Upload PatchTSMixerForForecasting
Browse files- config.json +52 -0
- pytorch_model.bin +3 -0
config.json
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{
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"_name_or_path": "ibm/patchtsmixer-etth1-pretrain",
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"architectures": [
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"PatchTSMixerForForecasting"
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],
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"channel_consistent_masking": true,
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"d_size": "4D",
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"dropout": 0.5,
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"expansion_factor": 3,
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"forecast_channel_indices": null,
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"forecast_len": 96,
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"gated_attn": true,
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"head_agg": "max_pool",
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"head_dropout": 0.7,
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"in_channels": 7,
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"init_std": 0.02,
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"learn_pe": false,
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"mask_patch_ratios": [
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1,
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1
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],
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"mask_patches": [
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2,
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3
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],
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"mask_ratio": 0.5,
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"mask_type": "random",
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"mask_value": 0,
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"masked_loss": true,
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"mode": "common_channel",
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"model_type": "patchtsmixer",
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"n_classes": 3,
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"n_targets": 3,
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"norm_mlp": "LayerNorm",
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"num_features": 48,
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"num_layers": 2,
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"num_patches": 32,
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"output_range": null,
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"patch_last": true,
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"patch_len": 16,
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"pe": "zeros",
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"post_init": false,
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"revin": true,
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"seed_number": 42,
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"self_attn": false,
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"self_attn_heads": 1,
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"seq_len": 512,
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"stride": 16,
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"torch_dtype": "float32",
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"transformers_version": "4.33.0.dev0",
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"use_pe": false
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:552e937b569f48b4e2bac9f956be93b4e2ca62025f2e9d9c5320985763cbf152
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size 796665
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