diff --git a/results/Timestral-28M/Australia_Solar/H/long/config.json b/results/Timestral-28M/Australia_Solar/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9d1f4fc84e35f65a3db9c2d50243b7bd1493d0fd --- /dev/null +++ b/results/Timestral-28M/Australia_Solar/H/long/config.json @@ -0,0 +1,40 @@ +{ + "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, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Australia_Solar/H/long/metrics.npz b/results/Timestral-28M/Australia_Solar/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d52e0d02ece7f4caef4239f586cd8803901f184f --- /dev/null +++ b/results/Timestral-28M/Australia_Solar/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb88fa5c4f59b72ccbb1ff9417e8cf5982261b8902400d56687b05c41469419a +size 4531 diff --git a/results/Timestral-28M/Australia_Solar/H/long/predictions.npz b/results/Timestral-28M/Australia_Solar/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..63b20bc9ded5e485600862cbe4bb0b5b7651a9cb --- /dev/null +++ b/results/Timestral-28M/Australia_Solar/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d552b280433b1a35c92715214a791d804b5a0eaff69493818c2039442b0d74a +size 120827 diff --git a/results/Timestral-28M/Australia_Solar/H/medium/config.json b/results/Timestral-28M/Australia_Solar/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ded405b1293ce8fdf8eb55c8a02f263cc0e6306f --- /dev/null +++ b/results/Timestral-28M/Australia_Solar/H/medium/config.json @@ -0,0 +1,40 @@ +{ + "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, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Australia_Solar/H/medium/metrics.npz b/results/Timestral-28M/Australia_Solar/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0cd849c2b206f35d61895e5a3a6d3a06b511b45e --- /dev/null +++ b/results/Timestral-28M/Australia_Solar/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63d159acbb29566136702b8a84481af642cdf787c89fc0a667b96e5e97b6c5cd +size 8357 diff --git a/results/Timestral-28M/Australia_Solar/H/medium/predictions.npz b/results/Timestral-28M/Australia_Solar/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c9f6630b079b0384f34b10811777598b1e57c6d5 --- /dev/null +++ b/results/Timestral-28M/Australia_Solar/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a63d7921650d325c5d017c040a1b8d42d0fa89cabe9b4f3b385ce736758b8901 +size 121805 diff --git a/results/Timestral-28M/Australia_Solar/H/short/config.json b/results/Timestral-28M/Australia_Solar/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d72e1d014a07490a3d5d20eba32d015224484111 --- /dev/null +++ b/results/Timestral-28M/Australia_Solar/H/short/config.json @@ -0,0 +1,40 @@ +{ + "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, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Australia_Solar/H/short/metrics.npz b/results/Timestral-28M/Australia_Solar/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..85402e1bb26066d7c3dd25b08f3498c3e031c860 --- /dev/null +++ b/results/Timestral-28M/Australia_Solar/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb69a2b2e634dd8c4d033d4524a1367dd458b65c88f4f843008e844037582149 +size 20762 diff --git a/results/Timestral-28M/Australia_Solar/H/short/predictions.npz b/results/Timestral-28M/Australia_Solar/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d326c1ee6aba932fb0f286b9151543687300bc53 --- /dev/null +++ b/results/Timestral-28M/Australia_Solar/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8104a136d61c986295f9ff454ebf5be26544a347e7e5e9e8c29e7d77fe295c68 +size 122600 diff --git a/results/Timestral-28M/Auto_Production_SF/M/short/config.json b/results/Timestral-28M/Auto_Production_SF/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dee9e567b40d2965f1b2323ae5acaeb18445c19a --- /dev/null +++ b/results/Timestral-28M/Auto_Production_SF/M/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Auto_Production_SF/M/short/metrics.npz b/results/Timestral-28M/Auto_Production_SF/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..079835557f84f1643320c7cd8a36437b91da474f --- /dev/null +++ b/results/Timestral-28M/Auto_Production_SF/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e7312801ff5deedb9421bbcbf4ee619fa0a87835d74c31c7b64b1129e1b204a +size 1820 diff --git a/results/Timestral-28M/Auto_Production_SF/M/short/predictions.npz b/results/Timestral-28M/Auto_Production_SF/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f9e33fd71b8667c4101742afa6aaa4b7acbfec6a --- /dev/null +++ b/results/Timestral-28M/Auto_Production_SF/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71787e400a498b5b98b75a30d59b430288a539decc044626bf2ffda9474858a9 +size 1317 diff --git a/results/Timestral-28M/CPHL/15T/long/config.json b/results/Timestral-28M/CPHL/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..986bed2714cec7842d85f5b5c8edb010baacbd14 --- /dev/null +++ b/results/Timestral-28M/CPHL/15T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/CPHL/15T/long/metrics.npz b/results/Timestral-28M/CPHL/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1c6672c3d50ce098a4c17bbd408810e0c92b309e --- /dev/null +++ b/results/Timestral-28M/CPHL/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47d314e514e087d1880c1b302333cf143d44960a1cf12f09d56f81af270f1a10 +size 2173 diff --git a/results/Timestral-28M/CPHL/15T/long/predictions.npz b/results/Timestral-28M/CPHL/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ae0e35d152379eb0188d2a1d39496b9a05737a45 --- /dev/null +++ b/results/Timestral-28M/CPHL/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2eb3b6089b589a6cbbd246f0b50217d44e2d524a5b4820578a75943844541bf +size 38142 diff --git a/results/Timestral-28M/CPHL/15T/medium/config.json b/results/Timestral-28M/CPHL/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d9f20ef05dd1653a43dbc55e6f427d42cac46bed --- /dev/null +++ b/results/Timestral-28M/CPHL/15T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/CPHL/15T/medium/metrics.npz b/results/Timestral-28M/CPHL/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..20000c15e345efb834adae88c0de20a6c8f54451 --- /dev/null +++ b/results/Timestral-28M/CPHL/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f68104efe4fe66900e28e022d8898280f5d5485ea5beff2c3739121389cfe9a7 +size 3472 diff --git a/results/Timestral-28M/CPHL/15T/medium/predictions.npz b/results/Timestral-28M/CPHL/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3e79a33f66f87284d04fed25a7302fa8e112ba4d --- /dev/null +++ b/results/Timestral-28M/CPHL/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af745f75b3da526d52412ac7a44506a1aa53168310e208f0c4a6c09585fe142e +size 38945 diff --git a/results/Timestral-28M/CPHL/15T/short/config.json b/results/Timestral-28M/CPHL/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4d85c805306f782c293c42345cfd5f50b1824b31 --- /dev/null +++ b/results/Timestral-28M/CPHL/15T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/CPHL/15T/short/metrics.npz b/results/Timestral-28M/CPHL/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6e30bfd554cd400b7a13f2d75f53444a63c97008 --- /dev/null +++ b/results/Timestral-28M/CPHL/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d03d32cc0ac24e38a09ba69a18d2dbaec95bf0dddee50ec7c218ab0d470f43c7 +size 15737 diff --git a/results/Timestral-28M/CPHL/15T/short/predictions.npz b/results/Timestral-28M/CPHL/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..aadf46011f63a5e3e43939eec4921f4536630ee2 --- /dev/null +++ b/results/Timestral-28M/CPHL/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9691041528ed861da36f6318dd14f48d99d680a92bb99d90e66494d268a62082 +size 40013 diff --git a/results/Timestral-28M/CPHL/30T/long/config.json b/results/Timestral-28M/CPHL/30T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0574a6c3e9910fb9769c3450fb734c96ca94e219 --- /dev/null +++ b/results/Timestral-28M/CPHL/30T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/CPHL/30T/long/metrics.npz b/results/Timestral-28M/CPHL/30T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..19301c05e1656d5c0b4be193a76fbe474f2beb1a --- /dev/null +++ b/results/Timestral-28M/CPHL/30T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:796b42acc2245498f42f7558f89975707d336e96949b7d59b08f9997407e42b2 +size 2831 diff --git a/results/Timestral-28M/CPHL/30T/long/predictions.npz b/results/Timestral-28M/CPHL/30T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a19bc36517f3f3a406e30696ea8c91c337e66630 --- /dev/null +++ b/results/Timestral-28M/CPHL/30T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:868e36c3080c7858f53842057304bc1cc0a6fa1d8cfcad0c0a3192daf8ae23dd +size 39941 diff --git a/results/Timestral-28M/CPHL/30T/medium/config.json b/results/Timestral-28M/CPHL/30T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5ff2ad2761d2ec9d41954cceff4270fcb62a7bd1 --- /dev/null +++ b/results/Timestral-28M/CPHL/30T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/CPHL/30T/medium/metrics.npz b/results/Timestral-28M/CPHL/30T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5ac852dea108add689262cc10d546fc70d82a457 --- /dev/null +++ b/results/Timestral-28M/CPHL/30T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a30ab08a940d4ba48ffa8c7bd96666173628ba06916edcb471a20dd87d425ed +size 5466 diff --git a/results/Timestral-28M/CPHL/30T/medium/predictions.npz b/results/Timestral-28M/CPHL/30T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..26917e5ba3d496b09794032eb1506ba87e2c9251 --- /dev/null +++ b/results/Timestral-28M/CPHL/30T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f090e0b69dc52c75edab1ca23f43a6133b135205cc0ab8bf7701b0ecef120b48 +size 40376 diff --git a/results/Timestral-28M/CPHL/30T/short/config.json b/results/Timestral-28M/CPHL/30T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b38bf57ba78e4ab5e5be19a61fd5615fd4359263 --- /dev/null +++ b/results/Timestral-28M/CPHL/30T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/CPHL/30T/short/metrics.npz b/results/Timestral-28M/CPHL/30T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6ba1c3054124d4ed3636ecf84ae53e379bc8dea4 --- /dev/null +++ b/results/Timestral-28M/CPHL/30T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a85aa2959be76a0d6fe291138eab041192397c10c02e0a41099325f92e9f30c +size 15880 diff --git a/results/Timestral-28M/CPHL/30T/short/predictions.npz b/results/Timestral-28M/CPHL/30T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9482c079ad84d1368b7f07864af4539137d4ac38 --- /dev/null +++ b/results/Timestral-28M/CPHL/30T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:421268fc8dca0bf8073f7dbe5d51f035e7d826c99231d71be97137e10119378e +size 41381 diff --git a/results/Timestral-28M/CPHL/H/long/config.json b/results/Timestral-28M/CPHL/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2626c3d242812ca0585528de3da1a1694dad399d --- /dev/null +++ b/results/Timestral-28M/CPHL/H/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/CPHL/H/long/metrics.npz b/results/Timestral-28M/CPHL/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e2d7482805167775c57d97eb9bb298c7a4e3d690 --- /dev/null +++ b/results/Timestral-28M/CPHL/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ecf9a5b5ef52bcb10fb62af21484c2acb7f82442606e8b8d94f3debb90057401 +size 2035 diff --git a/results/Timestral-28M/CPHL/H/long/predictions.npz b/results/Timestral-28M/CPHL/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2fa4038c67aca1bbfb87e6231797d12f02f62575 --- /dev/null +++ b/results/Timestral-28M/CPHL/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c670ea85b2a44cab17f54dcef5a94437a6fe3e07a2ae951f557fa0b90de03980 +size 37641 diff --git a/results/Timestral-28M/CPHL/H/medium/config.json b/results/Timestral-28M/CPHL/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bc13694c4f2cdb9bdead3774d27280f7bb06829f --- /dev/null +++ b/results/Timestral-28M/CPHL/H/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/CPHL/H/medium/metrics.npz b/results/Timestral-28M/CPHL/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a7a87e40d0228cc6275bb83eb040fd50e383beb8 --- /dev/null +++ b/results/Timestral-28M/CPHL/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c486da9f63792636c630c230e9effd35518bd821e4c96036c5ba336bd64bdee0 +size 2556 diff --git a/results/Timestral-28M/CPHL/H/medium/predictions.npz b/results/Timestral-28M/CPHL/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e36211f892f2c696b82954d95b4bd19f0b6a2620 --- /dev/null +++ b/results/Timestral-28M/CPHL/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b69f9157f982f62a689cd4f98fb233c200886fae710c0a435bf0c447d07fe5e +size 38277 diff --git a/results/Timestral-28M/CPHL/H/short/config.json b/results/Timestral-28M/CPHL/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..23a2ba7e747f239a35504e540c68481e0cf3da75 --- /dev/null +++ b/results/Timestral-28M/CPHL/H/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/CPHL/H/short/metrics.npz b/results/Timestral-28M/CPHL/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..185620fe5909667c0e4e67d09b774230e352c224 --- /dev/null +++ b/results/Timestral-28M/CPHL/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1c828aba337422d4ce2a0d02704f485e4729fb3222a5f97398a1ed44bc0ef53 +size 8500 diff --git a/results/Timestral-28M/CPHL/H/short/predictions.npz b/results/Timestral-28M/CPHL/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..93d1175d4c683d2d84277a180c3d26cc8fd0ebec --- /dev/null +++ b/results/Timestral-28M/CPHL/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5a6a85a6b8ebfd4cc0ac531e9cf83f7aa1586d8465faaf191c3ef959f291385 +size 39198 diff --git a/results/Timestral-28M/Coastal_T_S/15T/long/config.json b/results/Timestral-28M/Coastal_T_S/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ca8130f0733b2dc277a37323b36823977052389b --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/15T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Coastal_T_S/15T/long/metrics.npz b/results/Timestral-28M/Coastal_T_S/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0c5c4dcb5ba75ccb3c06075d00e75acfd05a4649 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff66d2d89e511f7c640cefd3cc46945d34d2528a001000280fa064ccd506fb3d +size 6279 diff --git a/results/Timestral-28M/Coastal_T_S/15T/long/predictions.npz b/results/Timestral-28M/Coastal_T_S/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e9a06c1e452b9970e6f5cd7cc0528ff232aaddfa --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cda94fa7997b8536b792ccdec80c14bfd297a89fcb82a3aad9e10135422b5bee +size 88305 diff --git a/results/Timestral-28M/Coastal_T_S/15T/medium/config.json b/results/Timestral-28M/Coastal_T_S/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b6b38f38b904929e8f381f2000b1dc68e35700f4 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/15T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Coastal_T_S/15T/medium/metrics.npz b/results/Timestral-28M/Coastal_T_S/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cea4353ef4f6dbc1a8f241718e928e60a92a6f9b --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9db6263dbc87dd7c4699a131027cb2e5d885faacd123d0754b278bb34db0f1f0 +size 14839 diff --git a/results/Timestral-28M/Coastal_T_S/15T/medium/predictions.npz b/results/Timestral-28M/Coastal_T_S/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..55c0072091d72439c7a36646412061877605e09a --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42aeddcdfaf1ce44c73ed25dc024141f8837bc639b1a3cb1dc25d0dee3ad829a +size 96994 diff --git a/results/Timestral-28M/Coastal_T_S/15T/short/config.json b/results/Timestral-28M/Coastal_T_S/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8e3c1f35073624a687b6cd9220e6fdd78a25b46a --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/15T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Coastal_T_S/15T/short/metrics.npz b/results/Timestral-28M/Coastal_T_S/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..15b96ef4e6e6aae0c95a2aa55e472124adb30f81 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c8bd208a3bb0189875a8ceecf4acf8cfe086411cf13978bc805ed3a1987ea05 +size 102964 diff --git a/results/Timestral-28M/Coastal_T_S/15T/short/predictions.npz b/results/Timestral-28M/Coastal_T_S/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..43e54fa7f82896229ce15a50f89b9df9fcc540d0 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37da86b2f98e1885a29d192ecbc14a469f25a29573d1fc0e56c1950b6262aaea +size 125042 diff --git a/results/Timestral-28M/Coastal_T_S/20T/long/config.json b/results/Timestral-28M/Coastal_T_S/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..95c1efcf6925b2d43763ad5c61e29785cb1bace7 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/20T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Coastal_T_S/20T/long/metrics.npz b/results/Timestral-28M/Coastal_T_S/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..09554346fb0f6fe501a4d7afeb176984c3bd82f8 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c9f9a7dc39d9f744e40b0a0e41b107dc4dc109afc40f7af351995c3e25d60725 +size 2489 diff --git a/results/Timestral-28M/Coastal_T_S/20T/long/predictions.npz b/results/Timestral-28M/Coastal_T_S/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..62e80db817d51d71ab4dc550a2fffbf282a93b02 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c607f4c455e3e57ce35806e11da372741985f8f3169f8a1d50b87787fccdb5f +size 17836 diff --git a/results/Timestral-28M/Coastal_T_S/20T/medium/config.json b/results/Timestral-28M/Coastal_T_S/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..abb244ae9fb0dd773f67d6f62753036b05bde7e3 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/20T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Coastal_T_S/20T/medium/metrics.npz b/results/Timestral-28M/Coastal_T_S/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ba21f5f5a5a45ac04bd490ed77886be6eacde8e7 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf37d6714908395b65076fc590ba01ebcf3784d4a21a2bcb1a77615ad4e465bd +size 4352 diff --git a/results/Timestral-28M/Coastal_T_S/20T/medium/predictions.npz b/results/Timestral-28M/Coastal_T_S/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6e168ba81edf4515a7d51804530ee822c16f7e93 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e26234acae17fb27c8c6917d498ddc17cf0c8838a7114b1b1cda0adf7c70203 +size 18604 diff --git a/results/Timestral-28M/Coastal_T_S/20T/short/config.json b/results/Timestral-28M/Coastal_T_S/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fd5344e04cd57c819d27678a83cc479d7b9b9885 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/20T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Coastal_T_S/20T/short/metrics.npz b/results/Timestral-28M/Coastal_T_S/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..479f1d32c0234271b347125786e28ee794852130 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0da10bc6b350ba08d4b18e652233220c0f0a39f64ca6ac61ea3b39c04fd96416 +size 21615 diff --git a/results/Timestral-28M/Coastal_T_S/20T/short/predictions.npz b/results/Timestral-28M/Coastal_T_S/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7a8ce16fc7eb5504de033411a8b7643561fc99e1 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e792479ac4709b6138078c41976f52195cae46f973e0f784dcabf0871a24069 +size 20756 diff --git a/results/Timestral-28M/Coastal_T_S/5T/long/config.json b/results/Timestral-28M/Coastal_T_S/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..27e32be2871e392b1cacaffd60acd4813c727694 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/5T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Coastal_T_S/5T/long/metrics.npz b/results/Timestral-28M/Coastal_T_S/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..53766c748f441c43b3f8eed2a86a14b355bde326 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0297f00c04371c77c534334ea00e8f806bec5537136a4770ced51648fbbf319 +size 17740 diff --git a/results/Timestral-28M/Coastal_T_S/5T/long/predictions.npz b/results/Timestral-28M/Coastal_T_S/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0334c54e9bbc93ca361d58ef5de1c92847b3fbe6 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7f237e297625cc8b6a40b4ac0eb1279e88872261afaa7eb58f8c86f862ff64b +size 955698 diff --git a/results/Timestral-28M/Coastal_T_S/5T/medium/config.json b/results/Timestral-28M/Coastal_T_S/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..24db3e3d67376327818e3751b113ac8e58540bea --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/5T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Coastal_T_S/5T/medium/metrics.npz b/results/Timestral-28M/Coastal_T_S/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..54d7fb529b9df57860b20f3de2280f0229a83231 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff39d08ea643dc900231a0c4beaecb40520da80751933804e62f68822dd43240 +size 48424 diff --git a/results/Timestral-28M/Coastal_T_S/5T/medium/predictions.npz b/results/Timestral-28M/Coastal_T_S/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1f6a52aacf1db7f6e51b38c33dcb6e674f8fb8f0 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7032f22bfd99518c1ec6473571af1eef36b018cfd2780ffbd730d1d6e6ba0fc7 +size 977886 diff --git a/results/Timestral-28M/Coastal_T_S/5T/short/config.json b/results/Timestral-28M/Coastal_T_S/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..731f424a3e330789f21b8b1e28954a332514d77a --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/5T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Coastal_T_S/5T/short/metrics.npz b/results/Timestral-28M/Coastal_T_S/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..566419261f009a9f801dc86a32e1bc8faa229adf --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef16702439a237ad562a58b0efaf331b5730454eab33695dcda306265e0fcfa1 +size 367898 diff --git a/results/Timestral-28M/Coastal_T_S/5T/short/predictions.npz b/results/Timestral-28M/Coastal_T_S/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bc15fed199e0bfe73716094c6edf749f91ced688 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6db2aa978a6cd44c9d6b8367715242532c631535e73d1aa6a3b609e74693cf88 +size 1079260 diff --git a/results/Timestral-28M/Coastal_T_S/H/long/config.json b/results/Timestral-28M/Coastal_T_S/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..95bd5f3bfa250976466d15925cc19899edd4c268 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/H/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Coastal_T_S/H/long/metrics.npz b/results/Timestral-28M/Coastal_T_S/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5e026607a528090c665405ccf6a0f547d407708d --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6312c41d647575fd87142ed967f672e1bf921fe43e164e7d29bdcc0299dc8a9d +size 10389 diff --git a/results/Timestral-28M/Coastal_T_S/H/long/predictions.npz b/results/Timestral-28M/Coastal_T_S/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5b39ade96df92ed015a0ccf831f515b34a7a038e --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc11a484b2852aaceed75e3bccc73038c92ef34986587145e25f6c971a131f3e +size 258984 diff --git a/results/Timestral-28M/Coastal_T_S/H/medium/config.json b/results/Timestral-28M/Coastal_T_S/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..542f243524b789e1f1d12902deed3ff39c90e4ef --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/H/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Coastal_T_S/H/medium/metrics.npz b/results/Timestral-28M/Coastal_T_S/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a4d49aca6bf07eb6b3f32b179a54489653d44d12 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b6d6ad7da0006068237d5c18ae91e79749145ea4f16c9e70c19f941df8aa9f6 +size 18599 diff --git a/results/Timestral-28M/Coastal_T_S/H/medium/predictions.npz b/results/Timestral-28M/Coastal_T_S/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..af9e15978e81af90a23b9fd634fbb75308254b52 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c1bb713cf553a5d8284af03d7825ad00846cea9395a5755969528ae28d62705 +size 276811 diff --git a/results/Timestral-28M/Coastal_T_S/H/short/config.json b/results/Timestral-28M/Coastal_T_S/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..581a731851b433709a6ad9effb69b6087c29b8cd --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/H/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Coastal_T_S/H/short/metrics.npz b/results/Timestral-28M/Coastal_T_S/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2e675f2023eb86da8ce5027d0e1d28a8cdfd7ae1 --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:144b463b924b8e1deb01c3e5529e9cc2702fbc66cb5cc911153924f7fe5ca3a0 +size 115160 diff --git a/results/Timestral-28M/Coastal_T_S/H/short/predictions.npz b/results/Timestral-28M/Coastal_T_S/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e2eae60fc7eb9c550c1248d28d80af5205559abd --- /dev/null +++ b/results/Timestral-28M/Coastal_T_S/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6341aea0bcecf0168f65cda58140f7fcc7ecf4ee1f9072b17ad1df27f2a971bf +size 322764 diff --git a/results/Timestral-28M/Commodity_Import/M/short/config.json b/results/Timestral-28M/Commodity_Import/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5a3c733b806edafa95a4eabdbdac636fc71594fb --- /dev/null +++ b/results/Timestral-28M/Commodity_Import/M/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Commodity_Import/M/short/metrics.npz b/results/Timestral-28M/Commodity_Import/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..424a6b14754072ba711f1273c7a964039a302a8d --- /dev/null +++ b/results/Timestral-28M/Commodity_Import/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b5a9ffda1340906a3089955816778e2bbb41f6d97df8d1a6ad5a96e24c4bd06 +size 4089 diff --git a/results/Timestral-28M/Commodity_Import/M/short/predictions.npz b/results/Timestral-28M/Commodity_Import/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bb7cb44dab5e58db23102496a2b60dcf998145d4 --- /dev/null +++ b/results/Timestral-28M/Commodity_Import/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0100e9c24e2083109a3bfbb98fe15ccbd75fad655eae9db23b14853cf12456f7 +size 7870 diff --git a/results/Timestral-28M/Commodity_Production/M/short/config.json b/results/Timestral-28M/Commodity_Production/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dd7ebedcb323ea440a87043b9af349211118dc0d --- /dev/null +++ b/results/Timestral-28M/Commodity_Production/M/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Commodity_Production/M/short/metrics.npz b/results/Timestral-28M/Commodity_Production/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..907639006c7f3c0a711336a191845761f387867a --- /dev/null +++ b/results/Timestral-28M/Commodity_Production/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1df3fb19473dddbf249f266fbed2194ef6a792f49f2f09099beb3b0eedaa8373 +size 11184 diff --git a/results/Timestral-28M/Commodity_Production/M/short/predictions.npz b/results/Timestral-28M/Commodity_Production/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d506ac1c1d5bab878863bd72f5bb0330c486a30f --- /dev/null +++ b/results/Timestral-28M/Commodity_Production/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:775a534549dfa587e0b8d3aaf1522b379943773739ddc729e12919caf5ffc1b2 +size 29709 diff --git a/results/Timestral-28M/Crypto/D/short/config.json b/results/Timestral-28M/Crypto/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a8dbfb24aa1624b05a12338bfd03773d493a48ab --- /dev/null +++ b/results/Timestral-28M/Crypto/D/short/config.json @@ -0,0 +1,40 @@ +{ + "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, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Crypto/D/short/metrics.npz b/results/Timestral-28M/Crypto/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e28562713c054c1209a2c703331a602ac13b0ac3 --- /dev/null +++ b/results/Timestral-28M/Crypto/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff69639becfe6fb209e4de2e1d26c1aad1a8dffe588abb864126335186a00c72 +size 3836 diff --git a/results/Timestral-28M/Crypto/D/short/predictions.npz b/results/Timestral-28M/Crypto/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3f9a948a8d7ac46cecceb09ef676315eec82e86f --- /dev/null +++ b/results/Timestral-28M/Crypto/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57faf22d164ed9379f527f40eccfb0b0ee61a5dba8c8c5a8671566a6106158e6 +size 15330 diff --git a/results/Timestral-28M/ECDC_COVID/D/short/config.json b/results/Timestral-28M/ECDC_COVID/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..01799f12c219cb0cc44b8a11155ec232bd5ac348 --- /dev/null +++ b/results/Timestral-28M/ECDC_COVID/D/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/ECDC_COVID/D/short/metrics.npz b/results/Timestral-28M/ECDC_COVID/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..03a6cf695b8f1727e84319ca46c49fb7f5d2f5b1 --- /dev/null +++ b/results/Timestral-28M/ECDC_COVID/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de4ff2bc53f17bfecea95d5af0df0758208e947f7f792e2db5f0902e9e636123 +size 4438 diff --git a/results/Timestral-28M/ECDC_COVID/D/short/predictions.npz b/results/Timestral-28M/ECDC_COVID/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..5574f56cbf67409bdfc9580ac7d3630838479360 --- /dev/null +++ b/results/Timestral-28M/ECDC_COVID/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:74654c590d407aad6a6d7e0df602412692c02ecb0670bf5b2ce3824defb4b96c +size 21342 diff --git a/results/Timestral-28M/ECDC_COVID/W/short/config.json b/results/Timestral-28M/ECDC_COVID/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e6948fe521716a517c80c2af2cc20346d081fb2f --- /dev/null +++ b/results/Timestral-28M/ECDC_COVID/W/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/ECDC_COVID/W/short/metrics.npz b/results/Timestral-28M/ECDC_COVID/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b0cb9d21265a72fdbcd770dd9362bd5d80d3b8b4 --- /dev/null +++ b/results/Timestral-28M/ECDC_COVID/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ad84787825afd797b374b342ee166f96b7c2dacd2999e2af659219d22712bb0 +size 5697 diff --git a/results/Timestral-28M/ECDC_COVID/W/short/predictions.npz b/results/Timestral-28M/ECDC_COVID/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d7aa31fb21d50599cdaf61a8b86dea4050d59132 --- /dev/null +++ b/results/Timestral-28M/ECDC_COVID/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d796399d1756a569ac4f80bff4a53fa7f48aa84afd7eb233b70e309ea6ac720 +size 14054 diff --git a/results/Timestral-28M/EWELD_Load/15T/long/config.json b/results/Timestral-28M/EWELD_Load/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4739e7746a616a8144a9fca521d79c4a244ee967 --- /dev/null +++ b/results/Timestral-28M/EWELD_Load/15T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/EWELD_Load/15T/long/metrics.npz b/results/Timestral-28M/EWELD_Load/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..87f778e398ed4a12595e5c7490e12fa4ad303d5d --- /dev/null +++ b/results/Timestral-28M/EWELD_Load/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d5f3f6bcd3ea57a05de16d51907f3fe2db5fae567252513d1b42a265d6246ef +size 2841 diff --git a/results/Timestral-28M/EWELD_Load/15T/long/predictions.npz b/results/Timestral-28M/EWELD_Load/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b7e3f5b1331c103dc841521b8454e575a0bd4aa1 --- /dev/null +++ b/results/Timestral-28M/EWELD_Load/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d104403c1db0505d820a27fa563998b71bd662598670abd00745b74600e49380 +size 198514 diff --git a/results/Timestral-28M/EWELD_Load/15T/medium/config.json b/results/Timestral-28M/EWELD_Load/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4cd6db1523f4f00902a6dba51f58adaae9fb92bd --- /dev/null +++ b/results/Timestral-28M/EWELD_Load/15T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/EWELD_Load/15T/medium/metrics.npz b/results/Timestral-28M/EWELD_Load/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9d0ac7204767fc258cf2781b340bd35d92b6b66b --- /dev/null +++ b/results/Timestral-28M/EWELD_Load/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4fe9cf74e9387adf2ee31c9ba540d37c3c32a5f5d3fb56ada74b52058cc6a49 +size 10210 diff --git a/results/Timestral-28M/EWELD_Load/15T/medium/predictions.npz b/results/Timestral-28M/EWELD_Load/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7d15163660388c1c9d450e10e401b885e8780437 --- /dev/null +++ b/results/Timestral-28M/EWELD_Load/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0da5768705ff52cd0e2e7c7c69f32b884570651ed3216aa8c7daada7f467d44d +size 205511 diff --git a/results/Timestral-28M/EWELD_Load/15T/short/config.json b/results/Timestral-28M/EWELD_Load/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..af43084f990cf3990e4a5aeee915aab08f74ec09 --- /dev/null +++ b/results/Timestral-28M/EWELD_Load/15T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/EWELD_Load/15T/short/metrics.npz b/results/Timestral-28M/EWELD_Load/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..77087f55b5a5069ebe38c90acdd7388a6052139e --- /dev/null +++ b/results/Timestral-28M/EWELD_Load/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13c4b217660a0b82bbe635fcb7cb0a1b3bcd8dd427034b4e42bc24bc6c87fab1 +size 34428 diff --git a/results/Timestral-28M/EWELD_Load/15T/short/predictions.npz b/results/Timestral-28M/EWELD_Load/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ec122b96c56b4706845a9661e98e90721c67b7f0 --- /dev/null +++ b/results/Timestral-28M/EWELD_Load/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d177a8ff83c9984412cccad379a7ef639fb0bd1044801f95cf087f083cc5e3e +size 206567 diff --git a/results/Timestral-28M/Finland_Traffic/15T/long/config.json b/results/Timestral-28M/Finland_Traffic/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ac2c71fa49aeb178797ed18edf55a4d025616fdd --- /dev/null +++ b/results/Timestral-28M/Finland_Traffic/15T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Finland_Traffic/15T/long/metrics.npz b/results/Timestral-28M/Finland_Traffic/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..90819d2d6bddf9b6eeecf7622daf2de0e000fbfe --- /dev/null +++ b/results/Timestral-28M/Finland_Traffic/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41248d8e68c4da6877491750d17fd00a9d5855b68f621028bb037fe7ce2de148 +size 1768 diff --git a/results/Timestral-28M/Finland_Traffic/15T/long/predictions.npz b/results/Timestral-28M/Finland_Traffic/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..196816e89694d4c1e063d21706bb7ad87bcd959c --- /dev/null +++ b/results/Timestral-28M/Finland_Traffic/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e93c8a888c82187ce13ba0442391a902b7c2abb0bd980d8fb6a4d510c20d501 +size 41748 diff --git a/results/Timestral-28M/Finland_Traffic/15T/medium/config.json b/results/Timestral-28M/Finland_Traffic/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e7168b4944a53d1110bb3b2cedb36421dc831f9b --- /dev/null +++ b/results/Timestral-28M/Finland_Traffic/15T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Finland_Traffic/15T/medium/metrics.npz b/results/Timestral-28M/Finland_Traffic/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..229ca0a697da60ffdf5080c139027a2f2bb4b369 --- /dev/null +++ b/results/Timestral-28M/Finland_Traffic/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:241e1359357d161b1bb6a82a89d4d587192f2f5992486c9e21891b2333a51b79 +size 3508 diff --git a/results/Timestral-28M/Finland_Traffic/15T/medium/predictions.npz b/results/Timestral-28M/Finland_Traffic/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..83c29a8b47f3a8d576d44fedadf76cd558470276 --- /dev/null +++ b/results/Timestral-28M/Finland_Traffic/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c97309f504cfc9a38015087de8f6377f6953c8c6747d020dc37a4f5f9b2e90bf +size 46364 diff --git a/results/Timestral-28M/Finland_Traffic/15T/short/config.json b/results/Timestral-28M/Finland_Traffic/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..420ace6d1932f34f1944c148a56774e2a8766df8 --- /dev/null +++ b/results/Timestral-28M/Finland_Traffic/15T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Finland_Traffic/15T/short/metrics.npz b/results/Timestral-28M/Finland_Traffic/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..7ad019493cfaf97c04f9a7457426cb5b59e472e3 --- /dev/null +++ b/results/Timestral-28M/Finland_Traffic/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6c99da4fc980595da1b2383b256d79d70c0aad1222b691c14ad8eb472cb6084 +size 12621 diff --git a/results/Timestral-28M/Finland_Traffic/15T/short/predictions.npz b/results/Timestral-28M/Finland_Traffic/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..83b727d7866178112a394454789edccc73873a55 --- /dev/null +++ b/results/Timestral-28M/Finland_Traffic/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61a379e798b5c733b8d8773970f19129b2ce5a5324b22342e6f89b77fd7dbf4b +size 46452 diff --git a/results/Timestral-28M/Global_Influenza/W/short/config.json b/results/Timestral-28M/Global_Influenza/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9ef1fbd087a7fde2299ccd9e39f280beea090a17 --- /dev/null +++ b/results/Timestral-28M/Global_Influenza/W/short/config.json @@ -0,0 +1,40 @@ +{ + "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": "W", + "seasonality": 1, + "context_length": 197, + "metric_names": [ + "MSE", + "MAE", + "RMSE", + "MAPE", + "sMAPE", + "MASE", + "ND", + "CRPS" + ], + "prediction_scale_factor": 10.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Global_Influenza/W/short/metrics.npz b/results/Timestral-28M/Global_Influenza/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c2c535f37058c20ea285087d42d35ef9a399f590 --- /dev/null +++ b/results/Timestral-28M/Global_Influenza/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36c3c8008e368153bea2a4fe102d7fc26b6b830244c211901a62cc73290e6033 +size 15849 diff --git a/results/Timestral-28M/Global_Influenza/W/short/predictions.npz b/results/Timestral-28M/Global_Influenza/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..99c0177e8ae8737e52985d8eba2538f2d55d7bfe --- /dev/null +++ b/results/Timestral-28M/Global_Influenza/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e60dcc5467b87c2be252ab2cac9e8e8340c441ae60f258c9d014cc131512074 +size 51034 diff --git a/results/Timestral-28M/Global_Price/Q/short/config.json b/results/Timestral-28M/Global_Price/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7175d78d17377bd3054393426a1b340bb6c53703 --- /dev/null +++ b/results/Timestral-28M/Global_Price/Q/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Global_Price/Q/short/metrics.npz b/results/Timestral-28M/Global_Price/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..2b2e7ed2393114ed9773f0bddca2757d31ec47a9 --- /dev/null +++ b/results/Timestral-28M/Global_Price/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1796bea91f51ccce7e3cb5bc9b24d1aca275775465a8364f9ed1817174e38e5b +size 19094 diff --git a/results/Timestral-28M/Global_Price/Q/short/predictions.npz b/results/Timestral-28M/Global_Price/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9e1325cf3b9a4485edc5e59a93da3070b6445e81 --- /dev/null +++ b/results/Timestral-28M/Global_Price/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4ae8e4893282c39250e651459b6c32d6a4f4bff5f6478d68d4eb8686b87813b +size 20155 diff --git a/results/Timestral-28M/Housing_Inventory/M/short/config.json b/results/Timestral-28M/Housing_Inventory/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..73d732d74209868a3a63c49d165e0a9edd4fd0c9 --- /dev/null +++ b/results/Timestral-28M/Housing_Inventory/M/short/config.json @@ -0,0 +1,40 @@ +{ + "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, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Housing_Inventory/M/short/metrics.npz b/results/Timestral-28M/Housing_Inventory/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..c94377bc255d70d590109a8ddbffb5e8c0c44e00 --- /dev/null +++ b/results/Timestral-28M/Housing_Inventory/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0532ceca73af4075e1e93dc2c3660809e744ffdf770df83e3c3e1ce5082a66d1 +size 2272 diff --git a/results/Timestral-28M/Housing_Inventory/M/short/predictions.npz b/results/Timestral-28M/Housing_Inventory/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8b652859d7c5b808e71dc9c8f907f4aac2c3c67e --- /dev/null +++ b/results/Timestral-28M/Housing_Inventory/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:38e953c400077addd5d7c0f5f33c2b2f14df948c9df92eb3cd4d7d05bbdf0728 +size 2633 diff --git a/results/Timestral-28M/JOLTS/M/short/config.json b/results/Timestral-28M/JOLTS/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..770f8b6575f9164ad75eca05b21987c5812c730d --- /dev/null +++ b/results/Timestral-28M/JOLTS/M/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/JOLTS/M/short/metrics.npz b/results/Timestral-28M/JOLTS/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6709ab9927ba324421199988bcfd55fa0af29b87 --- /dev/null +++ b/results/Timestral-28M/JOLTS/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d87d3726563920502acad6b3cd3e6a2eed46c50f509172f192b8662702a02f4a +size 3428 diff --git a/results/Timestral-28M/JOLTS/M/short/predictions.npz b/results/Timestral-28M/JOLTS/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e37302925961366e8a8d00c77ec288f380826f42 --- /dev/null +++ b/results/Timestral-28M/JOLTS/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5701afd61b8536697d9f1ffd388a3767fb700ded358c9a54b8514abeef221cd +size 6001 diff --git a/results/Timestral-28M/Job_Claims/W/short/config.json b/results/Timestral-28M/Job_Claims/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bc118a846409dd2d683f273c9438940f0aa0e327 --- /dev/null +++ b/results/Timestral-28M/Job_Claims/W/short/config.json @@ -0,0 +1,40 @@ +{ + "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, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Job_Claims/W/short/metrics.npz b/results/Timestral-28M/Job_Claims/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..795372323ee28b71758a979a9b5ecb5e741b0848 --- /dev/null +++ b/results/Timestral-28M/Job_Claims/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6e7801ac62983ff7ba83ae2ad649faf1088da0fbfe5059e665fb3469806c0993 +size 2025 diff --git a/results/Timestral-28M/Job_Claims/W/short/predictions.npz b/results/Timestral-28M/Job_Claims/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..aae4022275ba36ad5f9908566baacf0496d87cc0 --- /dev/null +++ b/results/Timestral-28M/Job_Claims/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dba9e1c96cc583f673173bd83207f10e8bc6a4fc67e665f5469c423b8a408a2 +size 1651 diff --git a/results/Timestral-28M/MetroPT-3/5T/long/config.json b/results/Timestral-28M/MetroPT-3/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3a0e9d29027b43b0e1cee1ab67d55460e133d7ed --- /dev/null +++ b/results/Timestral-28M/MetroPT-3/5T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/MetroPT-3/5T/long/metrics.npz b/results/Timestral-28M/MetroPT-3/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..deed13d23a008a70c47b8b36daffb4b8900f855c --- /dev/null +++ b/results/Timestral-28M/MetroPT-3/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:93b329ae59f75b5786605d65050493a78d552096532c7b036cbc1e76d2e22749 +size 2707 diff --git a/results/Timestral-28M/MetroPT-3/5T/long/predictions.npz b/results/Timestral-28M/MetroPT-3/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ca78116be547e3862d549ea1cb86a4f1e6d67e97 --- /dev/null +++ b/results/Timestral-28M/MetroPT-3/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3cab75be0945b7a079ce80cf990e2baebd26e73c1c42cd1bb40d40274eacf24 +size 100672 diff --git a/results/Timestral-28M/MetroPT-3/5T/medium/config.json b/results/Timestral-28M/MetroPT-3/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..006a20171279f28e1c83afa8eb943b79eb0132b2 --- /dev/null +++ b/results/Timestral-28M/MetroPT-3/5T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/MetroPT-3/5T/medium/metrics.npz b/results/Timestral-28M/MetroPT-3/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..793cfc59ed555619e6499b951e0182145896a904 --- /dev/null +++ b/results/Timestral-28M/MetroPT-3/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0bf88ccfea0382e651b9e240e43d656e97960813dbfa97a544610e548032270c +size 3901 diff --git a/results/Timestral-28M/MetroPT-3/5T/medium/predictions.npz b/results/Timestral-28M/MetroPT-3/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7234c42e836dc33383324ce5f8e9886100537e6b --- /dev/null +++ b/results/Timestral-28M/MetroPT-3/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c646df9ff58a066b44012efa05a29749cddae4a950603cf383e25e2327182442 +size 106192 diff --git a/results/Timestral-28M/MetroPT-3/5T/short/config.json b/results/Timestral-28M/MetroPT-3/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..89c71046aced8087f714228969c0ea57f9e8441f --- /dev/null +++ b/results/Timestral-28M/MetroPT-3/5T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/MetroPT-3/5T/short/metrics.npz b/results/Timestral-28M/MetroPT-3/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..77f1e158cf6c82a183e97887087f044455e40d32 --- /dev/null +++ b/results/Timestral-28M/MetroPT-3/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e23387006b4c595ca641e5fe3ee278bb46244f8ee02cf34482f23a31b8db5415 +size 14404 diff --git a/results/Timestral-28M/MetroPT-3/5T/short/predictions.npz b/results/Timestral-28M/MetroPT-3/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7603710a86a41140acdb76e7bd164d68157e365b --- /dev/null +++ b/results/Timestral-28M/MetroPT-3/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50a0a39eccad88ead0ef91d9d1c90ee597bcc3de478887cfd97aad2809665577 +size 133033 diff --git a/results/Timestral-28M/NE_China_Wind/H/long/config.json b/results/Timestral-28M/NE_China_Wind/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f24f6c21469691be706daee0fe04a1830fe0b133 --- /dev/null +++ b/results/Timestral-28M/NE_China_Wind/H/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/NE_China_Wind/H/long/metrics.npz b/results/Timestral-28M/NE_China_Wind/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5fc3982962cb33380432411d2bd44e3565458f9b --- /dev/null +++ b/results/Timestral-28M/NE_China_Wind/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2870b77381a8def895be4baab1e7682e616ca723d5e78225c1892be957779a63 +size 2562 diff --git a/results/Timestral-28M/NE_China_Wind/H/long/predictions.npz b/results/Timestral-28M/NE_China_Wind/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a11948f7edba9726cf2b300be90d53eeb32fa26f --- /dev/null +++ b/results/Timestral-28M/NE_China_Wind/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f0b1d370be700e46f779510d99ad39974bf927ee7c05063cfef1d64a6531a253 +size 41416 diff --git a/results/Timestral-28M/NE_China_Wind/H/medium/config.json b/results/Timestral-28M/NE_China_Wind/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3bcf29dca4d87fbe82843ff6efeabfcdac077a1c --- /dev/null +++ b/results/Timestral-28M/NE_China_Wind/H/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/NE_China_Wind/H/medium/metrics.npz b/results/Timestral-28M/NE_China_Wind/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..db1f4df7a236dbd593de681d5aaed9c8c466b7f6 --- /dev/null +++ b/results/Timestral-28M/NE_China_Wind/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84c43079550424cf036c22457d727ebb08e0c267f963133130402ed8d4799e30 +size 4150 diff --git a/results/Timestral-28M/NE_China_Wind/H/medium/predictions.npz b/results/Timestral-28M/NE_China_Wind/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1c99dd828ab41cd1d119d463511f5f49e0ae7fbc --- /dev/null +++ b/results/Timestral-28M/NE_China_Wind/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2850ded6eb6307761d9cab112b1d1888b1c540bc4c1cbb5b15489f4d624d5032 +size 45388 diff --git a/results/Timestral-28M/NE_China_Wind/H/short/config.json b/results/Timestral-28M/NE_China_Wind/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3f3b74e3b18a10dc79390d2a8806bd74612fec87 --- /dev/null +++ b/results/Timestral-28M/NE_China_Wind/H/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/NE_China_Wind/H/short/metrics.npz b/results/Timestral-28M/NE_China_Wind/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd51fd45b9a06352e0c52c419ec73ff4583cf1cd --- /dev/null +++ b/results/Timestral-28M/NE_China_Wind/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab627d7af534553f5b468f43e18f17cc1332df83b3fe40b2c6b8d6c2787f8c93 +size 8948 diff --git a/results/Timestral-28M/NE_China_Wind/H/short/predictions.npz b/results/Timestral-28M/NE_China_Wind/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..a96ec22f37723fb1e04ed95fba17c521b0b46542 --- /dev/null +++ b/results/Timestral-28M/NE_China_Wind/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:679d4265d1adb7eebd8b61638564572ce1519975efc58906ae530210fc0e18a8 +size 45456 diff --git a/results/Timestral-28M/Oil_Price/B/short/config.json b/results/Timestral-28M/Oil_Price/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bfde07e9f556dde3b38ad02141e56efa24a162ee --- /dev/null +++ b/results/Timestral-28M/Oil_Price/B/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Oil_Price/B/short/metrics.npz b/results/Timestral-28M/Oil_Price/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a6540a894ad7086215cc0442ab9d452829db6f29 --- /dev/null +++ b/results/Timestral-28M/Oil_Price/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f0ec8e5dfacdb1182c825b37ce5349d6a97728ddac85c2e1be44221779b2f7f +size 26245 diff --git a/results/Timestral-28M/Oil_Price/B/short/predictions.npz b/results/Timestral-28M/Oil_Price/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ee1e2895f0a40c4daa1e6468029d9e07e5cfab11 --- /dev/null +++ b/results/Timestral-28M/Oil_Price/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c3c95dc7126373fff267289e5d11d9c5c786d7b92363bb492257b3316d26e98 +size 91828 diff --git a/results/Timestral-28M/Online_Retail_2_UCI/D/short/config.json b/results/Timestral-28M/Online_Retail_2_UCI/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..79f9a8a2748c0b7450b8e7fc7f65cdab51f48255 --- /dev/null +++ b/results/Timestral-28M/Online_Retail_2_UCI/D/short/config.json @@ -0,0 +1,40 @@ +{ + "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, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Online_Retail_2_UCI/D/short/metrics.npz b/results/Timestral-28M/Online_Retail_2_UCI/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..f33687496c8bf3e5ba783161f527c461a31f8387 --- /dev/null +++ b/results/Timestral-28M/Online_Retail_2_UCI/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88038fdc6fe12eeb7559f2ce68cfb8c7d115998c887a78375f116cc2cd5fc222 +size 1904 diff --git a/results/Timestral-28M/Online_Retail_2_UCI/D/short/predictions.npz b/results/Timestral-28M/Online_Retail_2_UCI/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..da3356e2d8d8323ed4d6690002907c6575effc4d --- /dev/null +++ b/results/Timestral-28M/Online_Retail_2_UCI/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3dcd5d9fac12b886f92d0f986bf7229f575262164f77dd98b6a9854b565bae7 +size 3224 diff --git a/results/Timestral-28M/OpenElectricity_NEM/5T/long/config.json b/results/Timestral-28M/OpenElectricity_NEM/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fed77fd0bc4d77e06194a1be31266aa9cb9c4c41 --- /dev/null +++ b/results/Timestral-28M/OpenElectricity_NEM/5T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/OpenElectricity_NEM/5T/long/metrics.npz b/results/Timestral-28M/OpenElectricity_NEM/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..50a3f13966b467c9d77962869edf605215e05e19 --- /dev/null +++ b/results/Timestral-28M/OpenElectricity_NEM/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a6e960cbc9a860ce09c8389f25a7475333c4261ddc2e32f773fab9ae8862ef38 +size 10238 diff --git a/results/Timestral-28M/OpenElectricity_NEM/5T/long/predictions.npz b/results/Timestral-28M/OpenElectricity_NEM/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3cbddfdaa5233c6428203b57ccb63450ca3854ef --- /dev/null +++ b/results/Timestral-28M/OpenElectricity_NEM/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8373373231faaf7f79dd17f61760bc4c70e24c35dbcaad7d6b1f6c983b869949 +size 582394 diff --git a/results/Timestral-28M/OpenElectricity_NEM/5T/medium/config.json b/results/Timestral-28M/OpenElectricity_NEM/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..da9425b6ebc916c90348d1a9709f99b020b3084b --- /dev/null +++ b/results/Timestral-28M/OpenElectricity_NEM/5T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/OpenElectricity_NEM/5T/medium/metrics.npz b/results/Timestral-28M/OpenElectricity_NEM/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1f4500cabd15743075398f1d58f5c372692d4247 --- /dev/null +++ b/results/Timestral-28M/OpenElectricity_NEM/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1d6de8c718e96c09069b9e8d0de8c8ef3c2cddb979cfc88b8d852732bb2737e +size 26283 diff --git a/results/Timestral-28M/OpenElectricity_NEM/5T/medium/predictions.npz b/results/Timestral-28M/OpenElectricity_NEM/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0fb0d7617abe0a4b2fe62f0c5965065a62addf7f --- /dev/null +++ b/results/Timestral-28M/OpenElectricity_NEM/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f2f88fa669506ddb96d3e0aaa307f1d2f2c9fd49b7e7bc7148197ae897360ba +size 566537 diff --git a/results/Timestral-28M/OpenElectricity_NEM/5T/short/config.json b/results/Timestral-28M/OpenElectricity_NEM/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..84019aa4eaaf168bf7350f346cddaba76e4751b3 --- /dev/null +++ b/results/Timestral-28M/OpenElectricity_NEM/5T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/OpenElectricity_NEM/5T/short/metrics.npz b/results/Timestral-28M/OpenElectricity_NEM/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..88cf6dbfc34842796067230de95f058efba7ff38 --- /dev/null +++ b/results/Timestral-28M/OpenElectricity_NEM/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f72adb2d3e633752cafb042e2d16ccb6de7877dd06419fc6543b873ce4877e00 +size 98077 diff --git a/results/Timestral-28M/OpenElectricity_NEM/5T/short/predictions.npz b/results/Timestral-28M/OpenElectricity_NEM/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..90812258f4e97e35c377f364c68a6844852480ed --- /dev/null +++ b/results/Timestral-28M/OpenElectricity_NEM/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b34a82a0951e08f143ac26dbc13cd4a015e2ac6e55870b56b288c25d388245c +size 558848 diff --git a/results/Timestral-28M/Port_Activity/D/short/config.json b/results/Timestral-28M/Port_Activity/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a3a8a956117d24398fbb9ccafe56c698f89184ab --- /dev/null +++ b/results/Timestral-28M/Port_Activity/D/short/config.json @@ -0,0 +1,40 @@ +{ + "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": 10.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Port_Activity/D/short/metrics.npz b/results/Timestral-28M/Port_Activity/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..482d041797d5ec1c4859789efd85330dfe05230f --- /dev/null +++ b/results/Timestral-28M/Port_Activity/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:488779317771ae077b113c2477d1548b9b1ac52c2c943cf2cb8bc50541118d7b +size 141152 diff --git a/results/Timestral-28M/Port_Activity/D/short/predictions.npz b/results/Timestral-28M/Port_Activity/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e4038e50c24e966ad6481b8fe606d3dba9d3cb20 --- /dev/null +++ b/results/Timestral-28M/Port_Activity/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a651f61cdfe59d078c7ff36a71d130561452e7ff1d6800ed0d248bdbb95d331a +size 1067670 diff --git a/results/Timestral-28M/Port_Activity/W/short/config.json b/results/Timestral-28M/Port_Activity/W/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b07ea2ba8c8894ee9470ba5081c79569e8c76760 --- /dev/null +++ b/results/Timestral-28M/Port_Activity/W/short/config.json @@ -0,0 +1,40 @@ +{ + "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, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Port_Activity/W/short/metrics.npz b/results/Timestral-28M/Port_Activity/W/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..0d79e6164ca86eef944be256cef1f26b6492498f --- /dev/null +++ b/results/Timestral-28M/Port_Activity/W/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d136aa2ea91f98753fd691582312c18710fa0b1a667ad1a194c140f58291a0d +size 47807 diff --git a/results/Timestral-28M/Port_Activity/W/short/predictions.npz b/results/Timestral-28M/Port_Activity/W/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c0c7c4d58c8c31da3785f27a345dab1e8e4194eb --- /dev/null +++ b/results/Timestral-28M/Port_Activity/W/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:641d5421dfbb4f24e450885c6ae3ffa4b19497146f9b5506e65cc7bc3c82ac57 +size 151145 diff --git a/results/Timestral-28M/SG_Carpark/15T/long/config.json b/results/Timestral-28M/SG_Carpark/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..decb7f02cc5488724c9a2007ab41e79e21b14a48 --- /dev/null +++ b/results/Timestral-28M/SG_Carpark/15T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/SG_Carpark/15T/long/metrics.npz b/results/Timestral-28M/SG_Carpark/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..78fc81bd531a4cd766d622a7f904ce394a0a6cd5 --- /dev/null +++ b/results/Timestral-28M/SG_Carpark/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:754179764a20a0b63408eaf27f7a4e9592fecbb59c6877ecd2a5a1d62247c1b9 +size 22677 diff --git a/results/Timestral-28M/SG_Carpark/15T/long/predictions.npz b/results/Timestral-28M/SG_Carpark/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..aef38e92cfb8a9969618a31784ec73c83f605ecc --- /dev/null +++ b/results/Timestral-28M/SG_Carpark/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b63b07ea4aed4bf6c4d72875fbfb7845e7d3b95aa45debbd6e545e09e9595b94 +size 2772999 diff --git a/results/Timestral-28M/SG_Carpark/15T/medium/config.json b/results/Timestral-28M/SG_Carpark/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6aedf18645f502d5a783de134f99ab4c7624fe8e --- /dev/null +++ b/results/Timestral-28M/SG_Carpark/15T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/SG_Carpark/15T/medium/metrics.npz b/results/Timestral-28M/SG_Carpark/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cf5690540f29050dd5fdddd4223eb30d4eef5264 --- /dev/null +++ b/results/Timestral-28M/SG_Carpark/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ec82ae19856dd4262e1c8984f9616744a5f138cba4a7bd6fc53b1fde9df8a0b +size 144917 diff --git a/results/Timestral-28M/SG_Carpark/15T/medium/predictions.npz b/results/Timestral-28M/SG_Carpark/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3db5854c6faebe44296b2901fd5b65d15d5f9fdd --- /dev/null +++ b/results/Timestral-28M/SG_Carpark/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59683c8eebc980f7feeae2aee2e4cc024476c6b4ffbdddc7345cd293b300c95e +size 2757887 diff --git a/results/Timestral-28M/SG_Carpark/15T/short/config.json b/results/Timestral-28M/SG_Carpark/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a294ddb7d9e3f17c52a6fdeed6cc51503a50c813 --- /dev/null +++ b/results/Timestral-28M/SG_Carpark/15T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/SG_Carpark/15T/short/metrics.npz b/results/Timestral-28M/SG_Carpark/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5626b48ac6a76e09b97a24db60ad4dfb5e23d0ee --- /dev/null +++ b/results/Timestral-28M/SG_Carpark/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d8519b407cab85ca82e53c22cec85e40a7915b619c716628e991484369d18dc3 +size 838498 diff --git a/results/Timestral-28M/SG_Carpark/15T/short/predictions.npz b/results/Timestral-28M/SG_Carpark/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b19fc5fadfe5d61516a63ca8b227b4c676ced6ae --- /dev/null +++ b/results/Timestral-28M/SG_Carpark/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9eca6d7c59447d720f6cd4e35cffacd11120195536b3e427b93e6a7234b0419f +size 2759873 diff --git a/results/Timestral-28M/SG_PM25/H/long/config.json b/results/Timestral-28M/SG_PM25/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d9e822556bbe4b31bf012089bf927dabd9fbfa12 --- /dev/null +++ b/results/Timestral-28M/SG_PM25/H/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/SG_PM25/H/long/metrics.npz b/results/Timestral-28M/SG_PM25/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..72bcb51a5347f327ea41d8218d576dc00e7e1182 --- /dev/null +++ b/results/Timestral-28M/SG_PM25/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98b382b62f7c9a412f45a57f60e8791f30163eb39a49daa14c513559d4ed6984 +size 5739 diff --git a/results/Timestral-28M/SG_PM25/H/long/predictions.npz b/results/Timestral-28M/SG_PM25/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..33206288daf16f7999c2e02388d536655d441c40 --- /dev/null +++ b/results/Timestral-28M/SG_PM25/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:044abbf4d1a76c5c6e808b59a7d3b7f713c362987628f56a35916d0a8b799efd +size 151237 diff --git a/results/Timestral-28M/SG_PM25/H/medium/config.json b/results/Timestral-28M/SG_PM25/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0c8e535961b50baf95f741d61b1275196cf7f106 --- /dev/null +++ b/results/Timestral-28M/SG_PM25/H/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/SG_PM25/H/medium/metrics.npz b/results/Timestral-28M/SG_PM25/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..01e3fae60612571648268804ce110e9d65edd529 --- /dev/null +++ b/results/Timestral-28M/SG_PM25/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8bcf3b3f5bf7a92dff8eab0561917f83ee460873300c440d1711725d32512689 +size 10650 diff --git a/results/Timestral-28M/SG_PM25/H/medium/predictions.npz b/results/Timestral-28M/SG_PM25/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f9ff8927aeded924d21ca4e52a5ed78db73f17cb --- /dev/null +++ b/results/Timestral-28M/SG_PM25/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f1332462892e9965c641fa8b7e3193f447d2436674aa4d149a118b9d9edd709 +size 153768 diff --git a/results/Timestral-28M/SG_PM25/H/short/config.json b/results/Timestral-28M/SG_PM25/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..285a4937c71156c8821a3a985529a23d81ee0420 --- /dev/null +++ b/results/Timestral-28M/SG_PM25/H/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/SG_PM25/H/short/metrics.npz b/results/Timestral-28M/SG_PM25/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..95f73f19b26341d7d67b5f5861585ff205c963f3 --- /dev/null +++ b/results/Timestral-28M/SG_PM25/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83c5e95450cba7b1a8ad7ccc4f3f99cc02a9367c16738f6709491c369d12f234 +size 28278 diff --git a/results/Timestral-28M/SG_PM25/H/short/predictions.npz b/results/Timestral-28M/SG_PM25/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8a920dd99aad8f6ec02412494b7158ca4ef14d8c --- /dev/null +++ b/results/Timestral-28M/SG_PM25/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de487312f14ec714d2a521b110d86368432a12188379f6c39e6d854864c261aa +size 158390 diff --git a/results/Timestral-28M/SG_Weather/D/long/config.json b/results/Timestral-28M/SG_Weather/D/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..665bc271d30253ea41a6faeeef5f916f12c26ecb --- /dev/null +++ b/results/Timestral-28M/SG_Weather/D/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/SG_Weather/D/long/metrics.npz b/results/Timestral-28M/SG_Weather/D/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5cd701a1df738fc0c6449082b16b48c9c1bc82a6 --- /dev/null +++ b/results/Timestral-28M/SG_Weather/D/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cad0275a6098298b138e5b9a5c311e4ad65c2d32bcc2c384a73c67b5588b9c9f +size 38038 diff --git a/results/Timestral-28M/SG_Weather/D/long/predictions.npz b/results/Timestral-28M/SG_Weather/D/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0dba466add1da1b62027fb039d31e3814880076e --- /dev/null +++ b/results/Timestral-28M/SG_Weather/D/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e1047e93cc54e1a2bba049fd02cecbb009ca358034da9047ed5307b5899bc8df +size 107970 diff --git a/results/Timestral-28M/SG_Weather/D/medium/config.json b/results/Timestral-28M/SG_Weather/D/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..68604baddf36710c64b74d621a081a6dbf9fcce9 --- /dev/null +++ b/results/Timestral-28M/SG_Weather/D/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/SG_Weather/D/medium/metrics.npz b/results/Timestral-28M/SG_Weather/D/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..9963bf97d44fad6f0a42ff4666b34fc9f95f246b --- /dev/null +++ b/results/Timestral-28M/SG_Weather/D/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a8aa8f950156cc50e0ca847babc4cbcce5a81472e0a2e89626497fd0de4fee7 +size 72561 diff --git a/results/Timestral-28M/SG_Weather/D/medium/predictions.npz b/results/Timestral-28M/SG_Weather/D/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2f04d098afa42ddc8e3ac55cbf902f52b4408812 --- /dev/null +++ b/results/Timestral-28M/SG_Weather/D/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63cfd2d5701d04ceafd5b15992cc5e980115fc6a8594c4b8ffea060a275d0208 +size 116258 diff --git a/results/Timestral-28M/SG_Weather/D/short/config.json b/results/Timestral-28M/SG_Weather/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c8c86fa9dbbd77820dd88d0d1d2ec712c0a15d91 --- /dev/null +++ b/results/Timestral-28M/SG_Weather/D/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/SG_Weather/D/short/metrics.npz b/results/Timestral-28M/SG_Weather/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..ba8b339c677ea62c2f31c57419792f93d076ea18 --- /dev/null +++ b/results/Timestral-28M/SG_Weather/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cfd5ff15c4da49fc8214f873d0a71b240e9ba7f7bdaaffeb07e034481082f1e8 +size 165969 diff --git a/results/Timestral-28M/SG_Weather/D/short/predictions.npz b/results/Timestral-28M/SG_Weather/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..87119848aa627bef182b44ddeaa54411486b711a --- /dev/null +++ b/results/Timestral-28M/SG_Weather/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:644af5488080adbcefc68b723b9eb763a87de9067375df4c0440b43266d94944 +size 127436 diff --git a/results/Timestral-28M/Smart_Manufacturing/H/long/config.json b/results/Timestral-28M/Smart_Manufacturing/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a1448e7cecf2abb89dafb0ed348e9eb1a88fd598 --- /dev/null +++ b/results/Timestral-28M/Smart_Manufacturing/H/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Smart_Manufacturing/H/long/metrics.npz b/results/Timestral-28M/Smart_Manufacturing/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6da9b3ae4b421f1405f37ebc11411b3d5d5efa3b --- /dev/null +++ b/results/Timestral-28M/Smart_Manufacturing/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e2fa078174f4e2d0af9bd19d7bf8511e6b3379670db1e669f90ae81d602ca1a +size 12141 diff --git a/results/Timestral-28M/Smart_Manufacturing/H/long/predictions.npz b/results/Timestral-28M/Smart_Manufacturing/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1261cfe48601be5308cc4b50e1a7cb44b88e8004 --- /dev/null +++ b/results/Timestral-28M/Smart_Manufacturing/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30eb3345555acdba681ca963aecefb936d2dd0e83f4d2abe95521cb4b87c2571 +size 382968 diff --git a/results/Timestral-28M/Smart_Manufacturing/H/medium/config.json b/results/Timestral-28M/Smart_Manufacturing/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ed6870b38021e310928922c4fbaa1e9ce964f7ba --- /dev/null +++ b/results/Timestral-28M/Smart_Manufacturing/H/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Smart_Manufacturing/H/medium/metrics.npz b/results/Timestral-28M/Smart_Manufacturing/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a5babe4915ce10a1e25aab6c6db429e475f110a8 --- /dev/null +++ b/results/Timestral-28M/Smart_Manufacturing/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80a022f6404c8a837e5ba29bc3458a19e322cff967aedca1c854c4a902df43f0 +size 22266 diff --git a/results/Timestral-28M/Smart_Manufacturing/H/medium/predictions.npz b/results/Timestral-28M/Smart_Manufacturing/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7c10781a17ad9ef9b5779e30ce15c5c814abe868 --- /dev/null +++ b/results/Timestral-28M/Smart_Manufacturing/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59857d6cad3bdb72a5bdef11110e6500eac736a9db8a3376dfd709391a57f80a +size 407111 diff --git a/results/Timestral-28M/Smart_Manufacturing/H/short/config.json b/results/Timestral-28M/Smart_Manufacturing/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c69724841b45798f3892ae09de2e995b711de5f7 --- /dev/null +++ b/results/Timestral-28M/Smart_Manufacturing/H/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Smart_Manufacturing/H/short/metrics.npz b/results/Timestral-28M/Smart_Manufacturing/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d9c58b098cf85ba31d8e5a518a00432b36643e0d --- /dev/null +++ b/results/Timestral-28M/Smart_Manufacturing/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c9df6db7670dd317b0a08a15c971322b29988b940bce3d8b555caba106f3d1e +size 140823 diff --git a/results/Timestral-28M/Smart_Manufacturing/H/short/predictions.npz b/results/Timestral-28M/Smart_Manufacturing/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6b81b2e8e835c57fd1892f766dba325af732e30e --- /dev/null +++ b/results/Timestral-28M/Smart_Manufacturing/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a02ec70831762fd7b3bf7708757f0d8758ce4b6b52559d7a629446517c67d9ca +size 525081 diff --git a/results/Timestral-28M/Supply_Chain_Customer/D/short/config.json b/results/Timestral-28M/Supply_Chain_Customer/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..47d7587d3af5aca42c6728b970438e491f35c499 --- /dev/null +++ b/results/Timestral-28M/Supply_Chain_Customer/D/short/config.json @@ -0,0 +1,40 @@ +{ + "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, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Supply_Chain_Customer/D/short/metrics.npz b/results/Timestral-28M/Supply_Chain_Customer/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..73267374e8bf9407c4ac1c9bf485132bee913e12 --- /dev/null +++ b/results/Timestral-28M/Supply_Chain_Customer/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b249440bac8224778de90b424299e7771b6715cfde1eafa3085144ad5c63ad25 +size 27078 diff --git a/results/Timestral-28M/Supply_Chain_Customer/D/short/predictions.npz b/results/Timestral-28M/Supply_Chain_Customer/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2ec2e94b4fd390fdcbe0c140057d0fd0599720ae --- /dev/null +++ b/results/Timestral-28M/Supply_Chain_Customer/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f50e29c0f6a9838ae8f8c2c1a9b28418b6e16b427166daaea81675008450411b +size 215666 diff --git a/results/Timestral-28M/Supply_Chain_Location/D/short/config.json b/results/Timestral-28M/Supply_Chain_Location/D/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..00b0a5dab844f854297d8daf930d7989e52f137f --- /dev/null +++ b/results/Timestral-28M/Supply_Chain_Location/D/short/config.json @@ -0,0 +1,40 @@ +{ + "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, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Supply_Chain_Location/D/short/metrics.npz b/results/Timestral-28M/Supply_Chain_Location/D/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..fa3f03d549f8a01581acda6b1ce0369d9318885f --- /dev/null +++ b/results/Timestral-28M/Supply_Chain_Location/D/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eeb12bef7e1d234ebd4f43666af8a641d007c661094a717646df87c7ff0765b7 +size 37474 diff --git a/results/Timestral-28M/Supply_Chain_Location/D/short/predictions.npz b/results/Timestral-28M/Supply_Chain_Location/D/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..86ca6f8f2cc5d71f47fa3b7d0eaecec3373c1e79 --- /dev/null +++ b/results/Timestral-28M/Supply_Chain_Location/D/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b7346ef39606603c8b99cc483c2b2e2ab700a2c4cf8f558941994ef247958c2 +size 303282 diff --git a/results/Timestral-28M/US_Labor/M/short/config.json b/results/Timestral-28M/US_Labor/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9ced7a5c9cde2defaed959ae5694ec095b7069af --- /dev/null +++ b/results/Timestral-28M/US_Labor/M/short/config.json @@ -0,0 +1,40 @@ +{ + "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, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/US_Labor/M/short/metrics.npz b/results/Timestral-28M/US_Labor/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e0e4d760e93f237d0460dc5d4b1655cb96954c43 --- /dev/null +++ b/results/Timestral-28M/US_Labor/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3c196ed49a3a181bf59840a2d40595072872b7b95e40032f4a74077580e5e64 +size 5933 diff --git a/results/Timestral-28M/US_Labor/M/short/predictions.npz b/results/Timestral-28M/US_Labor/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd898a5af1ded7ff8ef88bb808103393c643e265 --- /dev/null +++ b/results/Timestral-28M/US_Labor/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0ff2de400e259a51f458df853319823fdceb8f45cba0734538ae26cda7d871f +size 11959 diff --git a/results/Timestral-28M/US_Term_Structure/B/short/config.json b/results/Timestral-28M/US_Term_Structure/B/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9d4bd290222436032320508ebd95cb9084f3d13f --- /dev/null +++ b/results/Timestral-28M/US_Term_Structure/B/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/US_Term_Structure/B/short/metrics.npz b/results/Timestral-28M/US_Term_Structure/B/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..087aac78f9ba2335390669e2220bb03fd03f01b0 --- /dev/null +++ b/results/Timestral-28M/US_Term_Structure/B/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:157d324e66bf656e472351d8414a3eb68482bd7c6b5b26f5b580fdc142111094 +size 82813 diff --git a/results/Timestral-28M/US_Term_Structure/B/short/predictions.npz b/results/Timestral-28M/US_Term_Structure/B/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c8bdf7742deecfc18ae308b48daf298e7d462731 --- /dev/null +++ b/results/Timestral-28M/US_Term_Structure/B/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c62122a147ce104d7dec1d6959f0f84c8e5cd2ddae6adf8e0507e01a3f47ce63 +size 362855 diff --git a/results/Timestral-28M/Uncertainty_1M/M/short/config.json b/results/Timestral-28M/Uncertainty_1M/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..29516d5b08548ecd7de2d4891d08d2f300d47895 --- /dev/null +++ b/results/Timestral-28M/Uncertainty_1M/M/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Uncertainty_1M/M/short/metrics.npz b/results/Timestral-28M/Uncertainty_1M/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b0ad8fa88d065bdff01ac0195114a9ce47fd2b17 --- /dev/null +++ b/results/Timestral-28M/Uncertainty_1M/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:341692e28b038e1284e2e0bd0a8b19274be5b1b05c447428c2bf0655cfdd581e +size 2832 diff --git a/results/Timestral-28M/Uncertainty_1M/M/short/predictions.npz b/results/Timestral-28M/Uncertainty_1M/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..fe2f0b4f3afb97ca425ec09a7f5ee0bf05726fa9 --- /dev/null +++ b/results/Timestral-28M/Uncertainty_1M/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1183a41fa4d05bfdb28c9d3717593a6a28da7d531f3780e8a6980b36ce1dc193 +size 2234 diff --git a/results/Timestral-28M/Vehicle_Sales/M/short/config.json b/results/Timestral-28M/Vehicle_Sales/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..83c07cd79689cd04a3c1eec9c10e453073b85a17 --- /dev/null +++ b/results/Timestral-28M/Vehicle_Sales/M/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Vehicle_Sales/M/short/metrics.npz b/results/Timestral-28M/Vehicle_Sales/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d1a1811177da1074df19f5bc5ed4159c68d38d3d --- /dev/null +++ b/results/Timestral-28M/Vehicle_Sales/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc57eec281c35364b062509316cef18f1300e4afac2fc2002c43f664daa7c7bc +size 4726 diff --git a/results/Timestral-28M/Vehicle_Sales/M/short/predictions.npz b/results/Timestral-28M/Vehicle_Sales/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e990d34ca40f0f99c5c94cb35db181b32de74261 --- /dev/null +++ b/results/Timestral-28M/Vehicle_Sales/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:158e54cd9d52f8c9fc287c837074a922af87657d8beadd6d85c55f17bc5d0a39 +size 9373 diff --git a/results/Timestral-28M/Vehicle_Supply/M/short/config.json b/results/Timestral-28M/Vehicle_Supply/M/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c7312f722d43e7c6606e493b5db42f331e6bd77f --- /dev/null +++ b/results/Timestral-28M/Vehicle_Supply/M/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Vehicle_Supply/M/short/metrics.npz b/results/Timestral-28M/Vehicle_Supply/M/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..44458163a362c16892c5cd25ad1b743037a194bd --- /dev/null +++ b/results/Timestral-28M/Vehicle_Supply/M/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:daaa78ebbe1e0b6b4ff61a094f0192ec54d543811cb3d7d02d61689a24e38a99 +size 3448 diff --git a/results/Timestral-28M/Vehicle_Supply/M/short/predictions.npz b/results/Timestral-28M/Vehicle_Supply/M/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..721dcdb891c6aa966b84f1fa73cdc1ec7f54b47d --- /dev/null +++ b/results/Timestral-28M/Vehicle_Supply/M/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47441493785222db45444407808160b0710565b8c9f41ffc9adb3004a46d4f4a +size 6012 diff --git a/results/Timestral-28M/WUI_Global/Q/short/config.json b/results/Timestral-28M/WUI_Global/Q/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2f64d1391b4dddc67c4825799bd565530408f3a3 --- /dev/null +++ b/results/Timestral-28M/WUI_Global/Q/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/WUI_Global/Q/short/metrics.npz b/results/Timestral-28M/WUI_Global/Q/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..aba01e5955241803d605da0ef7cb1eb3416ec240 --- /dev/null +++ b/results/Timestral-28M/WUI_Global/Q/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b637044f1ebcd6f29c52e0f68ec54aa572148c48029acfdf710d8b83d603f98 +size 6265 diff --git a/results/Timestral-28M/WUI_Global/Q/short/predictions.npz b/results/Timestral-28M/WUI_Global/Q/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..3aef572c1fcc2868a39b6740ea9ef747351d45ba --- /dev/null +++ b/results/Timestral-28M/WUI_Global/Q/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a5277271faebaf49f41671f092423c344af482fd909a92a95008cd2294a1bc6 +size 5193 diff --git a/results/Timestral-28M/Water_Quality_Darwin/15T/long/config.json b/results/Timestral-28M/Water_Quality_Darwin/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..11cb25785b153fee956f40ee1971c9641f4922d8 --- /dev/null +++ b/results/Timestral-28M/Water_Quality_Darwin/15T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Water_Quality_Darwin/15T/long/metrics.npz b/results/Timestral-28M/Water_Quality_Darwin/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..a31dee363f69f5be5bda16a0ee654b579ec76c14 --- /dev/null +++ b/results/Timestral-28M/Water_Quality_Darwin/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28971ae753b94837bf4c723859f1fc33380db37cb0368eb7dfb986c7ce29f20a +size 14185 diff --git a/results/Timestral-28M/Water_Quality_Darwin/15T/long/predictions.npz b/results/Timestral-28M/Water_Quality_Darwin/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..9d3e7b5aceaae17776491a7e0ff8988f442d1428 --- /dev/null +++ b/results/Timestral-28M/Water_Quality_Darwin/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf3560144b6350e9d587bc091f6bbfefcb725f3a585a8942fa9600aa3a0435d7 +size 447139 diff --git a/results/Timestral-28M/Water_Quality_Darwin/15T/medium/config.json b/results/Timestral-28M/Water_Quality_Darwin/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2edda0aad7b2438443745574bd189158681ffe30 --- /dev/null +++ b/results/Timestral-28M/Water_Quality_Darwin/15T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Water_Quality_Darwin/15T/medium/metrics.npz b/results/Timestral-28M/Water_Quality_Darwin/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..01a5e0e1284bfac74d94d382b8b45e97f5ddab2f --- /dev/null +++ b/results/Timestral-28M/Water_Quality_Darwin/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:291b79ca3035b10fed1b35bd6745342558131ddb06c282d57dd0b8c641dbf40b +size 37904 diff --git a/results/Timestral-28M/Water_Quality_Darwin/15T/medium/predictions.npz b/results/Timestral-28M/Water_Quality_Darwin/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..585e10b081db189cd2dccb798143318b0cb49bbb --- /dev/null +++ b/results/Timestral-28M/Water_Quality_Darwin/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26fe35f588b5d2a61f87892dca60c447e534f123cbc251b384b49207ea469700 +size 464077 diff --git a/results/Timestral-28M/Water_Quality_Darwin/15T/short/config.json b/results/Timestral-28M/Water_Quality_Darwin/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..93f32a75a42185234c0a9d266bf9fd7df37954a3 --- /dev/null +++ b/results/Timestral-28M/Water_Quality_Darwin/15T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/Water_Quality_Darwin/15T/short/metrics.npz b/results/Timestral-28M/Water_Quality_Darwin/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..aa9a702f319023c1a43cdbe9b0092b1a0b0c1c88 --- /dev/null +++ b/results/Timestral-28M/Water_Quality_Darwin/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b59105fa16ccc5b0cc32b9bcda47dfc6b80206467f5431d0e2e9bc5437b0fe13 +size 214257 diff --git a/results/Timestral-28M/Water_Quality_Darwin/15T/short/predictions.npz b/results/Timestral-28M/Water_Quality_Darwin/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..6c92a2fe8c7e6bc8b72d7383e3cf6d6c5bae2b22 --- /dev/null +++ b/results/Timestral-28M/Water_Quality_Darwin/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:037ef8b2d7cd3dfd807e0ad5875a4b6f6ecbe0c69b57ab4ed06be3c5b76ab813 +size 497797 diff --git a/results/Timestral-28M/azure2019_D/5T/short/config.json b/results/Timestral-28M/azure2019_D/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..45b7bdb462f1de4bd06e534fb9e14a329ee8d900 --- /dev/null +++ b/results/Timestral-28M/azure2019_D/5T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/azure2019_D/5T/short/metrics.npz b/results/Timestral-28M/azure2019_D/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..63a40258db203b21928cef21e6859dfcd94a89c2 --- /dev/null +++ b/results/Timestral-28M/azure2019_D/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da4909a0c0b2d7bd20bec78e3adb67e2cc86a3a5927ef30831c5474c8262f5ec +size 522736 diff --git a/results/Timestral-28M/azure2019_D/5T/short/predictions.npz b/results/Timestral-28M/azure2019_D/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..dc83fc32f328a03cabf0e67f42a27693b1074ae3 --- /dev/null +++ b/results/Timestral-28M/azure2019_D/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:024cf485df79462e587ade0dce7613948555d6cfc00dff4039a23cd45f626abc +size 32061273 diff --git a/results/Timestral-28M/azure2019_I/5T/short/config.json b/results/Timestral-28M/azure2019_I/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ddf8f778c7fb59d4fc1dc919b25feb3db0e2a3b5 --- /dev/null +++ b/results/Timestral-28M/azure2019_I/5T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/azure2019_I/5T/short/metrics.npz b/results/Timestral-28M/azure2019_I/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5b4f5480837d9b51247f17b0d714f3f793adea02 --- /dev/null +++ b/results/Timestral-28M/azure2019_I/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d2ba331b0d6d16330a47692bb34de1da9668de9f9749c97bfd54796a0adfe3a +size 261064 diff --git a/results/Timestral-28M/azure2019_I/5T/short/predictions.npz b/results/Timestral-28M/azure2019_I/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..0793cd03e874f82188faad8d27c943a9fb0bc252 --- /dev/null +++ b/results/Timestral-28M/azure2019_I/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24428014d9b83eb5cd1a47cc6ddaed8ffcff154aff910bc0abc02d03956643b7 +size 15947003 diff --git a/results/Timestral-28M/azure2019_U/5T/short/config.json b/results/Timestral-28M/azure2019_U/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c6f95541466c110232b9b9fd25ea96a4a190b7fa --- /dev/null +++ b/results/Timestral-28M/azure2019_U/5T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/azure2019_U/5T/short/metrics.npz b/results/Timestral-28M/azure2019_U/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..e9492c4e3997f2eaedd568b074a8db73d7cc7f3a --- /dev/null +++ b/results/Timestral-28M/azure2019_U/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc374385207b1e9d905acecf0f119ce7b0890e76c9e46fcd14b54e44b2588c91 +size 83476 diff --git a/results/Timestral-28M/azure2019_U/5T/short/predictions.npz b/results/Timestral-28M/azure2019_U/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..1574a774e43ee46888ff4a8461e5a1c3ecf86039 --- /dev/null +++ b/results/Timestral-28M/azure2019_U/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83292d086b871c67e43a0693904d481da27a56ae12514b5907d4a99119678dea +size 884049 diff --git a/results/Timestral-28M/current_velocity/10T/long/config.json b/results/Timestral-28M/current_velocity/10T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..68e1328e669a36d19bcf5893267a9a2bf3882a9a --- /dev/null +++ b/results/Timestral-28M/current_velocity/10T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/10T/long/metrics.npz b/results/Timestral-28M/current_velocity/10T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5220fcd154aa2bf4533a82e31b3d7e904c7a9f30 --- /dev/null +++ b/results/Timestral-28M/current_velocity/10T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15937dee3fea06c67a767368a251c9530f6b4597e6bfc2293b11685b442cfdd5 +size 19737 diff --git a/results/Timestral-28M/current_velocity/10T/long/predictions.npz b/results/Timestral-28M/current_velocity/10T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..49901c7ff73f1c89ae719902c3ba2831efe8f8dc --- /dev/null +++ b/results/Timestral-28M/current_velocity/10T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:680322891eada627fcb0905fb10e709889dbf2336f21d0f0bb3519918b0a6756 +size 1500202 diff --git a/results/Timestral-28M/current_velocity/10T/medium/config.json b/results/Timestral-28M/current_velocity/10T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3bdf351481ecaf9db9abb8bd68c7694a944a856d --- /dev/null +++ b/results/Timestral-28M/current_velocity/10T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/10T/medium/metrics.npz b/results/Timestral-28M/current_velocity/10T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1668b1fed0d0a4ffb31a12875d3783c239c874ec --- /dev/null +++ b/results/Timestral-28M/current_velocity/10T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:adffba5ee92e926bf19de8cd1a938653f8a7526a7d3086eac85f75775527dca2 +size 54571 diff --git a/results/Timestral-28M/current_velocity/10T/medium/predictions.npz b/results/Timestral-28M/current_velocity/10T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..d4477e1a2e97b21b73052a6d3a0a8a4b813830ac --- /dev/null +++ b/results/Timestral-28M/current_velocity/10T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82bc3142966919c984a570ca42151b4a35dd01120aff414f84543dfc7b839607 +size 1529761 diff --git a/results/Timestral-28M/current_velocity/10T/short/config.json b/results/Timestral-28M/current_velocity/10T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1be01ff37326026c6eeb5ab36a88fd76c6710fb6 --- /dev/null +++ b/results/Timestral-28M/current_velocity/10T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/10T/short/metrics.npz b/results/Timestral-28M/current_velocity/10T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..430a48c7e67c01861bf36bbc21277627c96b0255 --- /dev/null +++ b/results/Timestral-28M/current_velocity/10T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c49e4c442968065f4004ad824d72e751279c85240dd7fb83a6368c493f0e89c +size 416061 diff --git a/results/Timestral-28M/current_velocity/10T/short/predictions.npz b/results/Timestral-28M/current_velocity/10T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..2d1d52bb52924fc2c639d3f3c355fa58b552667f --- /dev/null +++ b/results/Timestral-28M/current_velocity/10T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cf333cd5ae0477e9cf50443263a1d738bee669d4018b56d5b46ba0a161cb626 +size 1584001 diff --git a/results/Timestral-28M/current_velocity/15T/long/config.json b/results/Timestral-28M/current_velocity/15T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e9bd2f7686083b7d7cbbf7bb90e82113a5f6b662 --- /dev/null +++ b/results/Timestral-28M/current_velocity/15T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/15T/long/metrics.npz b/results/Timestral-28M/current_velocity/15T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1b1ff7b5eb50a76dbdd4d3dd739c2cf6f953c8a5 --- /dev/null +++ b/results/Timestral-28M/current_velocity/15T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9f11ebbead36ef635acf7f9d2bcc4926c0972f58977599d378da6a15486a59f +size 10847 diff --git a/results/Timestral-28M/current_velocity/15T/long/predictions.npz b/results/Timestral-28M/current_velocity/15T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..7e0ad7ba4d14e630e9d860fcd2cd537b77adc965 --- /dev/null +++ b/results/Timestral-28M/current_velocity/15T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a203ed48d57979b654b6c3a2c6c1fd9af58f30b16dd5e2ff917f2b4a8ca4b7d +size 446977 diff --git a/results/Timestral-28M/current_velocity/15T/medium/config.json b/results/Timestral-28M/current_velocity/15T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6504b85bd9e8d1479ad1988a88dcd4a27dc3c98d --- /dev/null +++ b/results/Timestral-28M/current_velocity/15T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/15T/medium/metrics.npz b/results/Timestral-28M/current_velocity/15T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..b73c11e11d028758375d653ba72883a243b1efce --- /dev/null +++ b/results/Timestral-28M/current_velocity/15T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35ab57363b09c31792b66bcdd30b3f9d5530e5c5b4589ae6614054e6730f09a6 +size 28279 diff --git a/results/Timestral-28M/current_velocity/15T/medium/predictions.npz b/results/Timestral-28M/current_velocity/15T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..ec7e496276c5cf168f7024d3a6e6b090bc5004d8 --- /dev/null +++ b/results/Timestral-28M/current_velocity/15T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92eeb3b7c9981664dc697c893ded03771ab1c27987ff76cee60236eba29e62cb +size 471903 diff --git a/results/Timestral-28M/current_velocity/15T/short/config.json b/results/Timestral-28M/current_velocity/15T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8851553e133b296530fbf99bdc02e9d8d015c833 --- /dev/null +++ b/results/Timestral-28M/current_velocity/15T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/15T/short/metrics.npz b/results/Timestral-28M/current_velocity/15T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..bf5e952691f1e6a923daa96e3efe541dcae0dcd7 --- /dev/null +++ b/results/Timestral-28M/current_velocity/15T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c54337cbebb8b7fdfb7415140d7db4c55a4a83338680e486ce7eeeb19dde24ce +size 208639 diff --git a/results/Timestral-28M/current_velocity/15T/short/predictions.npz b/results/Timestral-28M/current_velocity/15T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b9c65c344bcee7be9f139319559f34c964897289 --- /dev/null +++ b/results/Timestral-28M/current_velocity/15T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aca47a2206b6baa371f96e137c068d26c87155ff0f63d47cf0e0ae06179e9740 +size 510079 diff --git a/results/Timestral-28M/current_velocity/20T/long/config.json b/results/Timestral-28M/current_velocity/20T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7e9582924ae679fa0cbc14ba7551d628e2e2f0ae --- /dev/null +++ b/results/Timestral-28M/current_velocity/20T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/20T/long/metrics.npz b/results/Timestral-28M/current_velocity/20T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..d3ee7810acc9d4562ede4061e066fde6661f5aa8 --- /dev/null +++ b/results/Timestral-28M/current_velocity/20T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0acd9fb979e0653999f586652fc369a7de5706fb35528a42a360025f02c2ccc +size 49603 diff --git a/results/Timestral-28M/current_velocity/20T/long/predictions.npz b/results/Timestral-28M/current_velocity/20T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..685b691ff8aa49ac8a8d8110ea6d7d7cd32b5148 --- /dev/null +++ b/results/Timestral-28M/current_velocity/20T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f94e437ba6801c3ffb961e2b35d545f0cca74e04f6f41b80f0ce4b346b6c339 +size 2033960 diff --git a/results/Timestral-28M/current_velocity/20T/medium/config.json b/results/Timestral-28M/current_velocity/20T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..69e0b99463eb6db15a1ec06e3808bd7d31f79d68 --- /dev/null +++ b/results/Timestral-28M/current_velocity/20T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/20T/medium/metrics.npz b/results/Timestral-28M/current_velocity/20T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..49b600dcdc5a4181f8a506ae20e9f4032657b964 --- /dev/null +++ b/results/Timestral-28M/current_velocity/20T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42fbb4dd118f566340a37a58661b871e40be884100bea47778e234d62c3ea4b7 +size 143504 diff --git a/results/Timestral-28M/current_velocity/20T/medium/predictions.npz b/results/Timestral-28M/current_velocity/20T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..c09bb30230e537bad633b37b2c5c39cf62bee3f6 --- /dev/null +++ b/results/Timestral-28M/current_velocity/20T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f8e4a842c03ba02d2f4a3990e41823d4a98ea84eba1fa88b41b0ba01c92a56d +size 2094686 diff --git a/results/Timestral-28M/current_velocity/20T/short/config.json b/results/Timestral-28M/current_velocity/20T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3638e662ac6d98370e59074044c96a3b427cf3d8 --- /dev/null +++ b/results/Timestral-28M/current_velocity/20T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/20T/short/metrics.npz b/results/Timestral-28M/current_velocity/20T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..be284536b1eed08b2a0b769a6907831c84c9d0e4 --- /dev/null +++ b/results/Timestral-28M/current_velocity/20T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72e0df03994dbb2de614224653e9e50e039b6e1d23b1477a2f8d151c8c8fa043 +size 1113018 diff --git a/results/Timestral-28M/current_velocity/20T/short/predictions.npz b/results/Timestral-28M/current_velocity/20T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..e5e65bb6e7c3b55c0fd457e8e51d705e49bdaa33 --- /dev/null +++ b/results/Timestral-28M/current_velocity/20T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a8d485f461d851d672b077f4e418be1e35c0103b56c288106dfa18b14a1a1b7 +size 2218901 diff --git a/results/Timestral-28M/current_velocity/5T/long/config.json b/results/Timestral-28M/current_velocity/5T/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..43f7adf46ef840a3d556e50ed6d46a13c2abb28e --- /dev/null +++ b/results/Timestral-28M/current_velocity/5T/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/5T/long/metrics.npz b/results/Timestral-28M/current_velocity/5T/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..75e05135c8b09b64434156a9255927763a91bdb0 --- /dev/null +++ b/results/Timestral-28M/current_velocity/5T/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:38dab34a764a81396d4aeb513ff5a7e850908e77cc73db2fac3d6c79c1ce3685 +size 3507 diff --git a/results/Timestral-28M/current_velocity/5T/long/predictions.npz b/results/Timestral-28M/current_velocity/5T/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cf01b7eb96e6ceeaf289e9d2de7f8825590d86c6 --- /dev/null +++ b/results/Timestral-28M/current_velocity/5T/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b24162bd10bba72fe88f10c0b9f46b6a6727daa5519572291ab91f8e1462132 +size 220861 diff --git a/results/Timestral-28M/current_velocity/5T/medium/config.json b/results/Timestral-28M/current_velocity/5T/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c595848947be9cb7aa2b0be2ab63a1ce9aa5deef --- /dev/null +++ b/results/Timestral-28M/current_velocity/5T/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/5T/medium/metrics.npz b/results/Timestral-28M/current_velocity/5T/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..cf17a6e8693fc1957230de5a2f5a4a1a9a135ab7 --- /dev/null +++ b/results/Timestral-28M/current_velocity/5T/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98baaddea6b6618e10d31572884d580dbd68a86bd6f72f85bc75a9bab74b9895 +size 7245 diff --git a/results/Timestral-28M/current_velocity/5T/medium/predictions.npz b/results/Timestral-28M/current_velocity/5T/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..75ff13d2eb0d6a72e943e53fd9e03485d1fe4cef --- /dev/null +++ b/results/Timestral-28M/current_velocity/5T/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82087abcc774437c5161ce9a98024b08e0c479d2677f861fb404832050d394b4 +size 228291 diff --git a/results/Timestral-28M/current_velocity/5T/short/config.json b/results/Timestral-28M/current_velocity/5T/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9199883fc7eaad45e214488c699afb7f5b21f79d --- /dev/null +++ b/results/Timestral-28M/current_velocity/5T/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/5T/short/metrics.npz b/results/Timestral-28M/current_velocity/5T/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1cdb96ec0e27fb0d7453bfee7fdbf54d067fe5b0 --- /dev/null +++ b/results/Timestral-28M/current_velocity/5T/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3375f45ebfeb4ca7a2ba68e9e236dab39b09147ca88dd2c3af55eaa742bd5293 +size 43283 diff --git a/results/Timestral-28M/current_velocity/5T/short/predictions.npz b/results/Timestral-28M/current_velocity/5T/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..b111a6a16da74dd5a0ae8c7f55025a69bef9a75a --- /dev/null +++ b/results/Timestral-28M/current_velocity/5T/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd516da025bb341d15188ea7734918d6551eed600c6dd04364307a5639f64fb6 +size 252602 diff --git a/results/Timestral-28M/current_velocity/H/long/config.json b/results/Timestral-28M/current_velocity/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..564c332db5b34820e82649c62f8e4934c48f0da4 --- /dev/null +++ b/results/Timestral-28M/current_velocity/H/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/H/long/metrics.npz b/results/Timestral-28M/current_velocity/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..44af0305b4c415de7d5eab10451386aa17998b9f --- /dev/null +++ b/results/Timestral-28M/current_velocity/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22284624e612556fa70796da557bdefae3cb3cdaecfdd0de556ce93d2a1c94fb +size 16915 diff --git a/results/Timestral-28M/current_velocity/H/long/predictions.npz b/results/Timestral-28M/current_velocity/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..f4b5ef7b8c1f7027f41e8a3eda2f049be7be6ef6 --- /dev/null +++ b/results/Timestral-28M/current_velocity/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:725d239ef445e36d9ae2c76a0ff4a492d7581d38356d874bf99a254c5ab19943 +size 1075624 diff --git a/results/Timestral-28M/current_velocity/H/medium/config.json b/results/Timestral-28M/current_velocity/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..27f1ea07a3d60a258faf02df7c379f864577aca9 --- /dev/null +++ b/results/Timestral-28M/current_velocity/H/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/H/medium/metrics.npz b/results/Timestral-28M/current_velocity/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..1b43af86aefde4d2051902e31d4ca854cb2debce --- /dev/null +++ b/results/Timestral-28M/current_velocity/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f9408276a451906fae77afec695ba94be93f7490655cc0590f8aaf2e9752d9d +size 31643 diff --git a/results/Timestral-28M/current_velocity/H/medium/predictions.npz b/results/Timestral-28M/current_velocity/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..58b56767855d3f98944b6b1d64dd392d41c1a034 --- /dev/null +++ b/results/Timestral-28M/current_velocity/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:912597caad98e175ad0bc6cd781f2e411994df08995940cb3818916e7c76b6f9 +size 1101542 diff --git a/results/Timestral-28M/current_velocity/H/short/config.json b/results/Timestral-28M/current_velocity/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..651c70d2500d406566a6f21f614e77cfce23dd13 --- /dev/null +++ b/results/Timestral-28M/current_velocity/H/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/current_velocity/H/short/metrics.npz b/results/Timestral-28M/current_velocity/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..dd9171571667bc2d9714c4d4353030268eeec437 --- /dev/null +++ b/results/Timestral-28M/current_velocity/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3a27743682186c90bf2305c64a35a9ff09249e4b2661194aec12798b9f34001 +size 205789 diff --git a/results/Timestral-28M/current_velocity/H/short/predictions.npz b/results/Timestral-28M/current_velocity/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..8da763667329f7c5db691a192d18bc1c12576338 --- /dev/null +++ b/results/Timestral-28M/current_velocity/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc14b138de02cb806c551c8075f591a5866d891cbd7b2c83ef47f6485eaa03bf +size 1144902 diff --git a/results/Timestral-28M/epf_electricity_price/H/long/config.json b/results/Timestral-28M/epf_electricity_price/H/long/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5a98e3253ac236adc89bf32b2665b0a0decaa64c --- /dev/null +++ b/results/Timestral-28M/epf_electricity_price/H/long/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/epf_electricity_price/H/long/metrics.npz b/results/Timestral-28M/epf_electricity_price/H/long/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..4590b45b8439de642e00e45b7b0a1d2ee7939653 --- /dev/null +++ b/results/Timestral-28M/epf_electricity_price/H/long/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88ffa33ad0146b3cb59a92c34ddc6a630ff8624db40da09124c65c21366e084e +size 6336 diff --git a/results/Timestral-28M/epf_electricity_price/H/long/predictions.npz b/results/Timestral-28M/epf_electricity_price/H/long/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..bf6d503ff452efee68ffa9e9877e3878bb527694 --- /dev/null +++ b/results/Timestral-28M/epf_electricity_price/H/long/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8fa294cd13e0800ba6de9477d24d7862e008272a07dff3d37c4c638a52bf96c +size 175483 diff --git a/results/Timestral-28M/epf_electricity_price/H/medium/config.json b/results/Timestral-28M/epf_electricity_price/H/medium/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2785dedd3b4d6c91a88c7b2a393ef287bd164459 --- /dev/null +++ b/results/Timestral-28M/epf_electricity_price/H/medium/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/epf_electricity_price/H/medium/metrics.npz b/results/Timestral-28M/epf_electricity_price/H/medium/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..5ad32220414f5d678560e5079d0b1e396db465aa --- /dev/null +++ b/results/Timestral-28M/epf_electricity_price/H/medium/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:795dd8819ac6dfca132a10228d9d95d3fea2b646512cab71c2fa6b70e49991bf +size 12174 diff --git a/results/Timestral-28M/epf_electricity_price/H/medium/predictions.npz b/results/Timestral-28M/epf_electricity_price/H/medium/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..226d404689915f342fe3028be85839c455dfe3fd --- /dev/null +++ b/results/Timestral-28M/epf_electricity_price/H/medium/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa924586d8bcce144291bdf9de46ef8888207faf32f249b58c29651e00139173 +size 176030 diff --git a/results/Timestral-28M/epf_electricity_price/H/short/config.json b/results/Timestral-28M/epf_electricity_price/H/short/config.json new file mode 100644 index 0000000000000000000000000000000000000000..53a16a3c71cec7e8f3aa4d38e9f78b7e3c17bb6b --- /dev/null +++ b/results/Timestral-28M/epf_electricity_price/H/short/config.json @@ -0,0 +1,40 @@ +{ + "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" + ], + "prediction_scale_factor": 1.0, + "model": "Timestral-28M", + "model_id": "mistralai/Timestral-28M", + "max_context": 32768, + "per_shot_horizon_patches": 32, + "symmetric_averaging": true, + "clip_nonnegative": true, + "to_univariate": false +} \ No newline at end of file diff --git a/results/Timestral-28M/epf_electricity_price/H/short/metrics.npz b/results/Timestral-28M/epf_electricity_price/H/short/metrics.npz new file mode 100644 index 0000000000000000000000000000000000000000..6b82a3cefa8ac6c09df3e8c383fb90a03ca8fe8e --- /dev/null +++ b/results/Timestral-28M/epf_electricity_price/H/short/metrics.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4f607674d9f86683b604daed9486c31a02f51a8c552611ceb34db0fa6c68166 +size 32212 diff --git a/results/Timestral-28M/epf_electricity_price/H/short/predictions.npz b/results/Timestral-28M/epf_electricity_price/H/short/predictions.npz new file mode 100644 index 0000000000000000000000000000000000000000..cd0ec83551031012ccfd1b1e2c07c83869efb9a0 --- /dev/null +++ b/results/Timestral-28M/epf_electricity_price/H/short/predictions.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5d31387dd9de3c7021c60eb9bff305d6a3fdf89e1a7fbbc89d9c7572d53e37f +size 177037