Quality_Darwin/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8632f76e79c87cf561f0ce09fe13bc3455e3e73c25e02c8820e1bd4b3109b30 +size 470516 diff --git a/results/sundial_base/azure2019_D/5T/short/config.json b/results/sundial_base/azure2019_D/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f39ea50d87d825ccd08b09f2a046d27e2b6e0550 --- /dev/null +++ b/results/sundial_base/azure2019_D/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "azure2019_D/5T/short", + "num_series": 989, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/azure2019_D/5T/short/metrics.npz b/results/sundial_base/azure2019_D/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9b87549893cbfc015f8c36ba1b5d1b12169b1ffe --- /dev/null +++ b/results/sundial_base/azure2019_D/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b45655250728d6ed95a175a1b968f595396ba3392b07bc2426d4ad1558182648 +size 523388 diff --git a/results/sundial_base/azure2019_D/5T/short/predictions.npz b/results/sundial_base/azure2019_D/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..792f78294e6f7b13ac6b03334b4bcae8737cf7cb --- /dev/null +++ b/results/sundial_base/azure2019_D/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d35e0b3188bb67de15f60b35c443f32942a882f82555a16f41f982adfbeadb7d +size 33369513 diff --git a/results/sundial_base/azure2019_I/5T/short/config.json b/results/sundial_base/azure2019_I/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b12951466f56ff4c253f652387faa38056281f35 --- /dev/null +++ b/results/sundial_base/azure2019_I/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "azure2019_I/5T/short", + "num_series": 492, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/azure2019_I/5T/short/metrics.npz b/results/sundial_base/azure2019_I/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..90982126b3f2a6c30f224c119bfeaf1f01366234 --- /dev/null +++ b/results/sundial_base/azure2019_I/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dbaf083e65cc32b95150e6f167b778f46d6eacc89d017253a6e09fa6945cbf65 +size 261434 diff --git a/results/sundial_base/azure2019_I/5T/short/predictions.npz b/results/sundial_base/azure2019_I/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..351bee5a3ba71d1722e5073f15e16b962c95f881 --- /dev/null +++ b/results/sundial_base/azure2019_I/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2b2f37fafb3db3e5106740109d775880968396b6ba8d14680270f2d944959f5 +size 16341315 diff --git a/results/sundial_base/azure2019_U/5T/short/config.json b/results/sundial_base/azure2019_U/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1cf7dcedf28e829f56f5030d85c0f6f9fbe04447 --- /dev/null +++ b/results/sundial_base/azure2019_U/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "azure2019_U/5T/short", + "num_series": 78, + "num_windows": 6, + "num_variates": 3, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/azure2019_U/5T/short/metrics.npz b/results/sundial_base/azure2019_U/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..df43e4fb835834a1e45e4d3aed27f3ef698032a0 --- /dev/null +++ b/results/sundial_base/azure2019_U/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:734c45c8d4d92c9cb37babc6d671c01aef3b2601620ab752000525bbf67aa789 +size 83569 diff --git a/results/sundial_base/azure2019_U/5T/short/predictions.npz b/results/sundial_base/azure2019_U/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..09a3f899f47116bd061d9c368c72df3f6820405f --- /dev/null +++ b/results/sundial_base/azure2019_U/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb72e1f1e22175885567c30785400e43a9e0783916538705f59bc86692cafef5 +size 915937 diff --git a/results/sundial_base/current_velocity/10T/long/config.json b/results/sundial_base/current_velocity/10T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..32a28ad495ad9c2f3752579976eb9fa2a3c1a0c3 --- /dev/null +++ b/results/sundial_base/current_velocity/10T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/10T/long", + "num_series": 10, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 432, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/10T/long/metrics.npz b/results/sundial_base/current_velocity/10T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b4136ca54064aacb1ebd02367a32ffc06012ac19 --- /dev/null +++ b/results/sundial_base/current_velocity/10T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22e9cb2c2b45d7874518b63bd16fd7ab89f7d66d045b0507b3e90de6ffd35f9c +size 19794 diff --git a/results/sundial_base/current_velocity/10T/long/predictions.npz b/results/sundial_base/current_velocity/10T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..651cb3e7b00746e0ff1ee11bd773d1f73c03607f --- /dev/null +++ b/results/sundial_base/current_velocity/10T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60d1161783f1ba3db6b437a138b12ebf486d35bffb10790295caf09c5b252acb +size 1547319 diff --git a/results/sundial_base/current_velocity/10T/medium/config.json b/results/sundial_base/current_velocity/10T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9cd30745cf9d1f3b0c06f81c48658276b03e5f72 --- /dev/null +++ b/results/sundial_base/current_velocity/10T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/10T/medium", + "num_series": 10, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/10T/medium/metrics.npz b/results/sundial_base/current_velocity/10T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e97f2d663801c884cc430cb1144706bf31fda7b2 --- /dev/null +++ b/results/sundial_base/current_velocity/10T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca6c164bbe371d6b0a0ab34b9db6f7be6303d849daa82ed2be00cc16b3463c7e +size 54800 diff --git a/results/sundial_base/current_velocity/10T/medium/predictions.npz b/results/sundial_base/current_velocity/10T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c5e5ef1860b7da69eb4aa53ae1ab66f5f9cce68c --- /dev/null +++ b/results/sundial_base/current_velocity/10T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:980cb69b97aac15a201dbaaf15ed78c9bbd6a02ed06112767d6935c21d0deb65 +size 1561273 diff --git a/results/sundial_base/current_velocity/10T/short/config.json b/results/sundial_base/current_velocity/10T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8857da7bf8850009e628d31539e6a9cb53957a64 --- /dev/null +++ b/results/sundial_base/current_velocity/10T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/10T/short", + "num_series": 10, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 18, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/10T/short/metrics.npz b/results/sundial_base/current_velocity/10T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..016b3212ea2b8be48cb8a75f184799ee443a265f --- /dev/null +++ b/results/sundial_base/current_velocity/10T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2e2bfe105afc4f6b509cc0b36621199d1511f5529ab8a37843bca3920d3a9a7 +size 418301 diff --git a/results/sundial_base/current_velocity/10T/short/predictions.npz b/results/sundial_base/current_velocity/10T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cbb8adce343437729eca14045a1bbac19975e98c --- /dev/null +++ b/results/sundial_base/current_velocity/10T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2dc440e00717f91ae7ce956e8873494b5a916597a61fb06e0c3469ab88ec3c3c +size 1599884 diff --git a/results/sundial_base/current_velocity/15T/long/config.json b/results/sundial_base/current_velocity/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3edcb8635e374c4b63656e41c4e3853f1e766a2c --- /dev/null +++ b/results/sundial_base/current_velocity/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/15T/long/metrics.npz b/results/sundial_base/current_velocity/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ad46b389364a20c4802ab0ba15081d3f624fc532 --- /dev/null +++ b/results/sundial_base/current_velocity/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5c137fd4644585e05699365f94dc4e644ec9809bc2defe02429df6cd85b6558 +size 10870 diff --git a/results/sundial_base/current_velocity/15T/long/predictions.npz b/results/sundial_base/current_velocity/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..53f28ffeeaff914ae3de7e6ed995676477621179 --- /dev/null +++ b/results/sundial_base/current_velocity/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc544847da529ad384b8bb927933ffb73eff7b63d63a0309dad573d46e7ca42c +size 493279 diff --git a/results/sundial_base/current_velocity/15T/medium/config.json b/results/sundial_base/current_velocity/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..732873b1e1fb8e34f41e617b80bcea1070f960dd --- /dev/null +++ b/results/sundial_base/current_velocity/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/15T/medium/metrics.npz b/results/sundial_base/current_velocity/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..348e1b692fee4b665e4e126a3ff087d6f778d6ab --- /dev/null +++ b/results/sundial_base/current_velocity/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5d8e3220f786d5d2cccd31d1497762f4d85adf60b1e5aad622ee87c277f835e +size 28360 diff --git a/results/sundial_base/current_velocity/15T/medium/predictions.npz b/results/sundial_base/current_velocity/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..19f1eb9dbbbb7058e61714aceec0055216c6a562 --- /dev/null +++ b/results/sundial_base/current_velocity/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7880bc8533107b5f4398c8ea9dd7335b8bc3c8015f2b9bfffa5e07ffad58fb79 +size 500153 diff --git a/results/sundial_base/current_velocity/15T/short/config.json b/results/sundial_base/current_velocity/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..74736253a3d540bfc785632ceb66700e76abd9b7 --- /dev/null +++ b/results/sundial_base/current_velocity/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/15T/short/metrics.npz b/results/sundial_base/current_velocity/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b7f817974343f50d1c15a1f18a688809a5f57dda --- /dev/null +++ b/results/sundial_base/current_velocity/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:74c132e85036a5fc87d512f7849b938301695065ba7d80408d6194330a1480d6 +size 209442 diff --git a/results/sundial_base/current_velocity/15T/short/predictions.npz b/results/sundial_base/current_velocity/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..924c5cdad96765430dba55937a29050e7b582ffb --- /dev/null +++ b/results/sundial_base/current_velocity/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f9e542022125c1fcecb4be025bdc055ff1039ba125525528d326d48e5e53647 +size 515371 diff --git a/results/sundial_base/current_velocity/20T/long/config.json b/results/sundial_base/current_velocity/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c08829c79fcc58e7cebadf7849598919c5a197cb --- /dev/null +++ b/results/sundial_base/current_velocity/20T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/20T/long", + "num_series": 27, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/20T/long/metrics.npz b/results/sundial_base/current_velocity/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a567816643dc6638dc2ce4554fd426781cfeeab7 --- /dev/null +++ b/results/sundial_base/current_velocity/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dbe8d29651f7cff6e80ea1ed4e08cdd9f635ed7ae4a6cccb1cd3f1e9efcca352 +size 49741 diff --git a/results/sundial_base/current_velocity/20T/long/predictions.npz b/results/sundial_base/current_velocity/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f2f3ed866a6dad9aae2c66e556cbe6add39094bd --- /dev/null +++ b/results/sundial_base/current_velocity/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:058767946ae9eebf1bc0191e3ae414046480ef6e092e9cfbdf7cb9f60ef8716d +size 2081395 diff --git a/results/sundial_base/current_velocity/20T/medium/config.json b/results/sundial_base/current_velocity/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b9c73a1d57c49a50935aad7cb70527c5a0d0e533 --- /dev/null +++ b/results/sundial_base/current_velocity/20T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/20T/medium", + "num_series": 27, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/20T/medium/metrics.npz b/results/sundial_base/current_velocity/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..81c177666c3e5a96a1a9d0c233667419598e723c --- /dev/null +++ b/results/sundial_base/current_velocity/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c78c10910f835b3b3d2129aa09d8a7cddf1699966359c2490b1a925690b0f08 +size 144132 diff --git a/results/sundial_base/current_velocity/20T/medium/predictions.npz b/results/sundial_base/current_velocity/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cb73000796851735450a782484e917a5ba5df797 --- /dev/null +++ b/results/sundial_base/current_velocity/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:74716001fa1490f0b6aa3b2077999a9f532cba855d452511133b6030378bf26a +size 2108356 diff --git a/results/sundial_base/current_velocity/20T/short/config.json b/results/sundial_base/current_velocity/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e89d0dd7e67b42a08ad209006017c711885b4100 --- /dev/null +++ b/results/sundial_base/current_velocity/20T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/20T/short", + "num_series": 27, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/20T/short/metrics.npz b/results/sundial_base/current_velocity/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..789ba280d4a455d8451827d14adcba2982cdc3ba --- /dev/null +++ b/results/sundial_base/current_velocity/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd0faa25e68a8b232c6501deff22e31a8ee66c3b8d3c0e7ee51146c0cf49862b +size 1119112 diff --git a/results/sundial_base/current_velocity/20T/short/predictions.npz b/results/sundial_base/current_velocity/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..80e55229c574dad8f5305805178dcebc637253b0 --- /dev/null +++ b/results/sundial_base/current_velocity/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b58e06642a67564767e6023b32d3c110212d69d9d785d751ff72b05cf924ab8 +size 2182440 diff --git a/results/sundial_base/current_velocity/5T/long/config.json b/results/sundial_base/current_velocity/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f997b86d4cfd89c9927f626d54627394e3253735 --- /dev/null +++ b/results/sundial_base/current_velocity/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/5T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/5T/long/metrics.npz b/results/sundial_base/current_velocity/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..02956fe8833cc1f2b66631c5ad1a00f8d167ac6a --- /dev/null +++ b/results/sundial_base/current_velocity/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d54783b16e883580a3f907f6b6389f1a66aa7035a34590a44f2dfb4e57bedb0 +size 3501 diff --git a/results/sundial_base/current_velocity/5T/long/predictions.npz b/results/sundial_base/current_velocity/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..803d354361c0af680468587dd5896d5037f0bda1 --- /dev/null +++ b/results/sundial_base/current_velocity/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21590000783ea5c154aa52da80164604abd4b4c29c8f9a2cb88e8d33adb4b421 +size 254236 diff --git a/results/sundial_base/current_velocity/5T/medium/config.json b/results/sundial_base/current_velocity/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..27ce853f14348762aa50c50888232c0be76baddd --- /dev/null +++ b/results/sundial_base/current_velocity/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/5T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/5T/medium/metrics.npz b/results/sundial_base/current_velocity/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9ae3c44b4ae163e42e41be97c2dc1ea9db64048b --- /dev/null +++ b/results/sundial_base/current_velocity/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:93eb611304c64f37233631fd8371635103f5958b1e22703473a92b229eaa0bd7 +size 7320 diff --git a/results/sundial_base/current_velocity/5T/medium/predictions.npz b/results/sundial_base/current_velocity/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8fa60f2902808f1ead946f2a11baa755782618ed --- /dev/null +++ b/results/sundial_base/current_velocity/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7012a215a6674b54e2140e4749e7d0e8a75244cfd8677db53566a2a29ec05690 +size 256308 diff --git a/results/sundial_base/current_velocity/5T/short/config.json b/results/sundial_base/current_velocity/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fb48b810248db46055297c79f393b8783b33a9d6 --- /dev/null +++ b/results/sundial_base/current_velocity/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/5T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/5T/short/metrics.npz b/results/sundial_base/current_velocity/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8eeb881e9fbbf2e7d8a31d21fcd0e65b0a649e0e --- /dev/null +++ b/results/sundial_base/current_velocity/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7daf7e00ec0da2c5099fc4534b5b517c271abfa4189c4e09466870fcf86898a9 +size 43442 diff --git a/results/sundial_base/current_velocity/5T/short/predictions.npz b/results/sundial_base/current_velocity/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ecb824965c9dbb0b0f1fd621e5a8615df7d79be2 --- /dev/null +++ b/results/sundial_base/current_velocity/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3778b0a143397d570ff506b7734681bb6b5562541a79ec99380614c24ad362eb +size 264153 diff --git a/results/sundial_base/current_velocity/H/long/config.json b/results/sundial_base/current_velocity/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..66f5bbbac544fe4048ce31b92708eb7dc957cb91 --- /dev/null +++ b/results/sundial_base/current_velocity/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/H/long", + "num_series": 21, + "num_windows": 2, + "num_variates": 6, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/H/long/metrics.npz b/results/sundial_base/current_velocity/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fa6fe1dd8b56c8c7b81b160040017399737cf68d --- /dev/null +++ b/results/sundial_base/current_velocity/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:17ab0def205f183bd344bd6beff6d46436cc2470a51323c09fde5703cd8a78dc +size 16947 diff --git a/results/sundial_base/current_velocity/H/long/predictions.npz b/results/sundial_base/current_velocity/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7b486088a1b41f6ac4b130efc12bc807f0f835ac --- /dev/null +++ b/results/sundial_base/current_velocity/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad1d39bb8404de352eb626314579c1e933050f499eb3b7abb0c83500ac80263e +size 1128874 diff --git a/results/sundial_base/current_velocity/H/medium/config.json b/results/sundial_base/current_velocity/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3def76377f2b657282aa5167dd999df56b801ca1 --- /dev/null +++ b/results/sundial_base/current_velocity/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/H/medium", + "num_series": 21, + "num_windows": 4, + "num_variates": 6, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/H/medium/metrics.npz b/results/sundial_base/current_velocity/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..21626ae3f2087f07af14445e0baa6d0fc3015273 --- /dev/null +++ b/results/sundial_base/current_velocity/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6e8203596d00107ec03f317053d7e4b5f155259219b3673c7e5ec29a0505c090 +size 31726 diff --git a/results/sundial_base/current_velocity/H/medium/predictions.npz b/results/sundial_base/current_velocity/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..55879ec61dc2e00f0bbea57b9e41c52a66cf411c --- /dev/null +++ b/results/sundial_base/current_velocity/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8195223c769bf273808217a5e3d68d5ddd60cfb91eabfe6f08587dba970e6ba7 +size 1135551 diff --git a/results/sundial_base/current_velocity/H/short/config.json b/results/sundial_base/current_velocity/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..963d34e2a3f4770fdee849853e6cff49ba21e3f8 --- /dev/null +++ b/results/sundial_base/current_velocity/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/H/short", + "num_series": 21, + "num_windows": 28, + "num_variates": 6, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/current_velocity/H/short/metrics.npz b/results/sundial_base/current_velocity/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fd46bd5481a5724ba2b7756099ae80e4c7d88ff8 --- /dev/null +++ b/results/sundial_base/current_velocity/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:999f7a48e49df94f2027344103aaced38e00e4783036c7ff6754cfc3d39d2f6b +size 206861 diff --git a/results/sundial_base/current_velocity/H/short/predictions.npz b/results/sundial_base/current_velocity/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8a16cfabf1475919cf34b03882cb2be61c81101d --- /dev/null +++ b/results/sundial_base/current_velocity/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e1fde4c19af8c144b35ecf54e0ee416c1570d41ab81ffff3b7f04a8be3b70e6 +size 1146024 diff --git a/results/sundial_base/epf_electricity_price/H/long/config.json b/results/sundial_base/epf_electricity_price/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6a42530d94554020e18158dd1e5e91defac7540f --- /dev/null +++ b/results/sundial_base/epf_electricity_price/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "epf_electricity_price/H/long", + "num_series": 5, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/epf_electricity_price/H/long/metrics.npz b/results/sundial_base/epf_electricity_price/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bf17e7f745be24154988f30e12d5fdc2710fd1cb --- /dev/null +++ b/results/sundial_base/epf_electricity_price/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd1b0345e3ad0884cfe7ac62c6e460bb963a20e6e3606ed2fc28034faa711869 +size 6353 diff --git a/results/sundial_base/epf_electricity_price/H/long/predictions.npz b/results/sundial_base/epf_electricity_price/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2dfc2884eed26219b5a3c7c9bc1a55781726e6a0 --- /dev/null +++ b/results/sundial_base/epf_electricity_price/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42c67f24ea05d27198256ab527bab68348651adedd1f27ee5b0aaf4063a73fd6 +size 174040 diff --git a/results/sundial_base/epf_electricity_price/H/medium/config.json b/results/sundial_base/epf_electricity_price/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b9f67f1c3f14eddc4ebabbc1d207cf6f6c08a870 --- /dev/null +++ b/results/sundial_base/epf_electricity_price/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "epf_electricity_price/H/medium", + "num_series": 5, + "num_windows": 35, + "num_variates": 1, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/epf_electricity_price/H/medium/metrics.npz b/results/sundial_base/epf_electricity_price/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1bd2f3a6507663640734fc460993aabced32223e --- /dev/null +++ b/results/sundial_base/epf_electricity_price/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0abdce8a72dda8a99bf4223ddf7bb8a1565f9ddd55e6267862098f767d9f15f9 +size 12184 diff --git a/results/sundial_base/epf_electricity_price/H/medium/predictions.npz b/results/sundial_base/epf_electricity_price/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e63e2b36d679fe93a606a2e05825a25eab238b97 --- /dev/null +++ b/results/sundial_base/epf_electricity_price/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12a9138529ae05377c488b5d02fea2a54ef7ffc0efd66ebe870698366e04e392 +size 174820 diff --git a/results/sundial_base/epf_electricity_price/H/short/config.json b/results/sundial_base/epf_electricity_price/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3f4c0f036b890d34abc90e5ed56876cf7f0de1eb --- /dev/null +++ b/results/sundial_base/epf_electricity_price/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "epf_electricity_price/H/short", + "num_series": 5, + "num_windows": 105, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 2880, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model_id": "thuml/sundial-base-128m", + "num_samples": 100 +} \ No newline at end of file diff --git a/results/sundial_base/epf_electricity_price/H/short/metrics.npz b/results/sundial_base/epf_electricity_price/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..89826a33f0a5fad6bc1895a9a47d820c750373a3 --- /dev/null +++ b/results/sundial_base/epf_electricity_price/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4296cc556581b31fa6e1d8cabd78e39b1de0eb60152d196b48e634b1a8a0f5e8 +size 32312 diff --git a/results/sundial_base/epf_electricity_price/H/short/predictions.npz b/results/sundial_base/epf_electricity_price/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b9a6d790939fa7a945316d22b40901c694706292 --- /dev/null +++ b/results/sundial_base/epf_electricity_price/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7baa482b17088c0dabcf22ed7f88c12adc9bf6573befb9a3f0fdae7cee72170a +size 175792 diff --git a/results/visiontspp_base/Australia_Solar/H/long/config.json b/results/visiontspp_base/Australia_Solar/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..00785050d50239fa6de2e91b698f081651689158 --- /dev/null +++ b/results/visiontspp_base/Australia_Solar/H/long/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Australia_Solar/H/long", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/Australia_Solar/H/long/metrics.npz b/results/visiontspp_base/Australia_Solar/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..75c9bdfb8bf2515bdf901f41abe3a36cb29b1da9 --- /dev/null +++ b/results/visiontspp_base/Australia_Solar/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4363a84529adb28ab2b37befd953a7c312d57a55c769847ea7cf2cee43ee30da +size 4538 diff --git a/results/visiontspp_base/Australia_Solar/H/long/predictions.npz b/results/visiontspp_base/Australia_Solar/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..510f842cdb7b64d282ebc225aabbd55b1f326da8 --- /dev/null +++ b/results/visiontspp_base/Australia_Solar/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c16ee689d20cf2218b1af2e54607512b325b5719f77073eef72b62d6087a9569 +size 123528 diff --git a/results/visiontspp_base/Australia_Solar/H/medium/config.json b/results/visiontspp_base/Australia_Solar/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..30955a76fbcf12e0e4fb650ea936500926156756 --- /dev/null +++ b/results/visiontspp_base/Australia_Solar/H/medium/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Australia_Solar/H/medium", + "num_series": 1, + "num_windows": 35, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/Australia_Solar/H/medium/metrics.npz b/results/visiontspp_base/Australia_Solar/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4fff2c638f6f88633a996a89a2fa7ba3dcd40e34 --- /dev/null +++ b/results/visiontspp_base/Australia_Solar/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a44bacd83b09dd412942eb470666f82d1dc86e2c513233dfa3f4cece458baed6 +size 8362 diff --git a/results/visiontspp_base/Australia_Solar/H/medium/predictions.npz b/results/visiontspp_base/Australia_Solar/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..05779594690f2bc267f29f1e9d0cf2ad3c47a9a0 --- /dev/null +++ b/results/visiontspp_base/Australia_Solar/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2cf174fe999379a1b37acb3e3195ddecdd3313e8f0e78581c89ab595bc28345f +size 124271 diff --git a/results/visiontspp_base/Australia_Solar/H/short/config.json b/results/visiontspp_base/Australia_Solar/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bbe3d7e66dd944cc8cfa74cd8c30d214e3fc73d0 --- /dev/null +++ b/results/visiontspp_base/Australia_Solar/H/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Australia_Solar/H/short", + "num_series": 1, + "num_windows": 105, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/Australia_Solar/H/short/metrics.npz b/results/visiontspp_base/Australia_Solar/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fc70b2ff2376a913463cd895d60ab792d6848a86 --- /dev/null +++ b/results/visiontspp_base/Australia_Solar/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d572c9b2a12bbb958c8fbb4ad5566c180ad13ba57e5383cd914aed38f08adb7 +size 20773 diff --git a/results/visiontspp_base/Australia_Solar/H/short/predictions.npz b/results/visiontspp_base/Australia_Solar/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..67140b2586f429e708c43acfd776be63e612d089 --- /dev/null +++ b/results/visiontspp_base/Australia_Solar/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:736befc8252aeb5566d358254528a9e3e7a6a129bd359ebf86b26bba9952cafe +size 124134 diff --git a/results/visiontspp_base/Auto_Production_SF/M/short/config.json b/results/visiontspp_base/Auto_Production_SF/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4a392578244ec4861e1c40f90b6895bc8ea2c461 --- /dev/null +++ b/results/visiontspp_base/Auto_Production_SF/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Auto_Production_SF/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 12 +} \ No newline at end of file diff --git a/results/visiontspp_base/Auto_Production_SF/M/short/metrics.npz b/results/visiontspp_base/Auto_Production_SF/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9827f7473ceae3afb5f369362c2a13d766f37666 --- /dev/null +++ b/results/visiontspp_base/Auto_Production_SF/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4cd32e0a7ea2d10c868d935a065debe94adef4800691c1f7dd705e78eeb7307 +size 1821 diff --git a/results/visiontspp_base/Auto_Production_SF/M/short/predictions.npz b/results/visiontspp_base/Auto_Production_SF/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6fe0b2be18e0be37892f8f0b0c4cf23a90f95af9 --- /dev/null +++ b/results/visiontspp_base/Auto_Production_SF/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f55b3a5cdf6f82a6df69306b45cdb9de636e99585c767ee6acf8a6029956873 +size 1326 diff --git a/results/visiontspp_base/CPHL/15T/long/config.json b/results/visiontspp_base/CPHL/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8035f3a056ba577af19f704852e7ad4e54e78c44 --- /dev/null +++ b/results/visiontspp_base/CPHL/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/15T/long", + "num_series": 2, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/CPHL/15T/long/metrics.npz b/results/visiontspp_base/CPHL/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd9b05b64c207321feb84b750652615fc5beacd1 --- /dev/null +++ b/results/visiontspp_base/CPHL/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a23b4b2431ccf4c03f9f3ba8bee2a3d35b51c96eeefc87afea9998de239a7c4 +size 2173 diff --git a/results/visiontspp_base/CPHL/15T/long/predictions.npz b/results/visiontspp_base/CPHL/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4d37d966751e26879c7a7d8ee4804692c68d0178 --- /dev/null +++ b/results/visiontspp_base/CPHL/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59d723bd632a75d23e1529d684292f1f5a600b004de26dd652f85e5f8a2a74bc +size 39671 diff --git a/results/visiontspp_base/CPHL/15T/medium/config.json b/results/visiontspp_base/CPHL/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..27836a69792bdc1e8879252a8d27a52142266671 --- /dev/null +++ b/results/visiontspp_base/CPHL/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/15T/medium", + "num_series": 2, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/CPHL/15T/medium/metrics.npz b/results/visiontspp_base/CPHL/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..efe54fb212051043883e9e68f865616023488a8c --- /dev/null +++ b/results/visiontspp_base/CPHL/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2076106b01ee62ea7d49e3714f69631c260727c95607984248e3329f049d86f9 +size 3471 diff --git a/results/visiontspp_base/CPHL/15T/medium/predictions.npz b/results/visiontspp_base/CPHL/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3bc4fe4fe3b81e09f5b126eceb27448bde79fc08 --- /dev/null +++ b/results/visiontspp_base/CPHL/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12b6e861a961df8c7db17054251c5c8413e4bfdac7a5debed27a96871cbd3df7 +size 40187 diff --git a/results/visiontspp_base/CPHL/15T/short/config.json b/results/visiontspp_base/CPHL/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..46b7b5bac359ea3d664157c2742fb27faca4c9f4 --- /dev/null +++ b/results/visiontspp_base/CPHL/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/15T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/CPHL/15T/short/metrics.npz b/results/visiontspp_base/CPHL/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..29d68d6da8e21e74340ca8253fe62997b3068023 --- /dev/null +++ b/results/visiontspp_base/CPHL/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad92334b92c43fa441371d35e2c74c2ca944324c21edd58459e93627bb57838b +size 15767 diff --git a/results/visiontspp_base/CPHL/15T/short/predictions.npz b/results/visiontspp_base/CPHL/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9bb15e65bd9574fcd64c184254bc4ac018dd15cd --- /dev/null +++ b/results/visiontspp_base/CPHL/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1949b87193af6df30dbc6cdf8acc13a9f4154888432388e90b6f4db6e2b57155 +size 40735 diff --git a/results/visiontspp_base/CPHL/30T/long/config.json b/results/visiontspp_base/CPHL/30T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..49d0318ac874f60e21125d2c053535574fc8ea39 --- /dev/null +++ b/results/visiontspp_base/CPHL/30T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/30T/long", + "num_series": 2, + "num_windows": 10, + "num_variates": 1, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 48 +} \ No newline at end of file diff --git a/results/visiontspp_base/CPHL/30T/long/metrics.npz b/results/visiontspp_base/CPHL/30T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bea039d682092c966e2e42907bad3d92cea07f20 --- /dev/null +++ b/results/visiontspp_base/CPHL/30T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:220274598d3f7621b19c4035c10f753a61a868b5a6b8f672d57414fb3a6e2e1b +size 2831 diff --git a/results/visiontspp_base/CPHL/30T/long/predictions.npz b/results/visiontspp_base/CPHL/30T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0aedae5af26eabb2a774fc1bf84b3d8a8d70ab52 --- /dev/null +++ b/results/visiontspp_base/CPHL/30T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff9ffa73afd695f456563021a2e388ab997f665da49ca4b1630eb3d096d56880 +size 41062 diff --git a/results/visiontspp_base/CPHL/30T/medium/config.json b/results/visiontspp_base/CPHL/30T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2f665ecc773b22f6f38804b2c57d68bc542194f6 --- /dev/null +++ b/results/visiontspp_base/CPHL/30T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/30T/medium", + "num_series": 2, + "num_windows": 30, + "num_variates": 1, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 48 +} \ No newline at end of file diff --git a/results/visiontspp_base/CPHL/30T/medium/metrics.npz b/results/visiontspp_base/CPHL/30T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4f133edad2773607799da8aef082a26523ab074d --- /dev/null +++ b/results/visiontspp_base/CPHL/30T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d9c24b2b5cfe1bdb168ee9054a12213424068a7500dde407a1485e2b84eb471c +size 5462 diff --git a/results/visiontspp_base/CPHL/30T/medium/predictions.npz b/results/visiontspp_base/CPHL/30T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b2a821abe0ecaef8fb9d557c18d720796eaaebb6 --- /dev/null +++ b/results/visiontspp_base/CPHL/30T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0fd344096d1e0236af669056bd353634c3b1a7f662bc02d997130d24539975d +size 41239 diff --git a/results/visiontspp_base/CPHL/30T/short/config.json b/results/visiontspp_base/CPHL/30T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1d4e3ef0b7867ad913342d47197a7d7e22264afa --- /dev/null +++ b/results/visiontspp_base/CPHL/30T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/30T/short", + "num_series": 2, + "num_windows": 120, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "30T", + "seasonality": 48, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 48 +} \ No newline at end of file diff --git a/results/visiontspp_base/CPHL/30T/short/metrics.npz b/results/visiontspp_base/CPHL/30T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6e19c8a758384d804cc8469b12c7e6087a0d84f2 --- /dev/null +++ b/results/visiontspp_base/CPHL/30T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f66277e462f25ed3aa2b84a866cf7095bd141c83e15c1ee9f58d2825664e3de6 +size 15890 diff --git a/results/visiontspp_base/CPHL/30T/short/predictions.npz b/results/visiontspp_base/CPHL/30T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..31514e048f8534e53aed92408c501b7d2c3da3c9 --- /dev/null +++ b/results/visiontspp_base/CPHL/30T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d72e59117602040a2f5de2864bd29c5af0b7be6236631625bc725c4466f6e95 +size 41712 diff --git a/results/visiontspp_base/CPHL/H/long/config.json b/results/visiontspp_base/CPHL/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8b2b53261be9e37eaa5614ad8cbbae2c216eb2fb --- /dev/null +++ b/results/visiontspp_base/CPHL/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/H/long", + "num_series": 4, + "num_windows": 2, + "num_variates": 1, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/CPHL/H/long/metrics.npz b/results/visiontspp_base/CPHL/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f61e9a8d6c21b25da5f563ec85377df5409b3f8f --- /dev/null +++ b/results/visiontspp_base/CPHL/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:276f7f921d2c905ff089d3506c23fda767a81d9ef6102fc33a77f19e5ad4adda +size 2037 diff --git a/results/visiontspp_base/CPHL/H/long/predictions.npz b/results/visiontspp_base/CPHL/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9a42fae53a3698bd5801810e6892260f8f77ed49 --- /dev/null +++ b/results/visiontspp_base/CPHL/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7bc1fc2c6906322f2e4141efc7f1bb2040fb18b8452aaf1fa12290bdf5121ea9 +size 38125 diff --git a/results/visiontspp_base/CPHL/H/medium/config.json b/results/visiontspp_base/CPHL/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a06d162509dc6fa5e748e07543138fb607a4f555 --- /dev/null +++ b/results/visiontspp_base/CPHL/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/H/medium", + "num_series": 4, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/CPHL/H/medium/metrics.npz b/results/visiontspp_base/CPHL/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cb9bff602885fe08d0e618fe5e52313a679a4af4 --- /dev/null +++ b/results/visiontspp_base/CPHL/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:884a1b206d3ee95edf976f693e05e689ca123a4f7afdb57f917cca8691687517 +size 2561 diff --git a/results/visiontspp_base/CPHL/H/medium/predictions.npz b/results/visiontspp_base/CPHL/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..59c49552ef7197b572ce596dea9c7edd4b3a6fc6 --- /dev/null +++ b/results/visiontspp_base/CPHL/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e28271adf12bb9bc3016e6382a183a31c6f7658864cbfcd76f8fe69c117f20a6 +size 38725 diff --git a/results/visiontspp_base/CPHL/H/short/config.json b/results/visiontspp_base/CPHL/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..95acb67bb71e64c6ba623b707b46224814288970 --- /dev/null +++ b/results/visiontspp_base/CPHL/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "CPHL/H/short", + "num_series": 4, + "num_windows": 28, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/CPHL/H/short/metrics.npz b/results/visiontspp_base/CPHL/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..44a34c221a0998ebeb87c554053f7ca8f81aed1e --- /dev/null +++ b/results/visiontspp_base/CPHL/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56b7f06223d5771b1e4a2802290ccf9100ea61874629dc84c51b4f517bf91851 +size 8519 diff --git a/results/visiontspp_base/CPHL/H/short/predictions.npz b/results/visiontspp_base/CPHL/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0cb68def9ebd46bfeb08e4061572db53bf8907c2 --- /dev/null +++ b/results/visiontspp_base/CPHL/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2e3ef60f95909feaa97f6d2f304e8a303435c35b0e7576c8580cfd9ddc9c260 +size 39315 diff --git a/results/visiontspp_base/Coastal_T_S/15T/long/config.json b/results/visiontspp_base/Coastal_T_S/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b5348ee65b068b3e9212f1016caefd9c8716dd93 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/Coastal_T_S/15T/long/metrics.npz b/results/visiontspp_base/Coastal_T_S/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a8f1be37e1adfe27269a74e80b1cdfc1b6791efc --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac41616904a392226ff9016070fbc8af613d83526bd3af38de8e548f68ac1a07 +size 6266 diff --git a/results/visiontspp_base/Coastal_T_S/15T/long/predictions.npz b/results/visiontspp_base/Coastal_T_S/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d50cb6266c805593dc548892c4ecf16f9f5496ba --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7936402c52a54de046276df039db9e41f25761243e67b67ee2aee0de15681e5e +size 121101 diff --git a/results/visiontspp_base/Coastal_T_S/15T/medium/config.json b/results/visiontspp_base/Coastal_T_S/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ff046e755d5466e5101ac923b58d7de8e8b2f953 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/Coastal_T_S/15T/medium/metrics.npz b/results/visiontspp_base/Coastal_T_S/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f8ce943a2cf7c8a611514312ceb9bbe7fb1ecbf7 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:090b02d96d1a232e3205f9b251a73b84a66bd73c2131385af45cf46072b3a9a4 +size 14823 diff --git a/results/visiontspp_base/Coastal_T_S/15T/medium/predictions.npz b/results/visiontspp_base/Coastal_T_S/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0227c4e63eec158942964018e0e95d6215080860 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0b36857a87fca05eee0d9940d6430be08dc5d3c1430223de26bd8dd700f5622 +size 129411 diff --git a/results/visiontspp_base/Coastal_T_S/15T/short/config.json b/results/visiontspp_base/Coastal_T_S/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cee614a17372c932a38cb1a21167abf09926e67c --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/Coastal_T_S/15T/short/metrics.npz b/results/visiontspp_base/Coastal_T_S/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bcd6224029029e5aca661ec42e1a73ebc6c07ad0 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f499870a868eb60e0bb85f908cc9b872c3b57635dba23fe29366183dad4ffa3 +size 102887 diff --git a/results/visiontspp_base/Coastal_T_S/15T/short/predictions.npz b/results/visiontspp_base/Coastal_T_S/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f30ddf6edb5cac7aa8cfd9faa1e1d725ab034025 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1548adaf6ab9eb3b061bc42cb18b68f850c6ce0985709173450204b871e6f727 +size 151574 diff --git a/results/visiontspp_base/Coastal_T_S/20T/long/config.json b/results/visiontspp_base/Coastal_T_S/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1921ec8fd6e5505a20b6daedb014571c8a416104 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/20T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/20T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 72 +} \ No newline at end of file diff --git a/results/visiontspp_base/Coastal_T_S/20T/long/metrics.npz b/results/visiontspp_base/Coastal_T_S/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..76fba5fff1373d2a6eb9f571e60d6010a34b5678 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95064fa3ce50e0d0c3729066dcdaacdebff414f535d4e6f2037bea4c49f40364 +size 2483 diff --git a/results/visiontspp_base/Coastal_T_S/20T/long/predictions.npz b/results/visiontspp_base/Coastal_T_S/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b0e90c10e020872f7bdb0a16b7e14cba35699d3a --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e943fb4ee1874cb687736cb7e7d522e6888a47a593c9297b13f3a659f46df7fb +size 23461 diff --git a/results/visiontspp_base/Coastal_T_S/20T/medium/config.json b/results/visiontspp_base/Coastal_T_S/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b1901800c4f8f34bbb2f34e0415408339f4eeb08 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/20T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/20T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 72 +} \ No newline at end of file diff --git a/results/visiontspp_base/Coastal_T_S/20T/medium/metrics.npz b/results/visiontspp_base/Coastal_T_S/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6fc6f04fa411c075a4e0aa21d1e5fca5053f9fda --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0f5360fedc7b15b7357de00408ee16fc3017d060be5c681da34cfa24f56d1f8 +size 4366 diff --git a/results/visiontspp_base/Coastal_T_S/20T/medium/predictions.npz b/results/visiontspp_base/Coastal_T_S/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..766e7b647bd2027d473d4d146924207aa2730a0c --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d638a95c62217d75161771cb4c6379524405c97be55677848e1b706a965e5597 +size 23670 diff --git a/results/visiontspp_base/Coastal_T_S/20T/short/config.json b/results/visiontspp_base/Coastal_T_S/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fa164ca6cd4eae29c56cc7821f9382661f809a5a --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/20T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/20T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 72 +} \ No newline at end of file diff --git a/results/visiontspp_base/Coastal_T_S/20T/short/metrics.npz b/results/visiontspp_base/Coastal_T_S/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e8426b669f06fccadcd849dec69b74a7ea14f2bf --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ffff31f6ad8c3eed6debdccd6124c5ab0ec5cf5ed82ecb7a6368ca5d93331c5 +size 21944 diff --git a/results/visiontspp_base/Coastal_T_S/20T/short/predictions.npz b/results/visiontspp_base/Coastal_T_S/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e7d19c451be32e7b56edacf53fbb54fc68434db5 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ade08368c3bc0389efa88e0702643d92646d5579041b5e147f6f31f20370ca15 +size 26589 diff --git a/results/visiontspp_base/Coastal_T_S/5T/long/config.json b/results/visiontspp_base/Coastal_T_S/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..70118d7109bc041b795c5263e6dcc52bd014013c --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/5T/long", + "num_series": 18, + "num_windows": 5, + "num_variates": 3, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/Coastal_T_S/5T/long/metrics.npz b/results/visiontspp_base/Coastal_T_S/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c3c49ff0c84463730d0fbc827b9aafe275c111d8 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a1053a3f4087f5e8aa87aacd0c00ad9d798c77209796c7b11ccfede8bda0d75 +size 17749 diff --git a/results/visiontspp_base/Coastal_T_S/5T/long/predictions.npz b/results/visiontspp_base/Coastal_T_S/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d2d6e2d337dd6cc88f5a90840bde8afdb996011e --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f41c0dbbb8d318bdeaf47614919cd52cb6922e3514a7ed0c1f38b8ab6dce3345 +size 875728 diff --git a/results/visiontspp_base/Coastal_T_S/5T/medium/config.json b/results/visiontspp_base/Coastal_T_S/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..80252f8d8b0665005903ab3e37a317c8fe00764b --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/5T/medium", + "num_series": 18, + "num_windows": 15, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/Coastal_T_S/5T/medium/metrics.npz b/results/visiontspp_base/Coastal_T_S/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..aa46cc1900b391896c938c8012e5d282ecae7600 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6267ee7dfa2ff6585a64203137a52526bad8058cf1b399df212a3befb97a9d0d +size 48528 diff --git a/results/visiontspp_base/Coastal_T_S/5T/medium/predictions.npz b/results/visiontspp_base/Coastal_T_S/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9a4460f7238d1cfbb5aadc617339262be5c2c4ce --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3832509cc44e00831c3fbe739575f5637859d3d2eebe9a3be36818b130d19a80 +size 928065 diff --git a/results/visiontspp_base/Coastal_T_S/5T/short/config.json b/results/visiontspp_base/Coastal_T_S/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0be693c417f9f7de06307f0b66e78cb0a4183571 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/5T/short", + "num_series": 18, + "num_windows": 120, + "num_variates": 3, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/Coastal_T_S/5T/short/metrics.npz b/results/visiontspp_base/Coastal_T_S/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8eeaf0745125202d20f5b1bed4bf4f40f812c862 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78135728ce4c74d4d50530cf33107684ad14676fafbd212dcb30df42295b44ca +size 368977 diff --git a/results/visiontspp_base/Coastal_T_S/5T/short/predictions.npz b/results/visiontspp_base/Coastal_T_S/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..44e0624b1692acda942e8350a06295073c018055 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1d546fa00c4d33d01f84129d096076dc43c958f1fa8d075dfbe6b587bc1b256 +size 1061236 diff --git a/results/visiontspp_base/Coastal_T_S/H/long/config.json b/results/visiontspp_base/Coastal_T_S/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7e19931f28dc73e1f54d7ccb23f5bfca715b8034 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/H/long", + "num_series": 24, + "num_windows": 2, + "num_variates": 3, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/Coastal_T_S/H/long/metrics.npz b/results/visiontspp_base/Coastal_T_S/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..91448bc6994277a33a1df7bf77ff419b1dc69869 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87e13a464237371649bf5430415b5dff25a69ed1221a8af3bbbe61ceebd9bad1 +size 10401 diff --git a/results/visiontspp_base/Coastal_T_S/H/long/predictions.npz b/results/visiontspp_base/Coastal_T_S/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6d5a9a7611b699fbfbc77c75a1595c0a35a94190 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15239164d40548517996e22195a0f96c5d5911d8247d281aed5b9d753b830fb5 +size 343976 diff --git a/results/visiontspp_base/Coastal_T_S/H/medium/config.json b/results/visiontspp_base/Coastal_T_S/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e745604530600adb923ded273e5c1943051b8fb0 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/H/medium", + "num_series": 24, + "num_windows": 4, + "num_variates": 3, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/Coastal_T_S/H/medium/metrics.npz b/results/visiontspp_base/Coastal_T_S/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f61d2d03ba82863a0011026adfe75f36fa1e3aec --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e899c441d4d2c86d87e981576c6c0e5e05422584f3ca05ab7fddae5b60bf047 +size 18622 diff --git a/results/visiontspp_base/Coastal_T_S/H/medium/predictions.npz b/results/visiontspp_base/Coastal_T_S/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bc7d7e5f62151f718212eee2d538aa3cc2ebd1ad --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b1557d3c38d4bc7ca2a07887b51282a0fd00cc57fe73a668f6e950b90997be4 +size 361201 diff --git a/results/visiontspp_base/Coastal_T_S/H/short/config.json b/results/visiontspp_base/Coastal_T_S/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6d60e1e6bac4e4dd9bdd0733fe407ede3ae60be8 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Coastal_T_S/H/short", + "num_series": 24, + "num_windows": 28, + "num_variates": 3, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/Coastal_T_S/H/short/metrics.npz b/results/visiontspp_base/Coastal_T_S/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..452153a3334623d233813e2df3c2603d25f6d311 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fcaf73bd1a6a9ac8e0594d668b704475e882af8364b13c7a20f695f117fb8014 +size 115664 diff --git a/results/visiontspp_base/Coastal_T_S/H/short/predictions.npz b/results/visiontspp_base/Coastal_T_S/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5f3f1c0c3f030b92af9a6e1486c19cf6b7c51ab4 --- /dev/null +++ b/results/visiontspp_base/Coastal_T_S/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b2396753f65b4137faa1aeeddad6214490e805b2eb37ff72bac4f00ed536c730 +size 392771 diff --git a/results/visiontspp_base/Commodity_Import/M/short/config.json b/results/visiontspp_base/Commodity_Import/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5836edda19f90fac9f6ee1f5fdec38814d01d1d7 --- /dev/null +++ b/results/visiontspp_base/Commodity_Import/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Commodity_Import/M/short", + "num_series": 8, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 12 +} \ No newline at end of file diff --git a/results/visiontspp_base/Commodity_Import/M/short/metrics.npz b/results/visiontspp_base/Commodity_Import/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4a1511bcc8c872d189898c9110bc93fed941a806 --- /dev/null +++ b/results/visiontspp_base/Commodity_Import/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0728dab4dcfe08f24c53c97f909ffa41d2d1067c58d2f7eef8007871bad1f0db +size 4086 diff --git a/results/visiontspp_base/Commodity_Import/M/short/predictions.npz b/results/visiontspp_base/Commodity_Import/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3c15291c26ef2d09d924d604c1c1dcace0066539 --- /dev/null +++ b/results/visiontspp_base/Commodity_Import/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2c6b007dbe848dc7abb194cd283e864c9ff1c662c93f6de42ff61426f9020a7 +size 7920 diff --git a/results/visiontspp_base/Commodity_Production/M/short/config.json b/results/visiontspp_base/Commodity_Production/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..054fc5eea9b09f8d063c118b2228bff729eacbaf --- /dev/null +++ b/results/visiontspp_base/Commodity_Production/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Commodity_Production/M/short", + "num_series": 32, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 12 +} \ No newline at end of file diff --git a/results/visiontspp_base/Commodity_Production/M/short/metrics.npz b/results/visiontspp_base/Commodity_Production/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c8faf14874c3d0ea2e7db0c1d4e5af8be2db6f9f --- /dev/null +++ b/results/visiontspp_base/Commodity_Production/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e9317cb4b6dc501c4d1464488410f96bf27c5c9f779cfd90d7a5731b27fe4c90 +size 11172 diff --git a/results/visiontspp_base/Commodity_Production/M/short/predictions.npz b/results/visiontspp_base/Commodity_Production/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..be4ed20a7d99f2578399590f4d553f245981b6dc --- /dev/null +++ b/results/visiontspp_base/Commodity_Production/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39f7f02e3a1b8736bb8f0df4ce80ee9c6abbb82175b9e6ca83e7230e3a7d64a6 +size 29788 diff --git a/results/visiontspp_base/Crypto/D/short/config.json b/results/visiontspp_base/Crypto/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c3f196e890874a77ab29a669cb465549364d951a --- /dev/null +++ b/results/visiontspp_base/Crypto/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Crypto/D/short", + "num_series": 1, + "num_windows": 9, + "num_variates": 4, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "visiontspp-base", + "periodicity": 7 +} \ No newline at end of file diff --git a/results/visiontspp_base/Crypto/D/short/metrics.npz b/results/visiontspp_base/Crypto/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..381b9d22b2b4855e0c198f872249a4ff04ac1087 --- /dev/null +++ b/results/visiontspp_base/Crypto/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef6f8f68617078211576485a8769499c4f3be0b41d364919176a9f232dd887d8 +size 3847 diff --git a/results/visiontspp_base/Crypto/D/short/predictions.npz b/results/visiontspp_base/Crypto/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2382fa6a8a594e362ee9e5710215466641125fc3 --- /dev/null +++ b/results/visiontspp_base/Crypto/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa66b381a15b045cfb4f92f319c5775b9cf135a586a53a44b0d3052d8fc84ff1 +size 16865 diff --git a/results/visiontspp_base/ECDC_COVID/D/short/config.json b/results/visiontspp_base/ECDC_COVID/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5379d9cf30b69be0ceb9010f094773f7852ae0e2 --- /dev/null +++ b/results/visiontspp_base/ECDC_COVID/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "ECDC_COVID/D/short", + "num_series": 9, + "num_windows": 5, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 7 +} \ No newline at end of file diff --git a/results/visiontspp_base/ECDC_COVID/D/short/metrics.npz b/results/visiontspp_base/ECDC_COVID/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2290da98eb56456306ccb5ece5a4e2f3e4327cff --- /dev/null +++ b/results/visiontspp_base/ECDC_COVID/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:03c31d3c8827947b1638be29895de469ce1fa3764d5d7671b5cc953646759cc5 +size 4437 diff --git a/results/visiontspp_base/ECDC_COVID/D/short/predictions.npz b/results/visiontspp_base/ECDC_COVID/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..040e84eb95f81c923b1ffb47f7b8c29c30a6d154 --- /dev/null +++ b/results/visiontspp_base/ECDC_COVID/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fef258b3bc4932cbb5c381a1527a60d9ff21aea179bf8b064a2e9c5998ee974c +size 21737 diff --git a/results/visiontspp_base/ECDC_COVID/W/short/config.json b/results/visiontspp_base/ECDC_COVID/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..067be31713ae0a46291e4ea82f03809ccbb6e827 --- /dev/null +++ b/results/visiontspp_base/ECDC_COVID/W/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "ECDC_COVID/W/short", + "num_series": 16, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 52 +} \ No newline at end of file diff --git a/results/visiontspp_base/ECDC_COVID/W/short/metrics.npz b/results/visiontspp_base/ECDC_COVID/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f5531ef1089fa6f366e2e7c043e6e342ae5d1b26 --- /dev/null +++ b/results/visiontspp_base/ECDC_COVID/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e24a0a6a91be503e03196c676134ef69afc2ef574e0ef16ceb3dfe547dfa53b4 +size 5685 diff --git a/results/visiontspp_base/ECDC_COVID/W/short/predictions.npz b/results/visiontspp_base/ECDC_COVID/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e9f7b3f8d883115eac3cffc2acf80cf33c8d5624 --- /dev/null +++ b/results/visiontspp_base/ECDC_COVID/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8329ab205557e29c311fd02328ca3cf56366861b26cd553fba1a95f761a93c80 +size 14406 diff --git a/results/visiontspp_base/EWELD_Load/15T/long/config.json b/results/visiontspp_base/EWELD_Load/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3c7803c7b0be6b6031590fb766c6a0bb2f06c159 --- /dev/null +++ b/results/visiontspp_base/EWELD_Load/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "EWELD_Load/15T/long", + "num_series": 1, + "num_windows": 2, + "num_variates": 10, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/EWELD_Load/15T/long/metrics.npz b/results/visiontspp_base/EWELD_Load/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1ab45a955a15f4d53a329ee82d7689b5086e4730 --- /dev/null +++ b/results/visiontspp_base/EWELD_Load/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27a0d42667f2c68d974d577b2ec8ca512a7dddb35e852c2ac8efd1cdb5256242 +size 2849 diff --git a/results/visiontspp_base/EWELD_Load/15T/long/predictions.npz b/results/visiontspp_base/EWELD_Load/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3b2a40104d317bd938d46eb4f51cb2ea88daf774 --- /dev/null +++ b/results/visiontspp_base/EWELD_Load/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:081b2340382e4c2901cde27b7ab760abc588825487dc2517f272e4db5e79bb04 +size 202969 diff --git a/results/visiontspp_base/EWELD_Load/15T/medium/config.json b/results/visiontspp_base/EWELD_Load/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..52d7405037c489714ac94f11d755f5429ab8d908 --- /dev/null +++ b/results/visiontspp_base/EWELD_Load/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "EWELD_Load/15T/medium", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/EWELD_Load/15T/medium/metrics.npz b/results/visiontspp_base/EWELD_Load/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4a8f773d1c7fcd877460dc6d91df2991afa5f4e2 --- /dev/null +++ b/results/visiontspp_base/EWELD_Load/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:824af00e9f313e2df4a5b2f61754735e9a99b4c49e83298a020909ba9794a648 +size 10200 diff --git a/results/visiontspp_base/EWELD_Load/15T/medium/predictions.npz b/results/visiontspp_base/EWELD_Load/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..83b1d1545028b4b0a452f140cfb9a07f405f73b2 --- /dev/null +++ b/results/visiontspp_base/EWELD_Load/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da093c988c3b17760e8b46f2797e68d98d9d967237785ac6d70cca9f78979ebf +size 208840 diff --git a/results/visiontspp_base/EWELD_Load/15T/short/config.json b/results/visiontspp_base/EWELD_Load/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..89b3ac73882be718659388f5319998289fd3abe1 --- /dev/null +++ b/results/visiontspp_base/EWELD_Load/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "EWELD_Load/15T/short", + "num_series": 1, + "num_windows": 56, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/EWELD_Load/15T/short/metrics.npz b/results/visiontspp_base/EWELD_Load/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..58be42d390d0c05948f92a092eac87bcff365c5c --- /dev/null +++ b/results/visiontspp_base/EWELD_Load/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49d1a9798c5ac9e65217c0b66441b9e992fa4ceb6840df0e9c10954ffe8b08d1 +size 34548 diff --git a/results/visiontspp_base/EWELD_Load/15T/short/predictions.npz b/results/visiontspp_base/EWELD_Load/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0a7b9397bc23645d77da2e851aec8467083277a6 --- /dev/null +++ b/results/visiontspp_base/EWELD_Load/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c134017f89d2017a76d52be4fcc73070fadce9f5ad4a6454bae6897b06ec521 +size 211430 diff --git a/results/visiontspp_base/Finland_Traffic/15T/long/config.json b/results/visiontspp_base/Finland_Traffic/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a45a49a0e34af61e7d0a8469b60b6ae73d08531a --- /dev/null +++ b/results/visiontspp_base/Finland_Traffic/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Finland_Traffic/15T/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/Finland_Traffic/15T/long/metrics.npz b/results/visiontspp_base/Finland_Traffic/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fc93bc678ac439abc27c56cab03d77a466b956ba --- /dev/null +++ b/results/visiontspp_base/Finland_Traffic/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c647674dbfa2997e07630ad1cd6bfa1cc2279fe70345df77540756fa24f9eb15 +size 1766 diff --git a/results/visiontspp_base/Finland_Traffic/15T/long/predictions.npz b/results/visiontspp_base/Finland_Traffic/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5d1932db3deaad343b627b96f45727f5fbe16f84 --- /dev/null +++ b/results/visiontspp_base/Finland_Traffic/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b1837bfda01c4d0838c80379e11144f03e9c76fd7aa3fd3318f1342a004152b +size 41788 diff --git a/results/visiontspp_base/Finland_Traffic/15T/medium/config.json b/results/visiontspp_base/Finland_Traffic/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..903924a4624a65eddb9f04c45eaf402e43a4536e --- /dev/null +++ b/results/visiontspp_base/Finland_Traffic/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Finland_Traffic/15T/medium", + "num_series": 1, + "num_windows": 31, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/Finland_Traffic/15T/medium/metrics.npz b/results/visiontspp_base/Finland_Traffic/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9374e53580f7d9bd1ca1d10e9f794da98514cbb6 --- /dev/null +++ b/results/visiontspp_base/Finland_Traffic/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cbe874945672231b5b7828a45b5a792c837d65644e70fa7e51f8edd1779060c4 +size 3510 diff --git a/results/visiontspp_base/Finland_Traffic/15T/medium/predictions.npz b/results/visiontspp_base/Finland_Traffic/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e5b601c97d7ca1919c39fe97535d761bf3920459 --- /dev/null +++ b/results/visiontspp_base/Finland_Traffic/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff4a2c78ad3cf6b2ba0cfec8ab414a8a25c531f8d0fb91bc497a13315fa838d1 +size 46397 diff --git a/results/visiontspp_base/Finland_Traffic/15T/short/config.json b/results/visiontspp_base/Finland_Traffic/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5a5c5b144416ec34cc0cbc70df105dae149963e1 --- /dev/null +++ b/results/visiontspp_base/Finland_Traffic/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Finland_Traffic/15T/short", + "num_series": 1, + "num_windows": 186, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/Finland_Traffic/15T/short/metrics.npz b/results/visiontspp_base/Finland_Traffic/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d76be77b00b4727d17b1988822c8ddddb5384835 --- /dev/null +++ b/results/visiontspp_base/Finland_Traffic/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18591e70ff65c6d493363c400eeb09aac7b4443c2054fed0b36fbf227259d597 +size 12636 diff --git a/results/visiontspp_base/Finland_Traffic/15T/short/predictions.npz b/results/visiontspp_base/Finland_Traffic/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bb0c3dcf3aaf7d5fac39bc5de5c108cb49a051fe --- /dev/null +++ b/results/visiontspp_base/Finland_Traffic/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4074457b3eed3527bcd53c3861a26dc0d6493c4faa3877bf475fb6f51d4bb5d +size 46351 diff --git a/results/visiontspp_base/Global_Influenza/W/short/config.json b/results/visiontspp_base/Global_Influenza/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..87baa0174adb2e4d966baf2cb318a2f69b89ecaa --- /dev/null +++ b/results/visiontspp_base/Global_Influenza/W/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Global_Influenza/W/short", + "num_series": 15, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/Global_Influenza/W/short/metrics.npz b/results/visiontspp_base/Global_Influenza/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0358e5df61a466a22623061643fb1f1e9df4cb99 --- /dev/null +++ b/results/visiontspp_base/Global_Influenza/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b9140d3b6105921f6db89776bfb16f656c6ddd04524c6b7cf08d95033d4dd01 +size 15844 diff --git a/results/visiontspp_base/Global_Influenza/W/short/predictions.npz b/results/visiontspp_base/Global_Influenza/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3662fff164530053e2ad1d2497f77127700b4c50 --- /dev/null +++ b/results/visiontspp_base/Global_Influenza/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f9d7b011ff1bc62f74a56366a5e0086f1055afde2c7142f536ad3ed1357866d +size 51265 diff --git a/results/visiontspp_base/Global_Price/Q/short/config.json b/results/visiontspp_base/Global_Price/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a3dd95238ddaaf55c7f3a319ee2f3e5f82f7fb9d --- /dev/null +++ b/results/visiontspp_base/Global_Price/Q/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Global_Price/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 60, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 4 +} \ No newline at end of file diff --git a/results/visiontspp_base/Global_Price/Q/short/metrics.npz b/results/visiontspp_base/Global_Price/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..45ee0d24f148dd4ebfa815cbf7e86fc16055e70d --- /dev/null +++ b/results/visiontspp_base/Global_Price/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6e66423a55dda0de48d3f7f26b921cc99047fa071383b622fdd4a381ce562c21 +size 19137 diff --git a/results/visiontspp_base/Global_Price/Q/short/predictions.npz b/results/visiontspp_base/Global_Price/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..467c4a04e124bfb9fc1c04dc5d06d09cfdde50a9 --- /dev/null +++ b/results/visiontspp_base/Global_Price/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:62bceb101d0e1781e9fe0e6828059a0e7427c28665f28c8b8de01264583ec8b3 +size 20172 diff --git a/results/visiontspp_base/Housing_Inventory/M/short/config.json b/results/visiontspp_base/Housing_Inventory/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..81f7fed5fba7dec16ccfe50b2eaeb37c986e3875 --- /dev/null +++ b/results/visiontspp_base/Housing_Inventory/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Housing_Inventory/M/short", + "num_series": 1, + "num_windows": 3, + "num_variates": 4, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "visiontspp-base", + "periodicity": 12 +} \ No newline at end of file diff --git a/results/visiontspp_base/Housing_Inventory/M/short/metrics.npz b/results/visiontspp_base/Housing_Inventory/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..86e1b60295715fcb1c84111681dc94d2e3f8cc19 --- /dev/null +++ b/results/visiontspp_base/Housing_Inventory/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b0a67433e755d5bcbc1fd2942ee3a5e9f2011720fe44b0167c9d4015fc1d22a +size 2273 diff --git a/results/visiontspp_base/Housing_Inventory/M/short/predictions.npz b/results/visiontspp_base/Housing_Inventory/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d03e507a1f3b5670a9e6f152ac155192f9ffba8e --- /dev/null +++ b/results/visiontspp_base/Housing_Inventory/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d74c3c7d15da5899ccc2f3c055ca1f68d9fc315bfe0275136924462d75cfc65 +size 2621 diff --git a/results/visiontspp_base/JOLTS/M/short/config.json b/results/visiontspp_base/JOLTS/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..71a2cde59129cc47dee7669c68dfd687c0c6dba9 --- /dev/null +++ b/results/visiontspp_base/JOLTS/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "JOLTS/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 12 +} \ No newline at end of file diff --git a/results/visiontspp_base/JOLTS/M/short/metrics.npz b/results/visiontspp_base/JOLTS/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..76ad95bb39e7c310dc1d0db8ebdd748976fd9344 --- /dev/null +++ b/results/visiontspp_base/JOLTS/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:446349b91251be9fbb911c7a24ab59b48428f1741f4d9cd296066f61b0c07303 +size 3427 diff --git a/results/visiontspp_base/JOLTS/M/short/predictions.npz b/results/visiontspp_base/JOLTS/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..aa0e4d5f5c73ff48ce89ec0257208a0672b49d2e --- /dev/null +++ b/results/visiontspp_base/JOLTS/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15dd0eba5a9048973f4fd8e79c9ae353a9d11aca6d6ede7546cbf0c38ba48dd1 +size 5986 diff --git a/results/visiontspp_base/Job_Claims/W/short/config.json b/results/visiontspp_base/Job_Claims/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b43fc4a3927086df6326d1450df6980b7772eadb --- /dev/null +++ b/results/visiontspp_base/Job_Claims/W/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Job_Claims/W/short", + "num_series": 1, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "visiontspp-base", + "periodicity": 52 +} \ No newline at end of file diff --git a/results/visiontspp_base/Job_Claims/W/short/metrics.npz b/results/visiontspp_base/Job_Claims/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..10741eedcfaf340cff79a7aa528e463c63477b8e --- /dev/null +++ b/results/visiontspp_base/Job_Claims/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:805eaa1c8b7b23596528ae181a916c60a712b31951128f6e1aa40479b901037d +size 2028 diff --git a/results/visiontspp_base/Job_Claims/W/short/predictions.npz b/results/visiontspp_base/Job_Claims/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..06eadcb3d46dba047f3a791fc9512bafbce604ba --- /dev/null +++ b/results/visiontspp_base/Job_Claims/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41c086f18f7734fd3367e1d77a6be4b94e8b54de91eaffb6889933640a14d247 +size 1687 diff --git a/results/visiontspp_base/MetroPT-3/5T/long/config.json b/results/visiontspp_base/MetroPT-3/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4b3dfde769a0fbd52d1456768e13f6de88ebebb4 --- /dev/null +++ b/results/visiontspp_base/MetroPT-3/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "MetroPT-3/5T/long", + "num_series": 1, + "num_windows": 3, + "num_variates": 6, + "prediction_length": 576, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/MetroPT-3/5T/long/metrics.npz b/results/visiontspp_base/MetroPT-3/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d393bd558f17d977236abaa05ffbdca49761df66 --- /dev/null +++ b/results/visiontspp_base/MetroPT-3/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e13d3bb61dba15339ff6af95a21844b03c5b1e44e9c9db712f8e19bf7f38527c +size 2711 diff --git a/results/visiontspp_base/MetroPT-3/5T/long/predictions.npz b/results/visiontspp_base/MetroPT-3/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..14ca812dc310b7c0f48cca01e58e907519032c50 --- /dev/null +++ b/results/visiontspp_base/MetroPT-3/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5861f050e863187ec176ac43543f67d77a69ce0a46aeba28a7f78d7a84f925a3 +size 109007 diff --git a/results/visiontspp_base/MetroPT-3/5T/medium/config.json b/results/visiontspp_base/MetroPT-3/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b8f8d12e1a17cdb9fc2830b4760eba15815d838f --- /dev/null +++ b/results/visiontspp_base/MetroPT-3/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "MetroPT-3/5T/medium", + "num_series": 1, + "num_windows": 6, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/MetroPT-3/5T/medium/metrics.npz b/results/visiontspp_base/MetroPT-3/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d44d9e0100217b8745de45c4c5417015155cd61b --- /dev/null +++ b/results/visiontspp_base/MetroPT-3/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69a45c21927f6676e76615d909fb09f055f2f349ffd81c3192b2eeffb959c2ee +size 3900 diff --git a/results/visiontspp_base/MetroPT-3/5T/medium/predictions.npz b/results/visiontspp_base/MetroPT-3/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..10977b84292e52c02fae14fbbbc735dbb081da11 --- /dev/null +++ b/results/visiontspp_base/MetroPT-3/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6539474206f7df53f8c2488538bf9cc54db25c383f2e48492ba39fe1407ff837 +size 110018 diff --git a/results/visiontspp_base/MetroPT-3/5T/short/config.json b/results/visiontspp_base/MetroPT-3/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f9f0255898d02959f46a3ba90231208c72c4f428 --- /dev/null +++ b/results/visiontspp_base/MetroPT-3/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "MetroPT-3/5T/short", + "num_series": 1, + "num_windows": 36, + "num_variates": 6, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/MetroPT-3/5T/short/metrics.npz b/results/visiontspp_base/MetroPT-3/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2344d9d3ea006228743380ae3e414f9826a1d22d --- /dev/null +++ b/results/visiontspp_base/MetroPT-3/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4ca2237dacbc80371bd7a7fa85af018412938b19c4861f12b2ea96773a613d4 +size 14394 diff --git a/results/visiontspp_base/MetroPT-3/5T/short/predictions.npz b/results/visiontspp_base/MetroPT-3/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5b9d8d24a6f12da4aa02fec2547c3e45c371b08c --- /dev/null +++ b/results/visiontspp_base/MetroPT-3/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0713c457ae1a4402f9771a6e329d449aa005c1d0a010622114a8511b140b59eb +size 116319 diff --git a/results/visiontspp_base/NE_China_Wind/H/long/config.json b/results/visiontspp_base/NE_China_Wind/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3956aa7df3f741d4ee04ddc8734a7ce6cc5b7f69 --- /dev/null +++ b/results/visiontspp_base/NE_China_Wind/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "NE_China_Wind/H/long", + "num_series": 1, + "num_windows": 4, + "num_variates": 4, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/NE_China_Wind/H/long/metrics.npz b/results/visiontspp_base/NE_China_Wind/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f55bed4e82c8f3fe45fa21eb6137ad103e0f227b --- /dev/null +++ b/results/visiontspp_base/NE_China_Wind/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f08510fd91bae94b6fb8c6db5c45200f2ad0d2400df5b1ea694984d006d831ac +size 2562 diff --git a/results/visiontspp_base/NE_China_Wind/H/long/predictions.npz b/results/visiontspp_base/NE_China_Wind/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..aa4ed35fb92eb135d9e12a7f46fc5a6660e9260b --- /dev/null +++ b/results/visiontspp_base/NE_China_Wind/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bccb814b4fcf436a1b5984784269e43ebfab0aba923c94ba676c3c61b5d2bb70 +size 42601 diff --git a/results/visiontspp_base/NE_China_Wind/H/medium/config.json b/results/visiontspp_base/NE_China_Wind/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2a83bb70fa9b5fd926e8186296387da7578985a3 --- /dev/null +++ b/results/visiontspp_base/NE_China_Wind/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "NE_China_Wind/H/medium", + "num_series": 1, + "num_windows": 10, + "num_variates": 4, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/NE_China_Wind/H/medium/metrics.npz b/results/visiontspp_base/NE_China_Wind/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ac8cd40638a5ab613324f87353811da2c460ab66 --- /dev/null +++ b/results/visiontspp_base/NE_China_Wind/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0198573dd048a75f6bc629f00cab0170bc0b654c8bda9a1edd39742a01d11640 +size 4158 diff --git a/results/visiontspp_base/NE_China_Wind/H/medium/predictions.npz b/results/visiontspp_base/NE_China_Wind/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..329c8ecc44a077deb90cb6c17ada4878ac987b9e --- /dev/null +++ b/results/visiontspp_base/NE_China_Wind/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db3e500ec2649cd9c12a9e5cff1563f77c5cf34ef3c7ecc44e0b11eade1dd943 +size 46391 diff --git a/results/visiontspp_base/NE_China_Wind/H/short/config.json b/results/visiontspp_base/NE_China_Wind/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5112ae39db0cfbd344aa4bfb7be0ef7f3a61889d --- /dev/null +++ b/results/visiontspp_base/NE_China_Wind/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "NE_China_Wind/H/short", + "num_series": 1, + "num_windows": 30, + "num_variates": 4, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/NE_China_Wind/H/short/metrics.npz b/results/visiontspp_base/NE_China_Wind/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..61f523e019726c065520ae1fe243dd6cb3983812 --- /dev/null +++ b/results/visiontspp_base/NE_China_Wind/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6bca5b0da26c924c406975764f17c390107d3f81389e85f984135f06fccadc4f +size 8990 diff --git a/results/visiontspp_base/NE_China_Wind/H/short/predictions.npz b/results/visiontspp_base/NE_China_Wind/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f3c5d3fa4b9dd3faa581ca90b433a6294c6a8c02 --- /dev/null +++ b/results/visiontspp_base/NE_China_Wind/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69898f78c5ed47438b6855b632faadf00c26e64f8897689223caa18f23910a71 +size 46669 diff --git a/results/visiontspp_base/Oil_Price/B/short/config.json b/results/visiontspp_base/Oil_Price/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2083991399730b430bacdd9262cbcb1bd899aacf --- /dev/null +++ b/results/visiontspp_base/Oil_Price/B/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Oil_Price/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 12, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 5 +} \ No newline at end of file diff --git a/results/visiontspp_base/Oil_Price/B/short/metrics.npz b/results/visiontspp_base/Oil_Price/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c84cc6772ec432523079d3c951ce8a140358438f --- /dev/null +++ b/results/visiontspp_base/Oil_Price/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47176aed19f4907dc9c0dfc5fb5e5d8e72bbf23a9ecbecd97a0e525c668bc90d +size 26377 diff --git a/results/visiontspp_base/Oil_Price/B/short/predictions.npz b/results/visiontspp_base/Oil_Price/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..52aa2e1afa11d150077a1157d50e6ef9e0029e70 --- /dev/null +++ b/results/visiontspp_base/Oil_Price/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a639cfad42738fd4c16b1841f0951aed0e8cf604c1bcd53854d3a2f9ccbc1327 +size 116047 diff --git a/results/visiontspp_base/Online_Retail_2_UCI/D/short/config.json b/results/visiontspp_base/Online_Retail_2_UCI/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5d6bf76c4d97e6325cdf648581e12b131a165b40 --- /dev/null +++ b/results/visiontspp_base/Online_Retail_2_UCI/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Online_Retail_2_UCI/D/short", + "num_series": 1, + "num_windows": 6, + "num_variates": 1, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "visiontspp-base", + "periodicity": 7 +} \ No newline at end of file diff --git a/results/visiontspp_base/Online_Retail_2_UCI/D/short/metrics.npz b/results/visiontspp_base/Online_Retail_2_UCI/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7ca16c0345f853bade3d6aa7ec6078e0bfc029e3 --- /dev/null +++ b/results/visiontspp_base/Online_Retail_2_UCI/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27f2c58a677fc9459fc3ae83aa6b59b2c83c333188b61858ffb9f881f5d8d623 +size 1902 diff --git a/results/visiontspp_base/Online_Retail_2_UCI/D/short/predictions.npz b/results/visiontspp_base/Online_Retail_2_UCI/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b1c0532d6d8d6f0ac1d9fcc23e6e57df2caf8eae --- /dev/null +++ b/results/visiontspp_base/Online_Retail_2_UCI/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90c65c9bdaf275b46c63c0be3a23ecb91e32fde0935fa232a393c8513e2f13b5 +size 3367 diff --git a/results/visiontspp_base/OpenElectricity_NEM/5T/long/config.json b/results/visiontspp_base/OpenElectricity_NEM/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..21f79b2e9cfbd4ca9f4969382599d343117c2688 --- /dev/null +++ b/results/visiontspp_base/OpenElectricity_NEM/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/long", + "num_series": 1, + "num_windows": 14, + "num_variates": 10, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/OpenElectricity_NEM/5T/long/metrics.npz b/results/visiontspp_base/OpenElectricity_NEM/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cd3c48d006cc9008cb892f4575309944a748e4c2 --- /dev/null +++ b/results/visiontspp_base/OpenElectricity_NEM/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cde366f46ccd7f58d93ffb691c0c5f157cd7396064f85717b19b9421cb8c68c1 +size 10241 diff --git a/results/visiontspp_base/OpenElectricity_NEM/5T/long/predictions.npz b/results/visiontspp_base/OpenElectricity_NEM/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3b51359fb1bb85c705f882e86b85f97b77fc64f0 --- /dev/null +++ b/results/visiontspp_base/OpenElectricity_NEM/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:094684bf307cbe6c05c933c6d7d73502fd410c3917f4d9daee2eb92a526120ce +size 555902 diff --git a/results/visiontspp_base/OpenElectricity_NEM/5T/medium/config.json b/results/visiontspp_base/OpenElectricity_NEM/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7eb049146bf752366a96d36c643018e9f22f7e7d --- /dev/null +++ b/results/visiontspp_base/OpenElectricity_NEM/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/medium", + "num_series": 1, + "num_windows": 42, + "num_variates": 10, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/OpenElectricity_NEM/5T/medium/metrics.npz b/results/visiontspp_base/OpenElectricity_NEM/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f598664003cfa8f10f63920baf858781d862a485 --- /dev/null +++ b/results/visiontspp_base/OpenElectricity_NEM/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3430483e1a336367b553df439e7c721c62d9c6ea8a69c2795badf86645713d8 +size 26361 diff --git a/results/visiontspp_base/OpenElectricity_NEM/5T/medium/predictions.npz b/results/visiontspp_base/OpenElectricity_NEM/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8796454149acc8aacab057563296111be367e028 --- /dev/null +++ b/results/visiontspp_base/OpenElectricity_NEM/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d4abbb907a276acd05cff54ed29890535255dacfcf13ac48266e6e5c8915529 +size 545995 diff --git a/results/visiontspp_base/OpenElectricity_NEM/5T/short/config.json b/results/visiontspp_base/OpenElectricity_NEM/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b3aaa89bb07893feeef5010c34f326f9aa045393 --- /dev/null +++ b/results/visiontspp_base/OpenElectricity_NEM/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "OpenElectricity_NEM/5T/short", + "num_series": 1, + "num_windows": 168, + "num_variates": 10, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/OpenElectricity_NEM/5T/short/metrics.npz b/results/visiontspp_base/OpenElectricity_NEM/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9e501a5635e28b7331c79473cf09600c15c11f8f --- /dev/null +++ b/results/visiontspp_base/OpenElectricity_NEM/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48abd5d32e06ed849dc1b1c9fa8b4452155c45367909beb86f7dae09d6ae961f +size 98778 diff --git a/results/visiontspp_base/OpenElectricity_NEM/5T/short/predictions.npz b/results/visiontspp_base/OpenElectricity_NEM/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..434dda06709b331fd609dc6a4fc81cea57f1890d --- /dev/null +++ b/results/visiontspp_base/OpenElectricity_NEM/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0960b8812afd27e6cddaab157e169ea74c8fbbfca24c079a4fc23ab842a5e4d2 +size 463625 diff --git a/results/visiontspp_base/Port_Activity/D/short/config.json b/results/visiontspp_base/Port_Activity/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9bebf42d708d1bebbab2a9261a8955f05a73b0ab --- /dev/null +++ b/results/visiontspp_base/Port_Activity/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Port_Activity/D/short", + "num_series": 99, + "num_windows": 12, + "num_variates": 2, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "visiontspp-base", + "periodicity": 7 +} \ No newline at end of file diff --git a/results/visiontspp_base/Port_Activity/D/short/metrics.npz b/results/visiontspp_base/Port_Activity/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..60a8bf5818567ded025205392e1fcb221569de8f --- /dev/null +++ b/results/visiontspp_base/Port_Activity/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb093add6fabef6995f968d52b2aace380575eb7ee5ccd199850f259f670f178 +size 141265 diff --git a/results/visiontspp_base/Port_Activity/D/short/predictions.npz b/results/visiontspp_base/Port_Activity/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..260f5f8ca11bb99b84f2ac3d915502ba55a9c70f --- /dev/null +++ b/results/visiontspp_base/Port_Activity/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cbc4c7f9d0d1dce914296e2b7f8ec3944395d888051b7adffd4eb76bea170cfa +size 1134870 diff --git a/results/visiontspp_base/Port_Activity/W/short/config.json b/results/visiontspp_base/Port_Activity/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dabef1db4c53b5fef99dcd277f114675e400ab18 --- /dev/null +++ b/results/visiontspp_base/Port_Activity/W/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Port_Activity/W/short", + "num_series": 99, + "num_windows": 4, + "num_variates": 2, + "prediction_length": 13, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "W", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 100.0, + "model": "visiontspp-base", + "periodicity": 52 +} \ No newline at end of file diff --git a/results/visiontspp_base/Port_Activity/W/short/metrics.npz b/results/visiontspp_base/Port_Activity/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f7c35be2dcbad1874eb51b38d65cc6e64cc8606c --- /dev/null +++ b/results/visiontspp_base/Port_Activity/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b40f62bb6a4eb40dc61aa68f0295d7f8f566dc0a25bfbe6b19279fcb891e9710 +size 47806 diff --git a/results/visiontspp_base/Port_Activity/W/short/predictions.npz b/results/visiontspp_base/Port_Activity/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cba5e3010bd99f0a9709b8c117f7095c3d993d0d --- /dev/null +++ b/results/visiontspp_base/Port_Activity/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:320ef5192ed691bb9bb1e44e90a51bb48b70de5a75e35861b475c43cb3e8c89d +size 155511 diff --git a/results/visiontspp_base/SG_Carpark/15T/long/config.json b/results/visiontspp_base/SG_Carpark/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..225d8e271cb8e729ba4e535c91b8d3627ff9e53e --- /dev/null +++ b/results/visiontspp_base/SG_Carpark/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Carpark/15T/long", + "num_series": 354, + "num_windows": 1, + "num_variates": 1, + "prediction_length": 672, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/SG_Carpark/15T/long/metrics.npz b/results/visiontspp_base/SG_Carpark/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..66cbce86a2afd223e3a9990bee2b68fc3097ba83 --- /dev/null +++ b/results/visiontspp_base/SG_Carpark/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a119d1bac5f91bbea77281b6ee57377288d4b68149eecd105516673ca56a695b +size 22712 diff --git a/results/visiontspp_base/SG_Carpark/15T/long/predictions.npz b/results/visiontspp_base/SG_Carpark/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..566b8ea8a60778b442e89946ee5b74b734db7bc4 --- /dev/null +++ b/results/visiontspp_base/SG_Carpark/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9031890e7b9b3d1d830a880784b50e63e9dd7b4a8ba15d1a2cdce5ea3fed5f4 +size 2894892 diff --git a/results/visiontspp_base/SG_Carpark/15T/medium/config.json b/results/visiontspp_base/SG_Carpark/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..80a8ebd4ca746f9b99bee7b2d68a8a948c3bfc8b --- /dev/null +++ b/results/visiontspp_base/SG_Carpark/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Carpark/15T/medium", + "num_series": 354, + "num_windows": 7, + "num_variates": 1, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/SG_Carpark/15T/medium/metrics.npz b/results/visiontspp_base/SG_Carpark/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..76805d556cc1439fdbf2b7f16b3cda7ad533370d --- /dev/null +++ b/results/visiontspp_base/SG_Carpark/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4b569ab727ec1e86e327d1283e7fc7e6d83701058868bfbb6ab99ed66e2e3f8 +size 145219 diff --git a/results/visiontspp_base/SG_Carpark/15T/medium/predictions.npz b/results/visiontspp_base/SG_Carpark/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..123c093b7070de17bbf8335073ebcad6746b7c34 --- /dev/null +++ b/results/visiontspp_base/SG_Carpark/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:852661b6ac6fbebf0ec2d29facd3aa5c5893c46ec6975233a17c99845ba3a42b +size 2925348 diff --git a/results/visiontspp_base/SG_Carpark/15T/short/config.json b/results/visiontspp_base/SG_Carpark/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..97b907aaa2fdaa1fcb8abd3cbe8cffd8006e0670 --- /dev/null +++ b/results/visiontspp_base/SG_Carpark/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Carpark/15T/short", + "num_series": 354, + "num_windows": 42, + "num_variates": 1, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/SG_Carpark/15T/short/metrics.npz b/results/visiontspp_base/SG_Carpark/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..94e4b6c49924b7a1160d4b2ea410e13a73b5c89a --- /dev/null +++ b/results/visiontspp_base/SG_Carpark/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f2086539ea74ac6bbdc9d06a1be137b9840e64f357c5f5b9d9abc7fccd8ad0e +size 841894 diff --git a/results/visiontspp_base/SG_Carpark/15T/short/predictions.npz b/results/visiontspp_base/SG_Carpark/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1fdb6d2eefe88dc1885b8e7cb1241b08afa468ab --- /dev/null +++ b/results/visiontspp_base/SG_Carpark/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:606e8e8553442329ef2d19405845a6e5cd85eff051308848debff762b3504f49 +size 2947023 diff --git a/results/visiontspp_base/SG_PM25/H/long/config.json b/results/visiontspp_base/SG_PM25/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5204090c8d67e917cd645c8fa60e2ed01467d1b1 --- /dev/null +++ b/results/visiontspp_base/SG_PM25/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_PM25/H/long", + "num_series": 1, + "num_windows": 13, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/SG_PM25/H/long/metrics.npz b/results/visiontspp_base/SG_PM25/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f7ec1d69339dca26366dce6a4217ea98b12380ad --- /dev/null +++ b/results/visiontspp_base/SG_PM25/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ed0815b82d31a06ed617cee7bb3c60167a628de199f4f92649b6c480d9c2dd6 +size 5713 diff --git a/results/visiontspp_base/SG_PM25/H/long/predictions.npz b/results/visiontspp_base/SG_PM25/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..22837f416b07c94a547ed08645c7f56d7deb785b --- /dev/null +++ b/results/visiontspp_base/SG_PM25/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b98e830da6e7259d7f1aedebc78dd1b1eb0142270cd6c1f87490e0ab823667ac +size 149439 diff --git a/results/visiontspp_base/SG_PM25/H/medium/config.json b/results/visiontspp_base/SG_PM25/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5aff9bf8f0fa4805a7fca2218938630b4f423971 --- /dev/null +++ b/results/visiontspp_base/SG_PM25/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_PM25/H/medium", + "num_series": 1, + "num_windows": 30, + "num_variates": 5, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/SG_PM25/H/medium/metrics.npz b/results/visiontspp_base/SG_PM25/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6ae6501cd601dd53c6b29a6b7fb1f2836d5da72f --- /dev/null +++ b/results/visiontspp_base/SG_PM25/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85ef43607711569d6faf339f0bc7b90ebb349202c893bf50060a1266767cba44 +size 10646 diff --git a/results/visiontspp_base/SG_PM25/H/medium/predictions.npz b/results/visiontspp_base/SG_PM25/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ef7ae0ff6c3998f75c7d4d8b0437a1a9fae61803 --- /dev/null +++ b/results/visiontspp_base/SG_PM25/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d44ab609ca01cabb4638816fc527412c4a42b4abffa250dca286455e0c8c15d +size 152426 diff --git a/results/visiontspp_base/SG_PM25/H/short/config.json b/results/visiontspp_base/SG_PM25/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ece0fd523c1191e81bb9a851a51dc05a92ded0f2 --- /dev/null +++ b/results/visiontspp_base/SG_PM25/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_PM25/H/short", + "num_series": 1, + "num_windows": 92, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/SG_PM25/H/short/metrics.npz b/results/visiontspp_base/SG_PM25/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4851c7bd9dca47400b1e000cebe129ce2b3d29c9 --- /dev/null +++ b/results/visiontspp_base/SG_PM25/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7fb68b7555b2b01fef0b84c45fb20b4e5122f7f0e633f3f6b906a3253544f812 +size 28309 diff --git a/results/visiontspp_base/SG_PM25/H/short/predictions.npz b/results/visiontspp_base/SG_PM25/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..44c6a8dfbc350581f22ee46bb64304c319dd6e95 --- /dev/null +++ b/results/visiontspp_base/SG_PM25/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34f3a575687e565083ec87f82014c9d10cfc536812cc4022a89d211e24c7b2e8 +size 156976 diff --git a/results/visiontspp_base/SG_Weather/D/long/config.json b/results/visiontspp_base/SG_Weather/D/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ad8706944c6e387840e62d54f009cf2e2dd6e2f3 --- /dev/null +++ b/results/visiontspp_base/SG_Weather/D/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Weather/D/long", + "num_series": 6, + "num_windows": 26, + "num_variates": 4, + "prediction_length": 14, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 7 +} \ No newline at end of file diff --git a/results/visiontspp_base/SG_Weather/D/long/metrics.npz b/results/visiontspp_base/SG_Weather/D/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..08526d9e8fffa9a8238e95da0b04a8a51a1b0052 --- /dev/null +++ b/results/visiontspp_base/SG_Weather/D/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c159e6bcb4df5db92ea4c7026bf5f26915828611f5b2d8bfde92ba5101a0909 +size 38065 diff --git a/results/visiontspp_base/SG_Weather/D/long/predictions.npz b/results/visiontspp_base/SG_Weather/D/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d3a33b72279a4bc5fb89c7f9fa6bd0baf723cdf1 --- /dev/null +++ b/results/visiontspp_base/SG_Weather/D/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db3c6b30429411c3efd23480b9d9ea3154f96d811a20c6cadddcf39705844771 +size 126540 diff --git a/results/visiontspp_base/SG_Weather/D/medium/config.json b/results/visiontspp_base/SG_Weather/D/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..317b2e6bf51b66c195211f71b28fdb88c0cefa4d --- /dev/null +++ b/results/visiontspp_base/SG_Weather/D/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Weather/D/medium", + "num_series": 6, + "num_windows": 52, + "num_variates": 4, + "prediction_length": 7, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 7 +} \ No newline at end of file diff --git a/results/visiontspp_base/SG_Weather/D/medium/metrics.npz b/results/visiontspp_base/SG_Weather/D/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c553a9985c05c9b37d52fe220ae3fe86bc267ce5 --- /dev/null +++ b/results/visiontspp_base/SG_Weather/D/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1a1d752771e363ca1dbae79c4dc49c4645cf213bfc32d6badcbadea7d8853f1 +size 72640 diff --git a/results/visiontspp_base/SG_Weather/D/medium/predictions.npz b/results/visiontspp_base/SG_Weather/D/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3f17201dd796e2d839aac131c24c435d4932c665 --- /dev/null +++ b/results/visiontspp_base/SG_Weather/D/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:506fd91afb31decc3abf5542537bb0256041402723ec3ff860e84d35afff22e6 +size 128118 diff --git a/results/visiontspp_base/SG_Weather/D/short/config.json b/results/visiontspp_base/SG_Weather/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..28fb79a024c4c976f6f116d3390fbbbe53bd1145 --- /dev/null +++ b/results/visiontspp_base/SG_Weather/D/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "SG_Weather/D/short", + "num_series": 6, + "num_windows": 122, + "num_variates": 4, + "prediction_length": 3, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 7 +} \ No newline at end of file diff --git a/results/visiontspp_base/SG_Weather/D/short/metrics.npz b/results/visiontspp_base/SG_Weather/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..676652d1a24920c5db607461691a3d59d898cd98 --- /dev/null +++ b/results/visiontspp_base/SG_Weather/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5a9f75638165a52fa239d4d6db9994dbb658ab624d76a9eafa487fbb189ca5a +size 166219 diff --git a/results/visiontspp_base/SG_Weather/D/short/predictions.npz b/results/visiontspp_base/SG_Weather/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c0636def3662ea998e735db742f4b2a063bcecf7 --- /dev/null +++ b/results/visiontspp_base/SG_Weather/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa254571a63932ae50528a015e5e3480b2f1c78c4b9bb63584997d24698cd5eb +size 132108 diff --git a/results/visiontspp_base/Smart_Manufacturing/H/long/config.json b/results/visiontspp_base/Smart_Manufacturing/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2efeafc423bac7334b6808052c3b4bb95f197471 --- /dev/null +++ b/results/visiontspp_base/Smart_Manufacturing/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Smart_Manufacturing/H/long", + "num_series": 34, + "num_windows": 1, + "num_variates": 5, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/Smart_Manufacturing/H/long/metrics.npz b/results/visiontspp_base/Smart_Manufacturing/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0045505e51e13a4ccad83f3d1325d9d09068c2a3 --- /dev/null +++ b/results/visiontspp_base/Smart_Manufacturing/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04f69ddd3793445247a804d97ba7763bf528281b9697d0a711a9b885583ba978 +size 12136 diff --git a/results/visiontspp_base/Smart_Manufacturing/H/long/predictions.npz b/results/visiontspp_base/Smart_Manufacturing/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..01563f92d3a0fe8575e263a450788eb9efef089c --- /dev/null +++ b/results/visiontspp_base/Smart_Manufacturing/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3261e7e66ed11831d47b29b49959c988ca539a7f485b55f0bfe8170b0af3e30 +size 635081 diff --git a/results/visiontspp_base/Smart_Manufacturing/H/medium/config.json b/results/visiontspp_base/Smart_Manufacturing/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..87ed1ad3837727c809b97418ab69273e9e8105e9 --- /dev/null +++ b/results/visiontspp_base/Smart_Manufacturing/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Smart_Manufacturing/H/medium", + "num_series": 34, + "num_windows": 2, + "num_variates": 5, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/Smart_Manufacturing/H/medium/metrics.npz b/results/visiontspp_base/Smart_Manufacturing/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ff9bd6209349dcfbddf2c93c4ef887cb62a6edbf --- /dev/null +++ b/results/visiontspp_base/Smart_Manufacturing/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:993eaeee2a94bbef88594dee4a981b493da02d40d1b8c867da9a055a0f4315df +size 22255 diff --git a/results/visiontspp_base/Smart_Manufacturing/H/medium/predictions.npz b/results/visiontspp_base/Smart_Manufacturing/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d5dc2e6a589a9e3647384b43559eaa44c98b29a2 --- /dev/null +++ b/results/visiontspp_base/Smart_Manufacturing/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:51839126f5863bc73d5f8abc918764fbe5801aa902742b826cd5aca52c3df56d +size 664951 diff --git a/results/visiontspp_base/Smart_Manufacturing/H/short/config.json b/results/visiontspp_base/Smart_Manufacturing/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..071f9813e599f0468ff6c7c05baab554dd4a92d4 --- /dev/null +++ b/results/visiontspp_base/Smart_Manufacturing/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Smart_Manufacturing/H/short", + "num_series": 34, + "num_windows": 14, + "num_variates": 5, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/Smart_Manufacturing/H/short/metrics.npz b/results/visiontspp_base/Smart_Manufacturing/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..934e9b5d3f732104ef790a7e393c517f0d83cb01 --- /dev/null +++ b/results/visiontspp_base/Smart_Manufacturing/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab15d76e90726adbf43deb07ea29234ae9c163e71c0074165c8c4a0e1d248b34 +size 140865 diff --git a/results/visiontspp_base/Smart_Manufacturing/H/short/predictions.npz b/results/visiontspp_base/Smart_Manufacturing/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e008cb5e57a0c8b68acf963ff90122217e2e6b10 --- /dev/null +++ b/results/visiontspp_base/Smart_Manufacturing/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01519da7433973b833e47d8ad895e27f1e9bcb008294badd62e018a304322f9b +size 734686 diff --git a/results/visiontspp_base/Supply_Chain_Customer/D/short/config.json b/results/visiontspp_base/Supply_Chain_Customer/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c3f9b4ac284565c860b85a70931309319f48ed3f --- /dev/null +++ b/results/visiontspp_base/Supply_Chain_Customer/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Supply_Chain_Customer/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 36, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "visiontspp-base", + "periodicity": 7 +} \ No newline at end of file diff --git a/results/visiontspp_base/Supply_Chain_Customer/D/short/metrics.npz b/results/visiontspp_base/Supply_Chain_Customer/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e33c5444d6e827e2c96cd35371f02a2ea59c8783 --- /dev/null +++ b/results/visiontspp_base/Supply_Chain_Customer/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01b28684da823dc719f4e56eb792df41f0f44817f093478e60cd506185b72b81 +size 27084 diff --git a/results/visiontspp_base/Supply_Chain_Customer/D/short/predictions.npz b/results/visiontspp_base/Supply_Chain_Customer/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..12c120590e85f2d5350d4a84d59afa90cfe5ee41 --- /dev/null +++ b/results/visiontspp_base/Supply_Chain_Customer/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c224da2245419fb59e6eecb6c263aee4862f31e975742dafc2f23e8afc357a5 +size 216935 diff --git a/results/visiontspp_base/Supply_Chain_Location/D/short/config.json b/results/visiontspp_base/Supply_Chain_Location/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4b16602c194ee2e3f1afdea7aad11ecc674a339d --- /dev/null +++ b/results/visiontspp_base/Supply_Chain_Location/D/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "Supply_Chain_Location/D/short", + "num_series": 1, + "num_windows": 12, + "num_variates": 51, + "prediction_length": 30, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "D", + "seasonality": 1, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "visiontspp-base", + "periodicity": 7 +} \ No newline at end of file diff --git a/results/visiontspp_base/Supply_Chain_Location/D/short/metrics.npz b/results/visiontspp_base/Supply_Chain_Location/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bb78a92b7084d9eef8d97d89c63b4a29d7c77627 --- /dev/null +++ b/results/visiontspp_base/Supply_Chain_Location/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32eee3d87806e509e3cac1237a85c80a8e0fd3447f6de275e5eeb071b6c56db8 +size 37442 diff --git a/results/visiontspp_base/Supply_Chain_Location/D/short/predictions.npz b/results/visiontspp_base/Supply_Chain_Location/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..40819472a6ce03d785235a82cd2160c1d4d8703b --- /dev/null +++ b/results/visiontspp_base/Supply_Chain_Location/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2cd97f699225cf944f6a1fe5577da9f67515606e588fd7be8866ae39a02b5bb6 +size 304949 diff --git a/results/visiontspp_base/US_Labor/M/short/config.json b/results/visiontspp_base/US_Labor/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fb0e7a2d79742cbed269bc651b1e4156122cd756 --- /dev/null +++ b/results/visiontspp_base/US_Labor/M/short/config.json @@ -0,0 +1,35 @@ +{ + "dataset_config": "US_Labor/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 14, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "visiontspp-base", + "periodicity": 12 +} \ No newline at end of file diff --git a/results/visiontspp_base/US_Labor/M/short/metrics.npz b/results/visiontspp_base/US_Labor/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..721d1c3fd2b1d18e29da5e6759e2dae5964473b4 --- /dev/null +++ b/results/visiontspp_base/US_Labor/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dae2ce6177fc7ed5691fd8645f8fb4704695c92b40756cd99e69f93c68505a94 +size 5945 diff --git a/results/visiontspp_base/US_Labor/M/short/predictions.npz b/results/visiontspp_base/US_Labor/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..21dd21d17446009be9aeb1a182ad2c693bbeb109 --- /dev/null +++ b/results/visiontspp_base/US_Labor/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:edebbeefcf111fe786b2e0bb39c2009293d1873ea7c26779a8f423d951badb74 +size 12073 diff --git a/results/visiontspp_base/US_Term_Structure/B/short/config.json b/results/visiontspp_base/US_Term_Structure/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9acd96ae0c8a8c6bedd01787e19c26d038fcb528 --- /dev/null +++ b/results/visiontspp_base/US_Term_Structure/B/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "US_Term_Structure/B/short", + "num_series": 1, + "num_windows": 35, + "num_variates": 40, + "prediction_length": 20, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "B", + "seasonality": 5, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 5 +} \ No newline at end of file diff --git a/results/visiontspp_base/US_Term_Structure/B/short/metrics.npz b/results/visiontspp_base/US_Term_Structure/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6949256dc0470b41c39fcdc7378f3ba32c646344 --- /dev/null +++ b/results/visiontspp_base/US_Term_Structure/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0abf17586ce939697e52e8cc0e0195e001b4c92bbdc80d6beea3b37bf992b015 +size 83026 diff --git a/results/visiontspp_base/US_Term_Structure/B/short/predictions.npz b/results/visiontspp_base/US_Term_Structure/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e0f3a634384f3fd8011e6f0c5f4846c988876f22 --- /dev/null +++ b/results/visiontspp_base/US_Term_Structure/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d3c70588d4f5a808fb37f4a18f36cf662312db2e6f741751a7ffb1be035597b +size 429573 diff --git a/results/visiontspp_base/Uncertainty_1M/M/short/config.json b/results/visiontspp_base/Uncertainty_1M/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7968f0ef285b0418468b0f83ffaa4b05fc4d86c5 --- /dev/null +++ b/results/visiontspp_base/Uncertainty_1M/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Uncertainty_1M/M/short", + "num_series": 1, + "num_windows": 7, + "num_variates": 3, + "prediction_length": 6, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 12 +} \ No newline at end of file diff --git a/results/visiontspp_base/Uncertainty_1M/M/short/metrics.npz b/results/visiontspp_base/Uncertainty_1M/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c0beddb85d042ff82582f0b887e0a620383e31d6 --- /dev/null +++ b/results/visiontspp_base/Uncertainty_1M/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bdae96115b616e8682ea50e13308eed5312a7f1f879e8219dbc1d78236e8f7b2 +size 2842 diff --git a/results/visiontspp_base/Uncertainty_1M/M/short/predictions.npz b/results/visiontspp_base/Uncertainty_1M/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..206dbfe77aa3bd3793a53e5ff11fd56a083dd1f7 --- /dev/null +++ b/results/visiontspp_base/Uncertainty_1M/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:169c60e399dbb5cce7f447575c9f37f72afc42ca32d1e67ee1ca3c6bdf3431c1 +size 2245 diff --git a/results/visiontspp_base/Vehicle_Sales/M/short/config.json b/results/visiontspp_base/Vehicle_Sales/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..990c25eee322df6ac7934cde48cb2328f0828b13 --- /dev/null +++ b/results/visiontspp_base/Vehicle_Sales/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Vehicle_Sales/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 10, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 12 +} \ No newline at end of file diff --git a/results/visiontspp_base/Vehicle_Sales/M/short/metrics.npz b/results/visiontspp_base/Vehicle_Sales/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8aaac1325af4635468b41aab9797405f4a5326f6 --- /dev/null +++ b/results/visiontspp_base/Vehicle_Sales/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c033ac43c7400205990e4c8b39819b295e5287939a3aa925c54361c39fed749b +size 4748 diff --git a/results/visiontspp_base/Vehicle_Sales/M/short/predictions.npz b/results/visiontspp_base/Vehicle_Sales/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..969a2a659e1556c1579173a8483e39b4b8af9fce --- /dev/null +++ b/results/visiontspp_base/Vehicle_Sales/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ea8df2b39da1ccfbc2ad328c8c1802b33ecb9089eba3dc42062b5974c6c717e +size 9685 diff --git a/results/visiontspp_base/Vehicle_Supply/M/short/config.json b/results/visiontspp_base/Vehicle_Supply/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..108f2f756a350c751d98d7b00432de52bea5c2af --- /dev/null +++ b/results/visiontspp_base/Vehicle_Supply/M/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Vehicle_Supply/M/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "M", + "seasonality": 12, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 12 +} \ No newline at end of file diff --git a/results/visiontspp_base/Vehicle_Supply/M/short/metrics.npz b/results/visiontspp_base/Vehicle_Supply/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..42b0f6280519dd3e821a7e1246f3a1ee7a3d21c6 --- /dev/null +++ b/results/visiontspp_base/Vehicle_Supply/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0294985d5fafa816df49d39f9f8f576e064d9e7879a8e4c34918381b42cecf3 +size 3446 diff --git a/results/visiontspp_base/Vehicle_Supply/M/short/predictions.npz b/results/visiontspp_base/Vehicle_Supply/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b072ed7988ca722e49e862716a0de9b54d42b6aa --- /dev/null +++ b/results/visiontspp_base/Vehicle_Supply/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e6f0fcccab0ef1032ab2947aabdc1d22fcadc8d1a0e45daf91025028817bc93 +size 6124 diff --git a/results/visiontspp_base/WUI_Global/Q/short/config.json b/results/visiontspp_base/WUI_Global/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7b529e692f7e7a661d7e9ab98eb9931118dd67a4 --- /dev/null +++ b/results/visiontspp_base/WUI_Global/Q/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "WUI_Global/Q/short", + "num_series": 1, + "num_windows": 5, + "num_variates": 15, + "prediction_length": 4, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "Q", + "seasonality": 4, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 4 +} \ No newline at end of file diff --git a/results/visiontspp_base/WUI_Global/Q/short/metrics.npz b/results/visiontspp_base/WUI_Global/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..da997032abb78d56e79dbcf92bf9d9618d7a341e --- /dev/null +++ b/results/visiontspp_base/WUI_Global/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d98895b0efe92425bb8612826cff61f42156ec172ce2650bee189137e208077 +size 6256 diff --git a/results/visiontspp_base/WUI_Global/Q/short/predictions.npz b/results/visiontspp_base/WUI_Global/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..741e30a00f07a9db5090bb575f7eb392f1775c6a --- /dev/null +++ b/results/visiontspp_base/WUI_Global/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07932f9c0d2f8d0eacd16b8056107dbb90bbcc02cbf72b4a750de52f92d22a4a +size 5232 diff --git a/results/visiontspp_base/Water_Quality_Darwin/15T/long/config.json b/results/visiontspp_base/Water_Quality_Darwin/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..cb0dd897d90f8580800c6f7883987fe490081dca --- /dev/null +++ b/results/visiontspp_base/Water_Quality_Darwin/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/long", + "num_series": 7, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/Water_Quality_Darwin/15T/long/metrics.npz b/results/visiontspp_base/Water_Quality_Darwin/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b89f9398b686d3dafc746ba4f25b0a4fb94e2f07 --- /dev/null +++ b/results/visiontspp_base/Water_Quality_Darwin/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f13f1559087876c3dc27b9e44650decf104f34d99756ddae52c57e180bfe252 +size 14196 diff --git a/results/visiontspp_base/Water_Quality_Darwin/15T/long/predictions.npz b/results/visiontspp_base/Water_Quality_Darwin/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b8d3808774ecb6dd7d8b5d70fb7957da1967005f --- /dev/null +++ b/results/visiontspp_base/Water_Quality_Darwin/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cd50ccda69e065cd404a102725e6f2356740e021d9f4823a400551a4e8cd988 +size 493440 diff --git a/results/visiontspp_base/Water_Quality_Darwin/15T/medium/config.json b/results/visiontspp_base/Water_Quality_Darwin/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d0ce386f6c3e6ca40df4c9a3f7d60c07ead486df --- /dev/null +++ b/results/visiontspp_base/Water_Quality_Darwin/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/medium", + "num_series": 7, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/Water_Quality_Darwin/15T/medium/metrics.npz b/results/visiontspp_base/Water_Quality_Darwin/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dbc7b42008bc15126b7c1c866907026646063037 --- /dev/null +++ b/results/visiontspp_base/Water_Quality_Darwin/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ace048263edf15be3895f86980a6c2376317dc93672ed42506a995697c6c2ff +size 38031 diff --git a/results/visiontspp_base/Water_Quality_Darwin/15T/medium/predictions.npz b/results/visiontspp_base/Water_Quality_Darwin/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7c4b72a2d3efd12780398f4af1508173e427ce20 --- /dev/null +++ b/results/visiontspp_base/Water_Quality_Darwin/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57431b87688c503f5038845a68a4ee235816b6be6af45b447549be0ea5f5659d +size 508114 diff --git a/results/visiontspp_base/Water_Quality_Darwin/15T/short/config.json b/results/visiontspp_base/Water_Quality_Darwin/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1338fd492b0b6e65ab451cf352459f523bd81e65 --- /dev/null +++ b/results/visiontspp_base/Water_Quality_Darwin/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "Water_Quality_Darwin/15T/short", + "num_series": 7, + "num_windows": 90, + "num_variates": 6, + "prediction_length": 16, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/Water_Quality_Darwin/15T/short/metrics.npz b/results/visiontspp_base/Water_Quality_Darwin/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..23eaf12a4f8e8c72a1e2c451d05abb7136c6d2a4 --- /dev/null +++ b/results/visiontspp_base/Water_Quality_Darwin/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:803752942289a78c9b75a53b710dd81c55de537fd64c125dc3db650f480ab3fb +size 215580 diff --git a/results/visiontspp_base/Water_Quality_Darwin/15T/short/predictions.npz b/results/visiontspp_base/Water_Quality_Darwin/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..033c4a79ac5b1310b9094dc475ece65b2343d11f --- /dev/null +++ b/results/visiontspp_base/Water_Quality_Darwin/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a739aeacd386310c52036ec0c99fbac981827dd0116cfe76eb1acdad0f7cc77 +size 549893 diff --git a/results/visiontspp_base/azure2019_D/5T/short/config.json b/results/visiontspp_base/azure2019_D/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..07dd95c9f2fe34d5c2e692460e303e9f868052b4 --- /dev/null +++ b/results/visiontspp_base/azure2019_D/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "azure2019_D/5T/short", + "num_series": 989, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/azure2019_D/5T/short/metrics.npz b/results/visiontspp_base/azure2019_D/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..709c6617752b23caee82ee3ca327b7b4fb63352a --- /dev/null +++ b/results/visiontspp_base/azure2019_D/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:584c741a0eb42644712d648fe17a666ae620387cfcce07910d562eeb6d2939c3 +size 523171 diff --git a/results/visiontspp_base/azure2019_D/5T/short/predictions.npz b/results/visiontspp_base/azure2019_D/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..aeb77e269cb8a48495d56d9d151b8f13ba86f297 --- /dev/null +++ b/results/visiontspp_base/azure2019_D/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c23015324471ad184a26f344d3e438f7b0f9b098db8197f15594f90b03442487 +size 24911846 diff --git a/results/visiontspp_base/azure2019_I/5T/short/config.json b/results/visiontspp_base/azure2019_I/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..623a89bafd5afc9b61231d6614df047c9b426196 --- /dev/null +++ b/results/visiontspp_base/azure2019_I/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "azure2019_I/5T/short", + "num_series": 492, + "num_windows": 3, + "num_variates": 3, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/azure2019_I/5T/short/metrics.npz b/results/visiontspp_base/azure2019_I/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f5d37721a634ec36b1105e7b2b5c57afcd022e38 --- /dev/null +++ b/results/visiontspp_base/azure2019_I/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42fcaec6d82870cb9f351d6b178dec2eab11600a1d1c88aea9a81f1ee986b035 +size 261177 diff --git a/results/visiontspp_base/azure2019_I/5T/short/predictions.npz b/results/visiontspp_base/azure2019_I/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b71e1f68d269a630315f617d8c6475ef8ba0815f --- /dev/null +++ b/results/visiontspp_base/azure2019_I/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bdacb6829dff851735ada493b1a4ca1b7ab90a8ad05b19f1401475d845c1db8c +size 12456069 diff --git a/results/visiontspp_base/azure2019_U/5T/short/config.json b/results/visiontspp_base/azure2019_U/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6c3df0627dfe90d86955009943a6da138a661c2a --- /dev/null +++ b/results/visiontspp_base/azure2019_U/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "azure2019_U/5T/short", + "num_series": 78, + "num_windows": 6, + "num_variates": 3, + "prediction_length": 48, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/azure2019_U/5T/short/metrics.npz b/results/visiontspp_base/azure2019_U/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0bf4ea51ef7d2f1cfd1fe375bb982a6ec32916df --- /dev/null +++ b/results/visiontspp_base/azure2019_U/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de5c76616d7755fcb36e4e3da321edb8212e3132ea10299ff645b9b4114ec1eb +size 83523 diff --git a/results/visiontspp_base/azure2019_U/5T/short/predictions.npz b/results/visiontspp_base/azure2019_U/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..199b667f6c2b7b77ba0ef776e0b3a8cc297ec4d2 --- /dev/null +++ b/results/visiontspp_base/azure2019_U/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ec6c37bd1aaaaa7e4363b6abed406acfef9ab29af5df569d010299d5c37f0cd +size 784911 diff --git a/results/visiontspp_base/current_velocity/10T/long/config.json b/results/visiontspp_base/current_velocity/10T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..42291aab5ea0389566d1a6a8566bd9399c984f30 --- /dev/null +++ b/results/visiontspp_base/current_velocity/10T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/10T/long", + "num_series": 10, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 432, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 144 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/10T/long/metrics.npz b/results/visiontspp_base/current_velocity/10T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4c99f3a289f7c5d9639a83a2120955e91049d6b7 --- /dev/null +++ b/results/visiontspp_base/current_velocity/10T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7786e9f7839c9bb84d670b3ede726d23bfd05f8e90cb173399ebdae012d733e4 +size 19754 diff --git a/results/visiontspp_base/current_velocity/10T/long/predictions.npz b/results/visiontspp_base/current_velocity/10T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8aa767b8286ff9c1fbe2c7187829cebc629b9690 --- /dev/null +++ b/results/visiontspp_base/current_velocity/10T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98928dd85e1c6adac2a639b3bc5543d3ffe6a7f249b9c676f2858295d0ebf7aa +size 1427632 diff --git a/results/visiontspp_base/current_velocity/10T/medium/config.json b/results/visiontspp_base/current_velocity/10T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..49bc423fd8d5a67611d1272a9fc59e1b4a941119 --- /dev/null +++ b/results/visiontspp_base/current_velocity/10T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/10T/medium", + "num_series": 10, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 144, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 144 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/10T/medium/metrics.npz b/results/visiontspp_base/current_velocity/10T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c1cac7861421c4f66dc09bfb68d32d7e9d486fa3 --- /dev/null +++ b/results/visiontspp_base/current_velocity/10T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa6c2d2d1865d0d5c8d7e79834c839d4de4f6d42c9e037e7cf96b1e5f38ebf35 +size 54688 diff --git a/results/visiontspp_base/current_velocity/10T/medium/predictions.npz b/results/visiontspp_base/current_velocity/10T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3860ddff1dcfdbba9dc4db48b57eba5d64b64292 --- /dev/null +++ b/results/visiontspp_base/current_velocity/10T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95f25899be689aafca574ad3b94f09e6b52153fb85d9a7aaf90e8454ee6afbfa +size 1462865 diff --git a/results/visiontspp_base/current_velocity/10T/short/config.json b/results/visiontspp_base/current_velocity/10T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..de2cad692f2d23e468e7777e24b2a3767883b18e --- /dev/null +++ b/results/visiontspp_base/current_velocity/10T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/10T/short", + "num_series": 10, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 18, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "10T", + "seasonality": 144, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 144 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/10T/short/metrics.npz b/results/visiontspp_base/current_velocity/10T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..42bc9ecf7b96177fa29d80602c24331dfc117769 --- /dev/null +++ b/results/visiontspp_base/current_velocity/10T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7943c9ef69ba922c4ef892c9c4e1e40f4215c9a29add6cbef1530c54cbca8c99 +size 418622 diff --git a/results/visiontspp_base/current_velocity/10T/short/predictions.npz b/results/visiontspp_base/current_velocity/10T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e59fae1912daff804045cdb75c5516e1ea26374f --- /dev/null +++ b/results/visiontspp_base/current_velocity/10T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c77c82f1bb48d50baf2297de0341ef5baa7064f2b6e924fed867d48df7aa16d +size 1590564 diff --git a/results/visiontspp_base/current_velocity/15T/long/config.json b/results/visiontspp_base/current_velocity/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c7f9e9109d786363e585c9770a2f69a9a366c458 --- /dev/null +++ b/results/visiontspp_base/current_velocity/15T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/15T/long", + "num_series": 5, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/15T/long/metrics.npz b/results/visiontspp_base/current_velocity/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..864a17356d7f05d09a4112a2197230ec729552d6 --- /dev/null +++ b/results/visiontspp_base/current_velocity/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d5b37d88615b87c9b380941bb39ea43c61a15f5cf4df4b1460fcbc450fe4f03 +size 10855 diff --git a/results/visiontspp_base/current_velocity/15T/long/predictions.npz b/results/visiontspp_base/current_velocity/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8fa04a864328305cf1a198762d69cdb1cc5b12de --- /dev/null +++ b/results/visiontspp_base/current_velocity/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d5c3096f24287327dfcf6f2cb3767e7db794a9010c18cc8bd49739f4ac7cccb +size 478859 diff --git a/results/visiontspp_base/current_velocity/15T/medium/config.json b/results/visiontspp_base/current_velocity/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f6bc90dc1ad91f88bf8221de9c6967c7a9cdf9dd --- /dev/null +++ b/results/visiontspp_base/current_velocity/15T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/15T/medium", + "num_series": 5, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 96, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/15T/medium/metrics.npz b/results/visiontspp_base/current_velocity/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d95d915d3c4bb1c9be559b93567c56db7b0add79 --- /dev/null +++ b/results/visiontspp_base/current_velocity/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6637c55ea7accbc2ffb358bdb3325bc4582539fa966c82337e6e57155410e025 +size 28313 diff --git a/results/visiontspp_base/current_velocity/15T/medium/predictions.npz b/results/visiontspp_base/current_velocity/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d75d5dcf183d0ed9242b2415094f781986768706 --- /dev/null +++ b/results/visiontspp_base/current_velocity/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e20a5b0efa90bd350f7a7dae773bc4928dd6cceb529383cf17d57c41ae30ab0 +size 496873 diff --git a/results/visiontspp_base/current_velocity/15T/short/config.json b/results/visiontspp_base/current_velocity/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..444867e14ca30859f3d6b4ff6c0f6a0d32091165 --- /dev/null +++ b/results/visiontspp_base/current_velocity/15T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/15T/short", + "num_series": 5, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 12, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "15T", + "seasonality": 96, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 96 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/15T/short/metrics.npz b/results/visiontspp_base/current_velocity/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..3872111f90dfc1ae8b261e53d5a40a5b3b856cbc --- /dev/null +++ b/results/visiontspp_base/current_velocity/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c7b52ec46c7679bce1f023026d86f550b4cb0e3c6c7d49c09487b1572f92de9 +size 209297 diff --git a/results/visiontspp_base/current_velocity/15T/short/predictions.npz b/results/visiontspp_base/current_velocity/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7302ea03c4d4aab02a2c4ecbcea39e1c558f2e7e --- /dev/null +++ b/results/visiontspp_base/current_velocity/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43fdc4cdc251a8e127931064b2b7b9abf4628741db87102ce1662aaaca161939 +size 540164 diff --git a/results/visiontspp_base/current_velocity/20T/long/config.json b/results/visiontspp_base/current_velocity/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f8018076989278ffeaf960ac8a0500f88e048232 --- /dev/null +++ b/results/visiontspp_base/current_velocity/20T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/20T/long", + "num_series": 27, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 216, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 72 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/20T/long/metrics.npz b/results/visiontspp_base/current_velocity/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..37ca40b7b7d0d6c3a9e0a116697a983335ce45b3 --- /dev/null +++ b/results/visiontspp_base/current_velocity/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4afce40e5d5b67bd7f654f3be71d8a303231681c8c7f06f2367d7d7ad6917c4 +size 49637 diff --git a/results/visiontspp_base/current_velocity/20T/long/predictions.npz b/results/visiontspp_base/current_velocity/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..951ba92fae2377317eebc570b652821dbd37ff2e --- /dev/null +++ b/results/visiontspp_base/current_velocity/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1193c2f6777e0a58da669bc781d565857637cbea1e20733698ad51abfdab9ed +size 2127490 diff --git a/results/visiontspp_base/current_velocity/20T/medium/config.json b/results/visiontspp_base/current_velocity/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..17d0dbb8050aba280075c8c0cdf822aca78bed3a --- /dev/null +++ b/results/visiontspp_base/current_velocity/20T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/20T/medium", + "num_series": 27, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 72 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/20T/medium/metrics.npz b/results/visiontspp_base/current_velocity/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9ea99c78cb15c7f30cd85cb486cdfad03dc52427 --- /dev/null +++ b/results/visiontspp_base/current_velocity/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0477fab353f889c6cf5226215c9557a981d9f3faee3852c84cb389fd42435c81 +size 143926 diff --git a/results/visiontspp_base/current_velocity/20T/medium/predictions.npz b/results/visiontspp_base/current_velocity/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d20e1cab2150581fbfc7d90ed207e281d48d6c6a --- /dev/null +++ b/results/visiontspp_base/current_velocity/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7bf0bb0373852a4833e8684906034d4a599dcb9ed2483fe8756b90b5c84ea78a +size 2174457 diff --git a/results/visiontspp_base/current_velocity/20T/short/config.json b/results/visiontspp_base/current_velocity/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..688844c01166aa05d35cd7d09b61d620cd78a838 --- /dev/null +++ b/results/visiontspp_base/current_velocity/20T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/20T/short", + "num_series": 27, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 9, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "20T", + "seasonality": 72, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 72 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/20T/short/metrics.npz b/results/visiontspp_base/current_velocity/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8c8ceab052487e15668f28a615bf39ea47146218 --- /dev/null +++ b/results/visiontspp_base/current_velocity/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e1d6359d93615f9c74ad5b9b486266d3654a482c9b5947ce9d69ca2c48028bf +size 1120032 diff --git a/results/visiontspp_base/current_velocity/20T/short/predictions.npz b/results/visiontspp_base/current_velocity/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b70d2dd12c900ee14037805489dfc696a378e87d --- /dev/null +++ b/results/visiontspp_base/current_velocity/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59776cc7bbac937045b144cce00d7e72f7c08a9b5d183da1b93f747d18b3c0b5 +size 2326432 diff --git a/results/visiontspp_base/current_velocity/5T/long/config.json b/results/visiontspp_base/current_velocity/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1ecb80e79ff2e215d24bb02c6154397858e8c551 --- /dev/null +++ b/results/visiontspp_base/current_velocity/5T/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/5T/long", + "num_series": 1, + "num_windows": 5, + "num_variates": 6, + "prediction_length": 864, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/5T/long/metrics.npz b/results/visiontspp_base/current_velocity/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1235c0ec9ca82f3333829894f8e027cacd04283d --- /dev/null +++ b/results/visiontspp_base/current_velocity/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2362d708a9c722f3a139508f0139d6bccc0ce5ffa817de96062c66f564798502 +size 3495 diff --git a/results/visiontspp_base/current_velocity/5T/long/predictions.npz b/results/visiontspp_base/current_velocity/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e161256d6cd3762267a59f58f106f76ab022257f --- /dev/null +++ b/results/visiontspp_base/current_velocity/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:efc1779e7ccf8281b6303036827a26339d27a1b0a1a4fa41aee337968ce79607 +size 210848 diff --git a/results/visiontspp_base/current_velocity/5T/medium/config.json b/results/visiontspp_base/current_velocity/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..26a82969f7b51785772d67a715a63d0f19be0916 --- /dev/null +++ b/results/visiontspp_base/current_velocity/5T/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/5T/medium", + "num_series": 1, + "num_windows": 15, + "num_variates": 6, + "prediction_length": 288, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/5T/medium/metrics.npz b/results/visiontspp_base/current_velocity/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..000f219a1e9a98887a66231d16660be887b8e680 --- /dev/null +++ b/results/visiontspp_base/current_velocity/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:544e461f780b001e234f79fcebb577a1e95d3ebdaf4d9fe349ed136fcb999f75 +size 7272 diff --git a/results/visiontspp_base/current_velocity/5T/medium/predictions.npz b/results/visiontspp_base/current_velocity/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bac82223c2a2acce518ba280b274c6509f8059c3 --- /dev/null +++ b/results/visiontspp_base/current_velocity/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05072ffb3e4577e81abd119ede18965a87b6810128ddc8192bb95c5aed28e58b +size 220530 diff --git a/results/visiontspp_base/current_velocity/5T/short/config.json b/results/visiontspp_base/current_velocity/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..57aa8ad7b5ba7ca0b557ab62d65b9c26e29021a4 --- /dev/null +++ b/results/visiontspp_base/current_velocity/5T/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/5T/short", + "num_series": 1, + "num_windows": 120, + "num_variates": 6, + "prediction_length": 36, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "5T", + "seasonality": 288, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 288 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/5T/short/metrics.npz b/results/visiontspp_base/current_velocity/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9a77906fddd5f96344f96ba03cd2b43ebe16fea5 --- /dev/null +++ b/results/visiontspp_base/current_velocity/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:224ec228ea11e454d2f024bd8c21c73d470d8bafdc2a2344779920cc74b01f87 +size 43585 diff --git a/results/visiontspp_base/current_velocity/5T/short/predictions.npz b/results/visiontspp_base/current_velocity/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8b56c45cc2bebf17b1746aa3af230f0730abae1a --- /dev/null +++ b/results/visiontspp_base/current_velocity/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4262e53bbd47adbfd94260eb6b6ee8ee76c5a27bd58ac484be535c05ea8d2b1f +size 235851 diff --git a/results/visiontspp_base/current_velocity/H/long/config.json b/results/visiontspp_base/current_velocity/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a6f40106280a63731c87bf7ddc3174ff612e1e00 --- /dev/null +++ b/results/visiontspp_base/current_velocity/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/H/long", + "num_series": 21, + "num_windows": 2, + "num_variates": 6, + "prediction_length": 336, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/H/long/metrics.npz b/results/visiontspp_base/current_velocity/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..8cac949fe72b806881f9245f58e2173853d1bcbf --- /dev/null +++ b/results/visiontspp_base/current_velocity/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:822f48670e3c210cfa97a5d27f61db75561a2488ee6fe41059dadac8e8037924 +size 16938 diff --git a/results/visiontspp_base/current_velocity/H/long/predictions.npz b/results/visiontspp_base/current_velocity/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..4f893cad61b97ec3006a0193b1f29f7bf5e81352 --- /dev/null +++ b/results/visiontspp_base/current_velocity/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eeec1fd766fa6bd5fd93997ff8e15fe3e40fa622fb5b86241b0d8e52170515ea +size 1087607 diff --git a/results/visiontspp_base/current_velocity/H/medium/config.json b/results/visiontspp_base/current_velocity/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f99e362ad1203914f142f68141932a31a058ab71 --- /dev/null +++ b/results/visiontspp_base/current_velocity/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/H/medium", + "num_series": 21, + "num_windows": 4, + "num_variates": 6, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/H/medium/metrics.npz b/results/visiontspp_base/current_velocity/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..34b087f8dd7330d1c23c0c40dea29b23af694dca --- /dev/null +++ b/results/visiontspp_base/current_velocity/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78f0b7783f1f42645d084ef6dec4bb4b0ddc7898d91ce37f667fa6f578380b62 +size 31703 diff --git a/results/visiontspp_base/current_velocity/H/medium/predictions.npz b/results/visiontspp_base/current_velocity/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d5af89017a277a74d183426fd6931ec265969bfc --- /dev/null +++ b/results/visiontspp_base/current_velocity/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a785167af9ce189b18c2b5f2a403b9baf98aa2e2618c72cc27475edff2b5938d +size 1122239 diff --git a/results/visiontspp_base/current_velocity/H/short/config.json b/results/visiontspp_base/current_velocity/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3747c244c08d819e7e594c275a2e83f4f5800715 --- /dev/null +++ b/results/visiontspp_base/current_velocity/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "current_velocity/H/short", + "num_series": 21, + "num_windows": 28, + "num_variates": 6, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/current_velocity/H/short/metrics.npz b/results/visiontspp_base/current_velocity/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7d983501c5b09bab905ebb44565fb44598857f3d --- /dev/null +++ b/results/visiontspp_base/current_velocity/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4d8d797c30f704e2167d3a6683886cf9506a0769c38b7d530b5860ac836a30b +size 206654 diff --git a/results/visiontspp_base/current_velocity/H/short/predictions.npz b/results/visiontspp_base/current_velocity/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b398ba69ea3f5293c01ea2009c0244abbdb8ca3d --- /dev/null +++ b/results/visiontspp_base/current_velocity/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86c3becbb2ddb2a0a799bf24e3662cfce16dd91a8870d9e54902cf83fffe80f7 +size 1169697 diff --git a/results/visiontspp_base/epf_electricity_price/H/long/config.json b/results/visiontspp_base/epf_electricity_price/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..71024be8a946c8636d6d5727005d71e0aaa1d8b7 --- /dev/null +++ b/results/visiontspp_base/epf_electricity_price/H/long/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "epf_electricity_price/H/long", + "num_series": 5, + "num_windows": 15, + "num_variates": 1, + "prediction_length": 168, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/epf_electricity_price/H/long/metrics.npz b/results/visiontspp_base/epf_electricity_price/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..eb30c088fe8023bd9b354f9fde007d9e5b7ff852 --- /dev/null +++ b/results/visiontspp_base/epf_electricity_price/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cead97d136bbbbe82c6f6185ab10b39559a108b8ec2bd569be4e6141efebca4d +size 6353 diff --git a/results/visiontspp_base/epf_electricity_price/H/long/predictions.npz b/results/visiontspp_base/epf_electricity_price/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fb9b8ac94f87d231fb980aca4ea840275db27d08 --- /dev/null +++ b/results/visiontspp_base/epf_electricity_price/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2253ece57726026e8aecdfeef9993f96641d9731d52d0b457872009da1ff6d7e +size 177706 diff --git a/results/visiontspp_base/epf_electricity_price/H/medium/config.json b/results/visiontspp_base/epf_electricity_price/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4dd6a58ca8655550aac22cab47686acd147e9d27 --- /dev/null +++ b/results/visiontspp_base/epf_electricity_price/H/medium/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "epf_electricity_price/H/medium", + "num_series": 5, + "num_windows": 35, + "num_variates": 1, + "prediction_length": 72, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/epf_electricity_price/H/medium/metrics.npz b/results/visiontspp_base/epf_electricity_price/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a90a0529e9325780710c2f6b58f1209e62184951 --- /dev/null +++ b/results/visiontspp_base/epf_electricity_price/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97aa870ddc796a50d596a06ced6cf5c8fe15b0719d801386ec2acc095dafa3a3 +size 12164 diff --git a/results/visiontspp_base/epf_electricity_price/H/medium/predictions.npz b/results/visiontspp_base/epf_electricity_price/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ca043db8a1ec57a6f6d02be623baa72fad62d170 --- /dev/null +++ b/results/visiontspp_base/epf_electricity_price/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10ebf3c1f762568e57d35557d276a84cc6e05ce182c5c9163bf46e00344c61ce +size 177654 diff --git a/results/visiontspp_base/epf_electricity_price/H/short/config.json b/results/visiontspp_base/epf_electricity_price/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2925a2f4c4c31a5d221ef4d6894e0046c9aea245 --- /dev/null +++ b/results/visiontspp_base/epf_electricity_price/H/short/config.json @@ -0,0 +1,34 @@ +{ + "dataset_config": "epf_electricity_price/H/short", + "num_series": 5, + "num_windows": 105, + "num_variates": 1, + "prediction_length": 24, + "num_quantiles": 9, + "quantile_levels": [ + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9 + ], + "freq": "H", + "seasonality": 24, + "context_length": 4000, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "model": "visiontspp-base", + "periodicity": 24 +} \ No newline at end of file diff --git a/results/visiontspp_base/epf_electricity_price/H/short/metrics.npz b/results/visiontspp_base/epf_electricity_price/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bec26d19e23d94871704c4fc0ff5f30617239959 --- /dev/null +++ b/results/visiontspp_base/epf_electricity_price/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:339a8f58608ec076b5dc280468cf521e9c87f831c8d4751d62c802854ebc9ce1 +size 32258 diff --git a/results/visiontspp_base/epf_electricity_price/H/short/predictions.npz b/results/visiontspp_base/epf_electricity_price/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ea5547dab3964409039614ee619982fec20fbad5 --- /dev/null +++ b/results/visiontspp_base/epf_electricity_price/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6e60e7de96a115912f63a8c7c0aef463ca7c13a65bf3ec3194295379223925c +size 178113