unet

.gitattributes

@@ -36,3 +36,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 text_encoder/model.neuron filter=lfs diff=lfs merge=lfs -text
 vae_encoder/model.neuron filter=lfs diff=lfs merge=lfs -text
 vae_decoder/model.neuron filter=lfs diff=lfs merge=lfs -text
+unet/model.neuron filter=lfs diff=lfs merge=lfs -text

unet/config.json

@@ -0,0 +1,129 @@
+{
+  "_class_name": "UNet2DConditionModel",
+  "_commit_hash": null,
+  "_diffusers_version": "0.25.0",
+  "_name_or_path": "/home/ubuntu/.cache/huggingface/hub/models--runwayml--stable-diffusion-inpainting/snapshots/51388a731f57604945fddd703ecb5c50e8e7b49d/unet",
+  "_use_default_values": [
+    "attention_type",
+    "class_embeddings_concat",
+    "transformer_layers_per_block",
+    "addition_embed_type",
+    "conv_in_kernel",
+    "dropout",
+    "mid_block_only_cross_attention",
+    "time_embedding_dim",
+    "dual_cross_attention",
+    "projection_class_embeddings_input_dim",
+    "time_embedding_type",
+    "timestep_post_act",
+    "resnet_out_scale_factor",
+    "addition_time_embed_dim",
+    "encoder_hid_dim",
+    "use_linear_projection",
+    "num_class_embeds",
+    "encoder_hid_dim_type",
+    "conv_out_kernel",
+    "class_embed_type",
+    "upcast_attention",
+    "resnet_time_scale_shift",
+    "only_cross_attention",
+    "time_cond_proj_dim",
+    "reverse_transformer_layers_per_block",
+    "num_attention_heads",
+    "time_embedding_act_fn",
+    "mid_block_type",
+    "cross_attention_norm",
+    "addition_embed_type_num_heads",
+    "resnet_skip_time_act"
+  ],
+  "act_fn": "silu",
+  "addition_embed_type": null,
+  "addition_embed_type_num_heads": 64,
+  "addition_time_embed_dim": null,
+  "attention_head_dim": 8,
+  "attention_type": "default",
+  "block_out_channels": [
+    320,
+    640,
+    1280,
+    1280
+  ],
+  "center_input_sample": false,
+  "class_embed_type": null,
+  "class_embeddings_concat": false,
+  "conv_in_kernel": 3,
+  "conv_out_kernel": 3,
+  "cross_attention_dim": 768,
+  "cross_attention_norm": null,
+  "down_block_types": [
+    "CrossAttnDownBlock2D",
+    "CrossAttnDownBlock2D",
+    "CrossAttnDownBlock2D",
+    "DownBlock2D"
+  ],
+  "downsample_padding": 1,
+  "dropout": 0.0,
+  "dual_cross_attention": false,
+  "encoder_hid_dim": null,
+  "encoder_hid_dim_type": null,
+  "flip_sin_to_cos": true,
+  "freq_shift": 0,
+  "in_channels": 9,
+  "layers_per_block": 2,
+  "mid_block_only_cross_attention": null,
+  "mid_block_scale_factor": 1,
+  "mid_block_type": "UNetMidBlock2DCrossAttn",
+  "neuron": {
+    "auto_cast": "matmul",
+    "auto_cast_type": "bf16",
+    "compiler_type": "neuronx-cc",
+    "compiler_version": "2.12.68.0+4480452af",
+    "dynamic_batch_size": false,
+    "input_names": [
+      "sample",
+      "timestep",
+      "encoder_hidden_states"
+    ],
+    "model_type": "unet",
+    "optlevel": "2",
+    "output_attentions": false,
+    "output_hidden_states": false,
+    "output_names": [
+      "sample"
+    ],
+    "static_batch_size": 1,
+    "static_height": 128,
+    "static_num_beams": 1,
+    "static_num_channels": 9,
+    "static_sequence_length": 77,
+    "static_width": 128
+  },
+  "norm_eps": 1e-05,
+  "norm_num_groups": 32,
+  "num_attention_heads": null,
+  "num_class_embeds": null,
+  "only_cross_attention": false,
+  "out_channels": 4,
+  "projection_class_embeddings_input_dim": null,
+  "resnet_out_scale_factor": 1.0,
+  "resnet_skip_time_act": false,
+  "resnet_time_scale_shift": "default",
+  "reverse_transformer_layers_per_block": null,
+  "sample_size": 64,
+  "task": "semantic-segmentation",
+  "time_cond_proj_dim": null,
+  "time_embedding_act_fn": null,
+  "time_embedding_dim": null,
+  "time_embedding_type": "positional",
+  "timestep_post_act": null,
+  "transformer_layers_per_block": 1,
+  "transformers_version": null,
+  "up_block_types": [
+    "UpBlock2D",
+    "CrossAttnUpBlock2D",
+    "CrossAttnUpBlock2D",
+    "CrossAttnUpBlock2D"
+  ],
+  "upcast_attention": false,
+  "use_linear_projection": false
+}

unet/model.neuron

@@ -0,0 +1,3 @@
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