ajati commited on
Commit
9423ab4
1 Parent(s): 9906e60

Upload PatchTSMixerForForecasting

Browse files
Files changed (3) hide show
  1. config.json +7 -4
  2. generation_config.json +4 -0
  3. pytorch_model.bin +2 -2
config.json CHANGED
@@ -4,7 +4,7 @@
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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,
@@ -12,9 +12,10 @@
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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
@@ -34,6 +35,7 @@
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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,
@@ -41,12 +43,13 @@
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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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  "PatchTSMixerForForecasting"
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  ],
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  "channel_consistent_masking": true,
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+ "distribution_output": "student_t",
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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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  "gated_attn": true,
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  "head_agg": "max_pool",
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  "head_dropout": 0.7,
 
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  "init_std": 0.02,
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+ "input_size": 7,
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  "learn_pe": false,
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+ "loss": "mse",
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  "mask_patch_ratios": [
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  1,
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  1
 
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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_parallel_samples": 100,
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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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  "pe": "zeros",
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  "post_init": false,
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  "revin": true,
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+ "scaling": "std",
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+ "seed_number": null,
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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": "4.35.0.dev0",
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  "use_pe": false
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  }
generation_config.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
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+ {
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+ "_from_model_config": true,
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+ "transformers_version": "4.35.0.dev0"
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+ }
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
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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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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:684fb8f2ee6e38ab430e77a4e8cd86028c34a150d1251f7d2a624f4de0e8c9c8
3
+ size 796601