Hugging Face's logo

krasserm
/
perceiver-io-optical-flow

Transformers
PyTorch
perceiver-io-optical-flow
Model card Files Community
perceiver-io-optical-flow
File size: 1,551 Bytes 
3f5c05f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
 
{
  "architectures": [
    "OpticalFlowPerceiver"
  ],
  "model_config": {
    "activation_checkpointing": false,
    "activation_offloading": false,
    "decoder": {
      "cross_attention_residual": false,
      "cross_attention_widening_factor": 1,
      "dropout": 0.1,
      "freeze": false,
      "image_shape": [
        368,
        496
      ],
      "init_scale": 0.02,
      "num_cross_attention_heads": 1,
      "num_cross_attention_qk_channels": 512,
      "num_cross_attention_v_channels": 512,
      "rescale_factor": 100.0
    },
    "encoder": {
      "cross_attention_widening_factor": 1,
      "dropout": 0.1,
      "first_cross_attention_layer_shared": false,
      "first_self_attention_block_shared": true,
      "freeze": false,
      "image_shape": [
        368,
        496
      ],
      "init_scale": 0.02,
      "num_cross_attention_heads": 1,
      "num_cross_attention_layers": 1,
      "num_cross_attention_qk_channels": null,
      "num_cross_attention_v_channels": null,
      "num_frequency_bands": 64,
      "num_patch_hidden_channels": 64,
      "num_patch_input_channels": 27,
      "num_self_attention_blocks": 1,
      "num_self_attention_heads": 16,
      "num_self_attention_layers_per_block": 24,
      "num_self_attention_qk_channels": null,
      "num_self_attention_v_channels": null,
      "self_attention_widening_factor": 1
    },
    "num_latent_channels": 512,
    "num_latents": 2048
  },
  "model_type": "perceiver-io-optical-flow",
  "torch_dtype": "float32",
  "transformers_version": "4.28.0"
}