Upload config.json to main

config.json

@@ -0,0 +1,104 @@
+{
+  "adaptive_patching_levels": 0,
+  "categorical_vocab_size_list": null,
+  "combine_quantiles_via_variance": true,
+  "context_length": 512,
+  "d_model": 128,
+  "decoder_adaptive_patching_levels": 0,
+  "decoder_d_model": 64,
+  "decoder_mode": "common_channel",
+  "decoder_num_layers": 4,
+  "decoder_raw_residual": false,
+  "decompose": true,
+  "distribution_output": "student_t",
+  "dropout": 0.2,
+  "enable_base_norm_always": false,
+  "enable_forecast_channel_mixing": false,
+  "exogenous_channel_indices": null,
+  "expansion_factor": 3,
+  "fcm_context_length": 1,
+  "fcm_gated_attn": true,
+  "fcm_mix_layers": 2,
+  "fcm_prepend_past": true,
+  "fcm_prepend_past_offset": null,
+  "fcm_use_mixer": false,
+  "fft_length": 0,
+  "forecast_loss_type": "joint",
+  "frequency_token_vocab_size": 5,
+  "gated_attn": true,
+  "head_dropout": 0.2,
+  "huber_delta": 1,
+  "init_embed": "pytorch",
+  "init_linear": "pytorch",
+  "init_processing": false,
+  "init_std": 0.02,
+  "joint_loss_weight": 1,
+  "light_mode": false,
+  "loss": "mae",
+  "mask_value": 0,
+  "masked_context_length": null,
+  "mode": "common_channel",
+  "model_type": "tinytimemixer",
+  "mq_cond_mode": "concat",
+  "mq_cond_path": "flatten",
+  "mq_decoder_d_model": 8,
+  "mq_eps": 1e-06,
+  "mq_hidden": 8,
+  "mq_kernel_size": 3,
+  "mq_q50_type": "mean",
+  "mq_use_decoder_pool": true,
+  "mq_use_positional": false,
+  "multi_quantile_head": true,
+  "multi_scale": true,
+  "norm_eps": 1e-05,
+  "norm_mlp": "LayerNorm",
+  "num_input_channels": 1,
+  "num_layers": 10,
+  "num_parallel_samples": 100,
+  "patch_last": true,
+  "patch_length": 9,
+  "patch_stride": 9,
+  "penalize_large_width_ratio": 0.0,
+  "point_extra_weight": 2,
+  "positional_encoding_type": "sincos",
+  "post_init": false,
+  "prediction_channel_indices": null,
+  "prediction_filter_length": null,
+  "prediction_length": 30,
+  "quantile": 0.5,
+  "quantile_levels": [
+    0.1,
+    0.2,
+    0.3,
+    0.4,
+    0.5,
+    0.6,
+    0.7,
+    0.8,
+    0.9
+  ],
+  "register_tokens": 2,
+  "residual_context_length": 90,
+  "residual_loss_weight": 1,
+  "resolution_prefix_tuning": false,
+  "scaling": "std",
+  "self_attn": false,
+  "self_attn_heads": 1,
+  "transformers_version": "4.38.0",
+  "trend_adaptive_patching_levels": null,
+  "trend_d_model": 8,
+  "trend_decoder_d_model": 8,
+  "trend_decoder_num_layers": 2,
+  "trend_fft_length": null,
+  "trend_head_d_model": null,
+  "trend_loss_weight": 1,
+  "trend_multi_scale": null,
+  "trend_num_layers": 10,
+  "trend_patch_length": 64,
+  "trend_patch_stride": 64,
+  "trend_register_tokens": 2,
+  "use_decoder": true,
+  "use_fft_embedding": true,
+  "use_positional_encoding": false,
+  "width_penalty_mode": "boundary"
+}