Text-to-Image
Diffusers
OpenVINO
ZImagePipeline
int4
optimum
optimum-intel
nncf
z-image
transformer
cpu
Instructions to use HelloSun/Z-Image-Turbo-OpenVINO-INT4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use HelloSun/Z-Image-Turbo-OpenVINO-INT4 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("HelloSun/Z-Image-Turbo-OpenVINO-INT4", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Download vae_encoder/openvino_model.xml from HelloSun/Z-Image-Turbo-OpenVINO-INT4: direct link, hf CLI and curl.
- Browser
- Download file 245 kB
-
https://huggingface.co/HelloSun/Z-Image-Turbo-OpenVINO-INT4/resolve/main/vae_encoder/openvino_model.xml
- Command line
-
hf download hf://HelloSun/Z-Image-Turbo-OpenVINO-INT4/vae_encoder/openvino_model.xml
-
curl -L -o openvino_model.xml https://huggingface.co/HelloSun/Z-Image-Turbo-OpenVINO-INT4/resolve/main/vae_encoder/openvino_model.xml
245 kB
| <net name="Model6" version="11"> | |
| <layers> | |
| <layer id="0" name="sample" type="Parameter" version="opset1"> | |
| <data shape="?,3,?,?" element_type="f32" /> | |
| <output> | |
| <port id="0" precision="FP32" names="sample"> | |
| <dim>-1</dim> | |
| <dim>3</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="1" name="self.encoder.conv_in.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="i8" shape="128, 3, 3, 3" offset="0" size="3456" /> | |
| <output> | |
| <port id="0" precision="I8"> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="2" name="Convert_2121026" type="Convert" version="opset1"> | |
| <data destination_type="f16" /> | |
| <input> | |
| <port id="0" precision="I8"> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="1" precision="FP16"> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="3" name="self.encoder.conv_in.weight_compressed/scale" type="Const" version="opset1"> | |
| <data element_type="f16" shape="128, 1, 1, 1" offset="3456" size="256" /> | |
| <output> | |
| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="4" name="self.encoder.conv_in.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| <port id="1" precision="FP16"> | |
| <dim>128</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="2" precision="FP16"> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="5" name="self.encoder.conv_in.weight" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
| <rt_info> | |
| <attribute name="decompression" version="0" /> | |
| </rt_info> | |
| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="6" name="__module.encoder.conv_in/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
| <data strides="1, 1" dilations="1, 1" pads_begin="1, 1" pads_end="1, 1" auto_pad="explicit" /> | |
| <input> | |
| <port id="0" precision="FP32"> | |
| <dim>-1</dim> | |
| <dim>3</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| <port id="1" precision="FP32"> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="2" precision="FP32"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="7" name="__module.encoder.conv_in/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="1, 128, 1, 1" offset="3712" size="256" /> | |
| <output> | |
| <port id="0" precision="FP16"> | |
| <dim>1</dim> | |
| <dim>128</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="8" name="__module.encoder.conv_in/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
| <rt_info> | |
| <attribute name="decompression" version="0" /> | |
| </rt_info> | |
| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>1</dim> | |
| <dim>128</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>1</dim> | |
| <dim>128</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="9" name="__module.encoder.conv_in/aten::_convolution/Add" type="Add" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
| <input> | |
| <port id="0" precision="FP32"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| <port id="1" precision="FP32"> | |
| <dim>1</dim> | |
| <dim>128</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="2" precision="FP32" names="40,input.1"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="10" name="self.encoder.down_blocks.0.resnets.0.norm1.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="128" offset="3968" size="256" /> | |
| <output> | |
| <port id="0" precision="FP16" names="self.encoder.down_blocks.0.resnets.0.norm1.weight"> | |
| <dim>128</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="11" name="self.encoder.down_blocks.0.resnets.0.norm1.weight" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
| <rt_info> | |
| <attribute name="decompression" version="0" /> | |
| </rt_info> | |
| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>128</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="12" name="self.encoder.down_blocks.0.resnets.0.norm1.bias_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="128" offset="4224" size="256" /> | |
| <output> | |
| <port id="0" precision="FP16" names="self.encoder.down_blocks.0.resnets.0.norm1.bias"> | |
| <dim>128</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="13" name="self.encoder.down_blocks.0.resnets.0.norm1.bias" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
| <rt_info> | |
| <attribute name="decompression" version="0" /> | |
| </rt_info> | |
| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>128</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="14" name="__module.encoder.down_blocks.0.resnets.0.norm1/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
| <data num_groups="32" epsilon="9.9999999747524271e-07" /> | |
| <input> | |
| <port id="0" precision="FP32"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| <port id="1" precision="FP32"> | |
| <dim>128</dim> | |
| </port> | |
| <port id="2" precision="FP32"> | |
| <dim>128</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="3" precision="FP32" names="55,input.3"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="15" name="__module.encoder.down_blocks.0.resnets.0.nonlinearity/aten::silu/Swish" type="Swish" version="opset4"> | |
| <input> | |
| <port id="0" precision="FP32"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="1" precision="FP32" names="56,input.5"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="16" name="self.encoder.down_blocks.0.resnets.0.conv1.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="i8" shape="128, 128, 3, 3" offset="4480" size="147456" /> | |
| <output> | |
| <port id="0" precision="I8"> | |
| <dim>128</dim> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="17" name="Convert_2083367" type="Convert" version="opset1"> | |
| <data destination_type="f16" /> | |
| <input> | |
| <port id="0" precision="I8"> | |
| <dim>128</dim> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="1" precision="FP16"> | |
| <dim>128</dim> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="18" name="self.encoder.down_blocks.0.resnets.0.conv1.weight_compressed/scale" type="Const" version="opset1"> | |
| <data element_type="f16" shape="128, 1, 1, 1" offset="151936" size="256" /> | |
| <output> | |
| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="19" name="self.encoder.down_blocks.0.resnets.0.conv1.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| <port id="1" precision="FP16"> | |
| <dim>128</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="2" precision="FP16"> | |
| <dim>128</dim> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="20" name="self.encoder.down_blocks.0.resnets.0.conv1.weight" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
| <rt_info> | |
| <attribute name="decompression" version="0" /> | |
| </rt_info> | |
| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>128</dim> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="21" name="__module.encoder.down_blocks.0.resnets.0.conv1/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
| <data strides="1, 1" dilations="1, 1" pads_begin="1, 1" pads_end="1, 1" auto_pad="explicit" /> | |
| <input> | |
| <port id="0" precision="FP32"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| <port id="1" precision="FP32"> | |
| <dim>128</dim> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="2" precision="FP32"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="22" name="__module.encoder.down_blocks.0.resnets.0.conv1/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="1, 128, 1, 1" offset="152192" size="256" /> | |
| <output> | |
| <port id="0" precision="FP16"> | |
| <dim>1</dim> | |
| <dim>128</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="23" name="__module.encoder.down_blocks.0.resnets.0.conv1/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
| <rt_info> | |
| <attribute name="decompression" version="0" /> | |
| </rt_info> | |
| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>1</dim> | |
| <dim>128</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>1</dim> | |
| <dim>128</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="24" name="__module.encoder.down_blocks.0.resnets.0.conv1/aten::_convolution/Add" type="Add" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
| <input> | |
| <port id="0" precision="FP32"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| <port id="1" precision="FP32"> | |
| <dim>1</dim> | |
| <dim>128</dim> | |
| <dim>1</dim> | |
| <dim>1</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="2" precision="FP32" names="63,input.7"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="25" name="self.encoder.down_blocks.0.resnets.0.norm2.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="128" offset="152448" size="256" /> | |
| <output> | |
| <port id="0" precision="FP16" names="self.encoder.down_blocks.0.resnets.0.norm2.weight"> | |
| <dim>128</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="26" name="self.encoder.down_blocks.0.resnets.0.norm2.weight" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
| <rt_info> | |
| <attribute name="decompression" version="0" /> | |
| </rt_info> | |
| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>128</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="27" name="self.encoder.down_blocks.0.resnets.0.norm2.bias_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="128" offset="152704" size="256" /> | |
| <output> | |
| <port id="0" precision="FP16" names="self.encoder.down_blocks.0.resnets.0.norm2.bias"> | |
| <dim>128</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="28" name="self.encoder.down_blocks.0.resnets.0.norm2.bias" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
| <rt_info> | |
| <attribute name="decompression" version="0" /> | |
| </rt_info> | |
| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>128</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="29" name="__module.encoder.down_blocks.0.resnets.0.norm2/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
| <data num_groups="32" epsilon="9.9999999747524271e-07" /> | |
| <input> | |
| <port id="0" precision="FP32"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| <port id="1" precision="FP32"> | |
| <dim>128</dim> | |
| </port> | |
| <port id="2" precision="FP32"> | |
| <dim>128</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="3" precision="FP32" names="66,input.9"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="30" name="__module.encoder.down_blocks.0.resnets.0.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4"> | |
| <input> | |
| <port id="0" precision="FP32"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| </input> | |
| <output> | |
| <port id="1" precision="FP32" names="67,input.11"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
| <dim>-1</dim> | |
| <dim>-1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="31" name="self.encoder.down_blocks.0.resnets.0.conv2.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="i8" shape="128, 128, 3, 3" offset="152960" size="147456" /> | |
| <output> | |
| <port id="0" precision="I8"> | |
| <dim>128</dim> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="32" name="Convert_2088746" type="Convert" version="opset1"> | |
| <data destination_type="f16" /> | |
| <input> | |
| <port id="0" precision="I8"> | |
| <dim>128</dim> | |
| <dim>128</dim> | |
| <dim>3</dim> | |
| <dim>3</dim> | |
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| <layer id="35" name="self.encoder.down_blocks.0.resnets.0.conv2.weight" type="Convert" version="opset1"> | |
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| <layer id="38" name="__module.encoder.down_blocks.0.resnets.0.conv2/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
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| <layer id="39" name="__module.encoder.down_blocks.0.resnets.0.conv2/aten::_convolution/Add" type="Add" version="opset1"> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="40" name="__module.encoder.down_blocks.0.resnets.0/aten::add/Add" type="Add" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <layer id="41" name="self.encoder.down_blocks.0.resnets.1.norm1.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="128" offset="300928" size="256" /> | |
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| <layer id="42" name="self.encoder.down_blocks.0.resnets.1.norm1.weight" type="Convert" version="opset1"> | |
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| <layer id="43" name="self.encoder.down_blocks.0.resnets.1.norm1.bias_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="128" offset="301184" size="256" /> | |
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| <dim>128</dim> | |
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| <layer id="44" name="self.encoder.down_blocks.0.resnets.1.norm1.bias" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="45" name="__module.encoder.down_blocks.0.resnets.1.norm1/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
| <data num_groups="32" epsilon="9.9999999747524271e-07" /> | |
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| <port id="3" precision="FP32" names="86,input.17"> | |
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| <layer id="46" name="__module.encoder.down_blocks.0.resnets.1.nonlinearity/aten::silu/Swish" type="Swish" version="opset4"> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32" names="87,input.19"> | |
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| <layer id="47" name="self.encoder.down_blocks.0.resnets.1.conv1.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="i8" shape="128, 128, 3, 3" offset="301440" size="147456" /> | |
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| <port id="0" precision="I8"> | |
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| <layer id="48" name="Convert_2094125" type="Convert" version="opset1"> | |
| <data destination_type="f16" /> | |
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| <output> | |
| <port id="1" precision="FP16"> | |
| <dim>128</dim> | |
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| <layer id="49" name="self.encoder.down_blocks.0.resnets.1.conv1.weight_compressed/scale" type="Const" version="opset1"> | |
| <data element_type="f16" shape="128, 1, 1, 1" offset="448896" size="256" /> | |
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| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
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| <dim>1</dim> | |
| <dim>1</dim> | |
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| </layer> | |
| <layer id="50" name="self.encoder.down_blocks.0.resnets.1.conv1.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
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| <port id="1" precision="FP16"> | |
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| <dim>1</dim> | |
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| <output> | |
| <port id="2" precision="FP16"> | |
| <dim>128</dim> | |
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| <layer id="51" name="self.encoder.down_blocks.0.resnets.1.conv1.weight" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <input> | |
| <port id="0" precision="FP16"> | |
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| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>128</dim> | |
| <dim>128</dim> | |
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| </port> | |
| </output> | |
| </layer> | |
| <layer id="52" name="__module.encoder.down_blocks.0.resnets.1.conv1/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
| <data strides="1, 1" dilations="1, 1" pads_begin="1, 1" pads_end="1, 1" auto_pad="explicit" /> | |
| <input> | |
| <port id="0" precision="FP32"> | |
| <dim>-1</dim> | |
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| <port id="1" precision="FP32"> | |
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| </input> | |
| <output> | |
| <port id="2" precision="FP32"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
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| <dim>-1</dim> | |
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| </layer> | |
| <layer id="53" name="__module.encoder.down_blocks.0.resnets.1.conv1/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="1, 128, 1, 1" offset="449152" size="256" /> | |
| <output> | |
| <port id="0" precision="FP16"> | |
| <dim>1</dim> | |
| <dim>128</dim> | |
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| <dim>1</dim> | |
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| </output> | |
| </layer> | |
| <layer id="54" name="__module.encoder.down_blocks.0.resnets.1.conv1/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <attribute name="decompression" version="0" /> | |
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| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>1</dim> | |
| <dim>128</dim> | |
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| <dim>1</dim> | |
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| </input> | |
| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>1</dim> | |
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| </output> | |
| </layer> | |
| <layer id="55" name="__module.encoder.down_blocks.0.resnets.1.conv1/aten::_convolution/Add" type="Add" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
| <input> | |
| <port id="0" precision="FP32"> | |
| <dim>-1</dim> | |
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| </port> | |
| <port id="1" precision="FP32"> | |
| <dim>1</dim> | |
| <dim>128</dim> | |
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| <dim>1</dim> | |
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| </input> | |
| <output> | |
| <port id="2" precision="FP32" names="94,input.21"> | |
| <dim>-1</dim> | |
| <dim>128</dim> | |
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| <dim>-1</dim> | |
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| </output> | |
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| <layer id="56" name="self.encoder.down_blocks.0.resnets.1.norm2.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="128" offset="449408" size="256" /> | |
| <output> | |
| <port id="0" precision="FP16" names="self.encoder.down_blocks.0.resnets.1.norm2.weight"> | |
| <dim>128</dim> | |
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| <layer id="57" name="self.encoder.down_blocks.0.resnets.1.norm2.weight" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <attribute name="decompression" version="0" /> | |
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| <input> | |
| <port id="0" precision="FP16"> | |
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| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>128</dim> | |
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| <layer id="58" name="self.encoder.down_blocks.0.resnets.1.norm2.bias_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="128" offset="449664" size="256" /> | |
| <output> | |
| <port id="0" precision="FP16" names="self.encoder.down_blocks.0.resnets.1.norm2.bias"> | |
| <dim>128</dim> | |
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| <layer id="59" name="self.encoder.down_blocks.0.resnets.1.norm2.bias" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <attribute name="decompression" version="0" /> | |
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| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
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| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>128</dim> | |
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| </output> | |
| </layer> | |
| <layer id="60" name="__module.encoder.down_blocks.0.resnets.1.norm2/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
| <data num_groups="32" epsilon="9.9999999747524271e-07" /> | |
| <input> | |
| <port id="0" precision="FP32"> | |
| <dim>-1</dim> | |
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| <port id="1" precision="FP32"> | |
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| <port id="2" precision="FP32"> | |
| <dim>128</dim> | |
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| <output> | |
| <port id="3" precision="FP32" names="97,input.23"> | |
| <dim>-1</dim> | |
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| <dim>-1</dim> | |
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| <layer id="61" name="__module.encoder.down_blocks.0.resnets.1.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4"> | |
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| <port id="0" precision="FP32"> | |
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| <output> | |
| <port id="1" precision="FP32" names="98,input.25"> | |
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| <layer id="62" name="self.encoder.down_blocks.0.resnets.1.conv2.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="i8" shape="128, 128, 3, 3" offset="449920" size="147456" /> | |
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| <port id="0" precision="I8"> | |
| <dim>128</dim> | |
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| <layer id="63" name="Convert_2099504" type="Convert" version="opset1"> | |
| <data destination_type="f16" /> | |
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| <port id="0" precision="I8"> | |
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| <port id="1" precision="FP16"> | |
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| <dim>3</dim> | |
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| <layer id="64" name="self.encoder.down_blocks.0.resnets.1.conv2.weight_compressed/scale" type="Const" version="opset1"> | |
| <data element_type="f16" shape="128, 1, 1, 1" offset="597376" size="256" /> | |
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| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
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| <layer id="65" name="self.encoder.down_blocks.0.resnets.1.conv2.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>128</dim> | |
| <dim>128</dim> | |
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| <port id="1" precision="FP16"> | |
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| <layer id="75" name="self.encoder.down_blocks.0.downsamplers.0.conv.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
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| <layer id="76" name="self.encoder.down_blocks.0.downsamplers.0.conv.weight" type="Convert" version="opset1"> | |
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| <layer id="77" name="__module.encoder.down_blocks.0.downsamplers.0.conv/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
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| <layer id="78" name="__module.encoder.down_blocks.0.downsamplers.0.conv/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
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| <layer id="79" name="__module.encoder.down_blocks.0.downsamplers.0.conv/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
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| <layer id="80" name="__module.encoder.down_blocks.0.downsamplers.0.conv/aten::_convolution/Add" type="Add" version="opset1"> | |
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| <layer id="81" name="self.encoder.down_blocks.1.resnets.0.conv_shortcut.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="i8" shape="256, 128, 1, 1" offset="745856" size="32768" /> | |
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| <layer id="82" name="Convert_2121020" type="Convert" version="opset1"> | |
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| <layer id="83" name="self.encoder.down_blocks.1.resnets.0.conv_shortcut.weight_compressed/scale" type="Const" version="opset1"> | |
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| <layer id="84" name="self.encoder.down_blocks.1.resnets.0.conv_shortcut.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
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| <layer id="85" name="self.encoder.down_blocks.1.resnets.0.conv_shortcut.weight" type="Convert" version="opset1"> | |
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| <layer id="86" name="__module.encoder.down_blocks.1.resnets.0.conv_shortcut/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
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| <port id="0" precision="FP32"> | |
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| <layer id="87" name="__module.encoder.down_blocks.1.resnets.0.conv_shortcut/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="1, 256, 1, 1" offset="779136" size="512" /> | |
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| <layer id="88" name="__module.encoder.down_blocks.1.resnets.0.conv_shortcut/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
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| <port id="0" precision="FP16"> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="89" name="__module.encoder.down_blocks.1.resnets.0.conv_shortcut/aten::_convolution/Add" type="Add" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32"> | |
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| <port id="2" precision="FP32" names="161,input_tensor.1"> | |
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| <layer id="90" name="self.encoder.down_blocks.1.resnets.0.norm1.weight_compressed" type="Const" version="opset1"> | |
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| <port id="0" precision="FP16" names="self.encoder.down_blocks.1.resnets.0.norm1.weight"> | |
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| <layer id="91" name="self.encoder.down_blocks.1.resnets.0.norm1.weight" type="Convert" version="opset1"> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="92" name="self.encoder.down_blocks.1.resnets.0.norm1.bias_compressed" type="Const" version="opset1"> | |
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| <port id="0" precision="FP16" names="self.encoder.down_blocks.1.resnets.0.norm1.bias"> | |
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| <layer id="93" name="self.encoder.down_blocks.1.resnets.0.norm1.bias" type="Convert" version="opset1"> | |
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| <layer id="94" name="__module.encoder.down_blocks.1.resnets.0.norm1/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
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| <layer id="95" name="__module.encoder.down_blocks.1.resnets.0.nonlinearity/aten::silu/Swish" type="Swish" version="opset4"> | |
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| <layer id="96" name="self.encoder.down_blocks.1.resnets.0.conv1.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="97" name="Convert_2056472" type="Convert" version="opset1"> | |
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| <layer id="104" name="__module.encoder.down_blocks.1.resnets.0.conv1/aten::_convolution/Add" type="Add" version="opset1"> | |
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| <layer id="105" name="self.encoder.down_blocks.1.resnets.0.norm2.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="106" name="self.encoder.down_blocks.1.resnets.0.norm2.weight" type="Convert" version="opset1"> | |
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| <layer id="107" name="self.encoder.down_blocks.1.resnets.0.norm2.bias_compressed" type="Const" version="opset1"> | |
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| <layer id="108" name="self.encoder.down_blocks.1.resnets.0.norm2.bias" type="Convert" version="opset1"> | |
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| <layer id="109" name="__module.encoder.down_blocks.1.resnets.0.norm2/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
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| <layer id="110" name="__module.encoder.down_blocks.1.resnets.0.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4"> | |
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| <layer id="111" name="self.encoder.down_blocks.1.resnets.0.conv2.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="112" name="Convert_2034956" type="Convert" version="opset1"> | |
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| <layer id="113" name="self.encoder.down_blocks.1.resnets.0.conv2.weight_compressed/scale" type="Const" version="opset1"> | |
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| <layer id="114" name="self.encoder.down_blocks.1.resnets.0.conv2.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <layer id="115" name="self.encoder.down_blocks.1.resnets.0.conv2.weight" type="Convert" version="opset1"> | |
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| <layer id="116" name="__module.encoder.down_blocks.1.resnets.0.conv2/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
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| <port id="0" precision="FP32"> | |
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| <output> | |
| <port id="2" precision="FP32"> | |
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| <layer id="117" name="__module.encoder.down_blocks.1.resnets.0.conv2/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
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| <port id="0" precision="FP16"> | |
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| <layer id="118" name="__module.encoder.down_blocks.1.resnets.0.conv2/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <input> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="119" name="__module.encoder.down_blocks.1.resnets.0.conv2/aten::_convolution/Add" type="Add" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32"> | |
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| <port id="2" precision="FP32" names="154,hidden_states.9"> | |
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| <layer id="120" name="__module.encoder.down_blocks.1.resnets.0/aten::add/Add" type="Add" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32"> | |
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| <port id="2" precision="FP32" names="162,163,input.43"> | |
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| <layer id="121" name="self.encoder.down_blocks.1.resnets.1.norm1.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="256" offset="1667968" size="512" /> | |
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| <port id="0" precision="FP16" names="self.encoder.down_blocks.1.resnets.1.norm1.weight"> | |
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| <layer id="122" name="self.encoder.down_blocks.1.resnets.1.norm1.weight" type="Convert" version="opset1"> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="123" name="self.encoder.down_blocks.1.resnets.1.norm1.bias_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="256" offset="1668480" size="512" /> | |
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| <port id="0" precision="FP16" names="self.encoder.down_blocks.1.resnets.1.norm1.bias"> | |
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| <layer id="124" name="self.encoder.down_blocks.1.resnets.1.norm1.bias" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="125" name="__module.encoder.down_blocks.1.resnets.1.norm1/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
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| <port id="0" precision="FP32"> | |
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| <port id="3" precision="FP32" names="172,input.45"> | |
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| <layer id="126" name="__module.encoder.down_blocks.1.resnets.1.nonlinearity/aten::silu/Swish" type="Swish" version="opset4"> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32" names="173,input.47"> | |
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| <layer id="127" name="self.encoder.down_blocks.1.resnets.1.conv1.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="128" name="Convert_2040335" type="Convert" version="opset1"> | |
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| <layer id="129" name="self.encoder.down_blocks.1.resnets.1.conv1.weight_compressed/scale" type="Const" version="opset1"> | |
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| <layer id="130" name="self.encoder.down_blocks.1.resnets.1.conv1.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="0" precision="FP16"> | |
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| <layer id="135" name="__module.encoder.down_blocks.1.resnets.1.conv1/aten::_convolution/Add" type="Add" version="opset1"> | |
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| <layer id="136" name="self.encoder.down_blocks.1.resnets.1.norm2.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="139" name="self.encoder.down_blocks.1.resnets.1.norm2.bias" type="Convert" version="opset1"> | |
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| <layer id="140" name="__module.encoder.down_blocks.1.resnets.1.norm2/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
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| <layer id="141" name="__module.encoder.down_blocks.1.resnets.1.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4"> | |
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| <layer id="142" name="self.encoder.down_blocks.1.resnets.1.conv2.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="143" name="Convert_2045714" type="Convert" version="opset1"> | |
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| <layer id="144" name="self.encoder.down_blocks.1.resnets.1.conv2.weight_compressed/scale" type="Const" version="opset1"> | |
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| <layer id="145" name="self.encoder.down_blocks.1.resnets.1.conv2.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
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| <layer id="146" name="self.encoder.down_blocks.1.resnets.1.conv2.weight" type="Convert" version="opset1"> | |
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| <layer id="147" name="__module.encoder.down_blocks.1.resnets.1.conv2/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
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| <port id="0" precision="FP32"> | |
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| <layer id="148" name="__module.encoder.down_blocks.1.resnets.1.conv2/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
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| <layer id="149" name="__module.encoder.down_blocks.1.resnets.1.conv2/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
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| <layer id="150" name="__module.encoder.down_blocks.1.resnets.1.conv2/aten::_convolution/Add" type="Add" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32"> | |
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| <port id="2" precision="FP32" names="192,hidden_states.11"> | |
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| <layer id="151" name="__module.encoder.down_blocks.1.resnets.1/aten::add/Add" type="Add" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="0" precision="FP32"> | |
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| <port id="2" precision="FP32" names="193,194,hidden_states.13"> | |
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| <layer id="152" name="self.encoder.down_blocks.1.downsamplers.0.conv.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="153" name="Convert_2051093" type="Convert" version="opset1"> | |
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| <layer id="154" name="self.encoder.down_blocks.1.downsamplers.0.conv.weight_compressed/scale" type="Const" version="opset1"> | |
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| <layer id="155" name="self.encoder.down_blocks.1.downsamplers.0.conv.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <layer id="156" name="self.encoder.down_blocks.1.downsamplers.0.conv.weight" type="Convert" version="opset1"> | |
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| <layer id="157" name="__module.encoder.down_blocks.1.downsamplers.0.conv/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
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| <layer id="158" name="__module.encoder.down_blocks.1.downsamplers.0.conv/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
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| <layer id="159" name="__module.encoder.down_blocks.1.downsamplers.0.conv/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
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| <layer id="160" name="__module.encoder.down_blocks.1.downsamplers.0.conv/aten::_convolution/Add" type="Add" version="opset1"> | |
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| <layer id="161" name="self.encoder.down_blocks.2.resnets.0.conv_shortcut.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="169" name="__module.encoder.down_blocks.2.resnets.0.conv_shortcut/aten::_convolution/Add" type="Add" version="opset1"> | |
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| <layer id="170" name="self.encoder.down_blocks.2.resnets.0.norm1.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="171" name="self.encoder.down_blocks.2.resnets.0.norm1.weight" type="Convert" version="opset1"> | |
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| <layer id="172" name="self.encoder.down_blocks.2.resnets.0.norm1.bias_compressed" type="Const" version="opset1"> | |
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| <layer id="173" name="self.encoder.down_blocks.2.resnets.0.norm1.bias" type="Convert" version="opset1"> | |
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| <layer id="174" name="__module.encoder.down_blocks.2.resnets.0.norm1/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
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| <layer id="175" name="__module.encoder.down_blocks.2.resnets.0.nonlinearity/aten::silu/Swish" type="Swish" version="opset4"> | |
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| <layer id="176" name="self.encoder.down_blocks.2.resnets.0.conv1.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="177" name="Convert_2029577" type="Convert" version="opset1"> | |
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| <layer id="178" name="self.encoder.down_blocks.2.resnets.0.conv1.weight_compressed/scale" type="Const" version="opset1"> | |
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| <layer id="179" name="self.encoder.down_blocks.2.resnets.0.conv1.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="0" precision="FP16"> | |
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| <layer id="180" name="self.encoder.down_blocks.2.resnets.0.conv1.weight" type="Convert" version="opset1"> | |
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| <layer id="181" name="__module.encoder.down_blocks.2.resnets.0.conv1/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
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| <port id="1" precision="FP32"> | |
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| <port id="2" precision="FP32"> | |
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| <layer id="182" name="__module.encoder.down_blocks.2.resnets.0.conv1/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
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| <port id="0" precision="FP16"> | |
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| <layer id="183" name="__module.encoder.down_blocks.2.resnets.0.conv1/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <input> | |
| <port id="0" precision="FP16"> | |
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| <output> | |
| <port id="1" precision="FP32"> | |
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| <layer id="184" name="__module.encoder.down_blocks.2.resnets.0.conv1/aten::_convolution/Add" type="Add" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32"> | |
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| <output> | |
| <port id="2" precision="FP32" names="228,input.63"> | |
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| <layer id="185" name="self.encoder.down_blocks.2.resnets.0.norm2.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="512" offset="4758400" size="1024" /> | |
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| <port id="0" precision="FP16" names="self.encoder.down_blocks.2.resnets.0.norm2.weight"> | |
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| <layer id="186" name="self.encoder.down_blocks.2.resnets.0.norm2.weight" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="187" name="self.encoder.down_blocks.2.resnets.0.norm2.bias_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="512" offset="4759424" size="1024" /> | |
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| <port id="0" precision="FP16" names="self.encoder.down_blocks.2.resnets.0.norm2.bias"> | |
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| <layer id="188" name="self.encoder.down_blocks.2.resnets.0.norm2.bias" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="189" name="__module.encoder.down_blocks.2.resnets.0.norm2/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
| <data num_groups="32" epsilon="9.9999999747524271e-07" /> | |
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| <port id="0" precision="FP32"> | |
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| <port id="2" precision="FP32"> | |
| <dim>512</dim> | |
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| <port id="3" precision="FP32" names="231,input.65"> | |
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| <layer id="190" name="__module.encoder.down_blocks.2.resnets.0.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4"> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32" names="232,input.67"> | |
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| <layer id="191" name="self.encoder.down_blocks.2.resnets.0.conv2.weight_compressed" type="Const" version="opset1"> | |
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| <port id="0" precision="I8"> | |
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| <layer id="192" name="Convert_1965029" type="Convert" version="opset1"> | |
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| <layer id="193" name="self.encoder.down_blocks.2.resnets.0.conv2.weight_compressed/scale" type="Const" version="opset1"> | |
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| <layer id="194" name="self.encoder.down_blocks.2.resnets.0.conv2.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="0" precision="FP16"> | |
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| <dim>512</dim> | |
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| <layer id="195" name="self.encoder.down_blocks.2.resnets.0.conv2.weight" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <layer id="200" name="__module.encoder.down_blocks.2.resnets.0/aten::add/Add" type="Add" version="opset1"> | |
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| <layer id="204" name="self.encoder.down_blocks.2.resnets.1.norm1.bias" type="Convert" version="opset1"> | |
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| <layer id="205" name="__module.encoder.down_blocks.2.resnets.1.norm1/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
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| <layer id="206" name="__module.encoder.down_blocks.2.resnets.1.nonlinearity/aten::silu/Swish" type="Swish" version="opset4"> | |
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| <layer id="207" name="self.encoder.down_blocks.2.resnets.1.conv1.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="208" name="Convert_1970408" type="Convert" version="opset1"> | |
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| <layer id="209" name="self.encoder.down_blocks.2.resnets.1.conv1.weight_compressed/scale" type="Const" version="opset1"> | |
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| <layer id="210" name="self.encoder.down_blocks.2.resnets.1.conv1.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
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| <layer id="211" name="self.encoder.down_blocks.2.resnets.1.conv1.weight" type="Convert" version="opset1"> | |
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| <layer id="212" name="__module.encoder.down_blocks.2.resnets.1.conv1/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
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| <layer id="213" name="__module.encoder.down_blocks.2.resnets.1.conv1/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
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| <layer id="214" name="__module.encoder.down_blocks.2.resnets.1.conv1/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <port id="0" precision="FP16"> | |
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| <output> | |
| <port id="1" precision="FP32"> | |
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| <layer id="215" name="__module.encoder.down_blocks.2.resnets.1.conv1/aten::_convolution/Add" type="Add" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32"> | |
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| <output> | |
| <port id="2" precision="FP32" names="266,input.77"> | |
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| <layer id="216" name="self.encoder.down_blocks.2.resnets.1.norm2.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="512" offset="9485184" size="1024" /> | |
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| <port id="0" precision="FP16" names="self.encoder.down_blocks.2.resnets.1.norm2.weight"> | |
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| <layer id="217" name="self.encoder.down_blocks.2.resnets.1.norm2.weight" type="Convert" version="opset1"> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="218" name="self.encoder.down_blocks.2.resnets.1.norm2.bias_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="512" offset="9486208" size="1024" /> | |
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| <port id="0" precision="FP16" names="self.encoder.down_blocks.2.resnets.1.norm2.bias"> | |
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| <layer id="219" name="self.encoder.down_blocks.2.resnets.1.norm2.bias" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <attribute name="decompression" version="0" /> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="220" name="__module.encoder.down_blocks.2.resnets.1.norm2/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
| <data num_groups="32" epsilon="9.9999999747524271e-07" /> | |
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| <port id="0" precision="FP32"> | |
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| <port id="3" precision="FP32" names="269,input.79"> | |
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| <layer id="221" name="__module.encoder.down_blocks.2.resnets.1.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4"> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32" names="270,input.81"> | |
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| <layer id="222" name="self.encoder.down_blocks.2.resnets.1.conv2.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="i8" shape="512, 512, 3, 3" offset="9487232" size="2359296" /> | |
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| <port id="0" precision="I8"> | |
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| <layer id="223" name="Convert_1975787" type="Convert" version="opset1"> | |
| <data destination_type="f16" /> | |
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| <port id="1" precision="FP16"> | |
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| <layer id="224" name="self.encoder.down_blocks.2.resnets.1.conv2.weight_compressed/scale" type="Const" version="opset1"> | |
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| <layer id="225" name="self.encoder.down_blocks.2.resnets.1.conv2.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="0" precision="FP16"> | |
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| <port id="1" precision="FP16"> | |
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| <layer id="226" name="self.encoder.down_blocks.2.resnets.1.conv2.weight" type="Convert" version="opset1"> | |
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| <layer id="227" name="__module.encoder.down_blocks.2.resnets.1.conv2/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
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| <layer id="236" name="self.encoder.down_blocks.2.downsamplers.0.conv.weight" type="Convert" version="opset1"> | |
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| <layer id="237" name="__module.encoder.down_blocks.2.downsamplers.0.conv/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
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| <layer id="238" name="__module.encoder.down_blocks.2.downsamplers.0.conv/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
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| <layer id="239" name="__module.encoder.down_blocks.2.downsamplers.0.conv/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
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| <layer id="240" name="__module.encoder.down_blocks.2.downsamplers.0.conv/aten::_convolution/Add" type="Add" version="opset1"> | |
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| <layer id="241" name="self.encoder.down_blocks.3.resnets.0.norm1.weight_compressed" type="Const" version="opset1"> | |
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| <port id="0" precision="FP16" names="self.encoder.down_blocks.3.resnets.0.norm1.weight"> | |
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| <layer id="242" name="self.encoder.down_blocks.3.resnets.0.norm1.weight" type="Convert" version="opset1"> | |
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| <layer id="243" name="self.encoder.down_blocks.3.resnets.0.norm1.bias_compressed" type="Const" version="opset1"> | |
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| <layer id="244" name="self.encoder.down_blocks.3.resnets.0.norm1.bias" type="Convert" version="opset1"> | |
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| <layer id="245" name="__module.encoder.down_blocks.3.resnets.0.norm1/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
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| <layer id="246" name="__module.encoder.down_blocks.3.resnets.0.nonlinearity/aten::silu/Swish" type="Swish" version="opset4"> | |
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| <port id="1" precision="FP32" names="304,input.89"> | |
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| <layer id="247" name="self.encoder.down_blocks.3.resnets.0.conv1.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="248" name="Convert_1986545" type="Convert" version="opset1"> | |
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| <port id="1" precision="FP16"> | |
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| <layer id="249" name="self.encoder.down_blocks.3.resnets.0.conv1.weight_compressed/scale" type="Const" version="opset1"> | |
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| <layer id="250" name="self.encoder.down_blocks.3.resnets.0.conv1.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="0" precision="FP16"> | |
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| <layer id="251" name="self.encoder.down_blocks.3.resnets.0.conv1.weight" type="Convert" version="opset1"> | |
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| <layer id="252" name="__module.encoder.down_blocks.3.resnets.0.conv1/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
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| <port id="0" precision="FP32"> | |
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| <layer id="253" name="__module.encoder.down_blocks.3.resnets.0.conv1/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
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| <layer id="254" name="__module.encoder.down_blocks.3.resnets.0.conv1/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <port id="0" precision="FP16"> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="255" name="__module.encoder.down_blocks.3.resnets.0.conv1/aten::_convolution/Add" type="Add" version="opset1"> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32"> | |
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| <port id="2" precision="FP32" names="311,input.91"> | |
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| <layer id="256" name="self.encoder.down_blocks.3.resnets.0.norm2.weight_compressed" type="Const" version="opset1"> | |
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| <port id="0" precision="FP16" names="self.encoder.down_blocks.3.resnets.0.norm2.weight"> | |
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| <layer id="257" name="self.encoder.down_blocks.3.resnets.0.norm2.weight" type="Convert" version="opset1"> | |
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| <layer id="258" name="self.encoder.down_blocks.3.resnets.0.norm2.bias_compressed" type="Const" version="opset1"> | |
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| <port id="0" precision="FP16" names="self.encoder.down_blocks.3.resnets.0.norm2.bias"> | |
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| <layer id="259" name="self.encoder.down_blocks.3.resnets.0.norm2.bias" type="Convert" version="opset1"> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="260" name="__module.encoder.down_blocks.3.resnets.0.norm2/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
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| <layer id="271" name="__module.encoder.down_blocks.3.resnets.0/aten::add/Add" type="Add" version="opset1"> | |
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| <layer id="275" name="self.encoder.down_blocks.3.resnets.1.norm1.bias" type="Convert" version="opset1"> | |
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| <layer id="276" name="__module.encoder.down_blocks.3.resnets.1.norm1/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
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| <layer id="277" name="__module.encoder.down_blocks.3.resnets.1.nonlinearity/aten::silu/Swish" type="Swish" version="opset4"> | |
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| <layer id="278" name="self.encoder.down_blocks.3.resnets.1.conv1.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="279" name="Convert_1997303" type="Convert" version="opset1"> | |
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| <layer id="280" name="self.encoder.down_blocks.3.resnets.1.conv1.weight_compressed/scale" type="Const" version="opset1"> | |
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| <layer id="281" name="self.encoder.down_blocks.3.resnets.1.conv1.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
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| <layer id="282" name="self.encoder.down_blocks.3.resnets.1.conv1.weight" type="Convert" version="opset1"> | |
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| <layer id="283" name="__module.encoder.down_blocks.3.resnets.1.conv1/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
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| <layer id="284" name="__module.encoder.down_blocks.3.resnets.1.conv1/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
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| <layer id="285" name="__module.encoder.down_blocks.3.resnets.1.conv1/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="286" name="__module.encoder.down_blocks.3.resnets.1.conv1/aten::_convolution/Add" type="Add" version="opset1"> | |
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| <port id="0" precision="FP32"> | |
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| <port id="2" precision="FP32" names="342,input.105"> | |
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| <layer id="287" name="self.encoder.down_blocks.3.resnets.1.norm2.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="288" name="self.encoder.down_blocks.3.resnets.1.norm2.weight" type="Convert" version="opset1"> | |
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| <layer id="289" name="self.encoder.down_blocks.3.resnets.1.norm2.bias_compressed" type="Const" version="opset1"> | |
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| <layer id="290" name="self.encoder.down_blocks.3.resnets.1.norm2.bias" type="Convert" version="opset1"> | |
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| <layer id="291" name="__module.encoder.down_blocks.3.resnets.1.norm2/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
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| <layer id="292" name="__module.encoder.down_blocks.3.resnets.1.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4"> | |
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| <layer id="293" name="self.encoder.down_blocks.3.resnets.1.conv2.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="297" name="self.encoder.down_blocks.3.resnets.1.conv2.weight" type="Convert" version="opset1"> | |
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| <layer id="300" name="__module.encoder.down_blocks.3.resnets.1.conv2/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
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| <layer id="301" name="__module.encoder.down_blocks.3.resnets.1.conv2/aten::_convolution/Add" type="Add" version="opset1"> | |
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| <layer id="302" name="__module.encoder.down_blocks.3.resnets.1/aten::add/Add" type="Add" version="opset1"> | |
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| <layer id="303" name="self.encoder.mid_block.resnets.0.norm1.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="304" name="self.encoder.mid_block.resnets.0.norm1.weight" type="Convert" version="opset1"> | |
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| <layer id="305" name="self.encoder.mid_block.resnets.0.norm1.bias_compressed" type="Const" version="opset1"> | |
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| <layer id="306" name="self.encoder.mid_block.resnets.0.norm1.bias" type="Convert" version="opset1"> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="307" name="__module.encoder.mid_block.resnets.0.norm1/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
| <data num_groups="32" epsilon="9.9999999747524271e-07" /> | |
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| <layer id="308" name="__module.encoder.mid_block.resnets.0.nonlinearity/aten::silu/Swish" type="Swish" version="opset4"> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32" names="372,input.117"> | |
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| <layer id="309" name="self.encoder.mid_block.resnets.0.conv1.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="i8" shape="512, 512, 3, 3" offset="23665536" size="2359296" /> | |
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| <port id="0" precision="I8"> | |
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| <layer id="310" name="Convert_2008061" type="Convert" version="opset1"> | |
| <data destination_type="f16" /> | |
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| <port id="0" precision="I8"> | |
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| <output> | |
| <port id="1" precision="FP16"> | |
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| <layer id="311" name="self.encoder.mid_block.resnets.0.conv1.weight_compressed/scale" type="Const" version="opset1"> | |
| <data element_type="f16" shape="512, 1, 1, 1" offset="26024832" size="1024" /> | |
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| <port id="0" precision="FP16"> | |
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| </output> | |
| </layer> | |
| <layer id="312" name="self.encoder.mid_block.resnets.0.conv1.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
| <input> | |
| <port id="0" precision="FP16"> | |
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| <port id="1" precision="FP16"> | |
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| <port id="2" precision="FP16"> | |
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| <layer id="313" name="self.encoder.mid_block.resnets.0.conv1.weight" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <attribute name="decompression" version="0" /> | |
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| <input> | |
| <port id="0" precision="FP16"> | |
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| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>512</dim> | |
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| </output> | |
| </layer> | |
| <layer id="314" name="__module.encoder.mid_block.resnets.0.conv1/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
| <data strides="1, 1" dilations="1, 1" pads_begin="1, 1" pads_end="1, 1" auto_pad="explicit" /> | |
| <input> | |
| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32"> | |
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| </input> | |
| <output> | |
| <port id="2" precision="FP32"> | |
| <dim>-1</dim> | |
| <dim>512</dim> | |
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| </output> | |
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| <layer id="315" name="__module.encoder.mid_block.resnets.0.conv1/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="1, 512, 1, 1" offset="26025856" size="1024" /> | |
| <output> | |
| <port id="0" precision="FP16"> | |
| <dim>1</dim> | |
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| </output> | |
| </layer> | |
| <layer id="316" name="__module.encoder.mid_block.resnets.0.conv1/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <attribute name="decompression" version="0" /> | |
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| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>1</dim> | |
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| </input> | |
| <output> | |
| <port id="1" precision="FP32"> | |
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| </output> | |
| </layer> | |
| <layer id="317" name="__module.encoder.mid_block.resnets.0.conv1/aten::_convolution/Add" type="Add" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
| <input> | |
| <port id="0" precision="FP32"> | |
| <dim>-1</dim> | |
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| <port id="1" precision="FP32"> | |
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| </input> | |
| <output> | |
| <port id="2" precision="FP32" names="379,input.119"> | |
| <dim>-1</dim> | |
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| <layer id="318" name="self.encoder.mid_block.resnets.0.norm2.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="512" offset="26026880" size="1024" /> | |
| <output> | |
| <port id="0" precision="FP16" names="self.encoder.mid_block.resnets.0.norm2.weight"> | |
| <dim>512</dim> | |
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| <layer id="319" name="self.encoder.mid_block.resnets.0.norm2.weight" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <attribute name="decompression" version="0" /> | |
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| <input> | |
| <port id="0" precision="FP16"> | |
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| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>512</dim> | |
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| <layer id="320" name="self.encoder.mid_block.resnets.0.norm2.bias_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="512" offset="26027904" size="1024" /> | |
| <output> | |
| <port id="0" precision="FP16" names="self.encoder.mid_block.resnets.0.norm2.bias"> | |
| <dim>512</dim> | |
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| <layer id="321" name="self.encoder.mid_block.resnets.0.norm2.bias" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
| <rt_info> | |
| <attribute name="decompression" version="0" /> | |
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| <input> | |
| <port id="0" precision="FP16"> | |
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| </input> | |
| <output> | |
| <port id="1" precision="FP32"> | |
| <dim>512</dim> | |
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| </output> | |
| </layer> | |
| <layer id="322" name="__module.encoder.mid_block.resnets.0.norm2/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
| <data num_groups="32" epsilon="9.9999999747524271e-07" /> | |
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| <port id="0" precision="FP32"> | |
| <dim>-1</dim> | |
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| <port id="1" precision="FP32"> | |
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| <port id="2" precision="FP32"> | |
| <dim>512</dim> | |
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| <output> | |
| <port id="3" precision="FP32" names="382,input.121"> | |
| <dim>-1</dim> | |
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| <dim>-1</dim> | |
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| <layer id="323" name="__module.encoder.mid_block.resnets.0.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4"> | |
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| <port id="0" precision="FP32"> | |
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| <output> | |
| <port id="1" precision="FP32" names="383,input.123"> | |
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| <layer id="324" name="self.encoder.mid_block.resnets.0.conv2.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="i8" shape="512, 512, 3, 3" offset="26028928" size="2359296" /> | |
| <output> | |
| <port id="0" precision="I8"> | |
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| <layer id="325" name="Convert_2013440" type="Convert" version="opset1"> | |
| <data destination_type="f16" /> | |
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| <port id="0" precision="I8"> | |
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| <port id="1" precision="FP16"> | |
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| <layer id="326" name="self.encoder.mid_block.resnets.0.conv2.weight_compressed/scale" type="Const" version="opset1"> | |
| <data element_type="f16" shape="512, 1, 1, 1" offset="28388224" size="1024" /> | |
| <output> | |
| <port id="0" precision="FP16"> | |
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| <layer id="327" name="self.encoder.mid_block.resnets.0.conv2.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
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| <layer id="328" name="self.encoder.mid_block.resnets.0.conv2.weight" type="Convert" version="opset1"> | |
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| <layer id="329" name="__module.encoder.mid_block.resnets.0.conv2/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
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| <layer id="330" name="__module.encoder.mid_block.resnets.0.conv2/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
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| <layer id="331" name="__module.encoder.mid_block.resnets.0.conv2/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
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| <layer id="332" name="__module.encoder.mid_block.resnets.0.conv2/aten::_convolution/Add" type="Add" version="opset1"> | |
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| <layer id="333" name="__module.encoder.mid_block.resnets.0/aten::add/Add" type="Add" version="opset1"> | |
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| <layer id="334" name="Constant_236997" type="Const" version="opset1"> | |
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| <port id="0" precision="I64"> | |
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| <layer id="336" name="__module.encoder.mid_block.attentions.0/aten::transpose/Constant" type="Const" version="opset1"> | |
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| <port id="0" precision="I32"> | |
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| <layer id="337" name="__module.encoder.mid_block.attentions.0/aten::transpose/Transpose" type="Transpose" version="opset1"> | |
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| <output> | |
| <port id="2" precision="FP32" names="410,hidden_states.33"> | |
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| <layer id="338" name="__module.encoder.mid_block.attentions.0/aten::transpose/Constant_1" type="Const" version="opset1"> | |
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| <layer id="339" name="__module.encoder.mid_block.attentions.0/aten::transpose/Transpose_1" type="Transpose" version="opset1"> | |
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| <layer id="340" name="self.encoder.mid_block.attentions.0.group_norm.weight_compressed" type="Const" version="opset1"> | |
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| <port id="0" precision="FP16" names="self.encoder.mid_block.attentions.0.group_norm.weight"> | |
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| <layer id="341" name="self.encoder.mid_block.attentions.0.group_norm.weight" type="Convert" version="opset1"> | |
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| <layer id="342" name="self.encoder.mid_block.attentions.0.group_norm.bias_compressed" type="Const" version="opset1"> | |
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| <port id="0" precision="FP16" names="self.encoder.mid_block.attentions.0.group_norm.bias"> | |
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| <layer id="343" name="self.encoder.mid_block.attentions.0.group_norm.bias" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="344" name="__module.encoder.mid_block.attentions.0.group_norm/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
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| <layer id="345" name="self.encoder.mid_block.attentions.0.to_q.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="i8" shape="512, 512" offset="28392356" size="262144" /> | |
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| <layer id="346" name="Convert_2072609" type="Convert" version="opset1"> | |
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| <dim>512</dim> | |
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| <layer id="347" name="self.encoder.mid_block.attentions.0.to_q.weight_compressed/scale" type="Const" version="opset1"> | |
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| <port id="0" precision="FP16"> | |
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| <layer id="348" name="self.encoder.mid_block.attentions.0.to_q.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
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| <port id="0" precision="FP16"> | |
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| <dim>512</dim> | |
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| <port id="2" precision="FP16"> | |
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| <dim>512</dim> | |
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| <layer id="349" name="self.encoder.mid_block.attentions.0.to_q.weight" type="Convert" version="opset1"> | |
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| <layer id="350" name="__module.encoder.mid_block.attentions.0.to_q/aten::linear/MatMul" type="MatMul" version="opset1"> | |
| <data transpose_a="true" transpose_b="true" /> | |
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| <port id="0" precision="FP32"> | |
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| <layer id="351" name="Constant_236880_compressed" type="Const" version="opset1"> | |
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| <layer id="352" name="Constant_236880" type="Convert" version="opset1"> | |
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| <layer id="353" name="__module.encoder.mid_block.attentions.0.to_q/aten::linear/Add" type="Add" version="opset1"> | |
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| <port id="0" precision="FP32"> | |
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| <port id="2" precision="FP32" names="419,query.1"> | |
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| <layer id="354" name="Constant_236998" type="Const" version="opset1"> | |
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| <attribute name="DisablePrecisionConversion" version="0" value="dynamic:f16" /> | |
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| <port id="0" precision="I64"> | |
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| <layer id="355" name="__module.encoder.mid_block.attentions.0/aten::view/Reshape_1" type="Reshape" version="opset1"> | |
| <data special_zero="true" /> | |
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| <port id="0" precision="FP32"> | |
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| <layer id="356" name="Constant_236162" type="Const" version="opset1"> | |
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| <attribute name="DisablePrecisionConversion" version="0" value="dynamic:f16" /> | |
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| <layer id="357" name="__module.encoder.mid_block.attentions.0/aten::transpose/Transpose_3" type="Reshape" version="opset1"> | |
| <data special_zero="true" /> | |
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| <layer id="358" name="self.encoder.mid_block.attentions.0.to_k.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="359" name="Convert_2067230" type="Convert" version="opset1"> | |
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| <port id="1" precision="FP16"> | |
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| <dim>512</dim> | |
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| <layer id="360" name="self.encoder.mid_block.attentions.0.to_k.weight_compressed/scale" type="Const" version="opset1"> | |
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| <port id="0" precision="FP16"> | |
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| <layer id="361" name="self.encoder.mid_block.attentions.0.to_k.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <dim>512</dim> | |
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| <layer id="362" name="self.encoder.mid_block.attentions.0.to_k.weight" type="Convert" version="opset1"> | |
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| <layer id="406" name="self.encoder.mid_block.resnets.1.norm1.bias" type="Convert" version="opset1"> | |
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| <layer id="407" name="__module.encoder.mid_block.resnets.1.norm1/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
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| <layer id="408" name="__module.encoder.mid_block.resnets.1.nonlinearity/aten::silu/Swish" type="Swish" version="opset4"> | |
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| <layer id="409" name="self.encoder.mid_block.resnets.1.conv1.weight_compressed" type="Const" version="opset1"> | |
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| <layer id="410" name="Convert_2018819" type="Convert" version="opset1"> | |
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| <layer id="411" name="self.encoder.mid_block.resnets.1.conv1.weight_compressed/scale" type="Const" version="opset1"> | |
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| <layer id="412" name="self.encoder.mid_block.resnets.1.conv1.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="1" precision="FP16"> | |
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| <layer id="413" name="self.encoder.mid_block.resnets.1.conv1.weight" type="Convert" version="opset1"> | |
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| <layer id="414" name="__module.encoder.mid_block.resnets.1.conv1/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
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| <layer id="415" name="__module.encoder.mid_block.resnets.1.conv1/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
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| <layer id="416" name="__module.encoder.mid_block.resnets.1.conv1/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="417" name="__module.encoder.mid_block.resnets.1.conv1/aten::_convolution/Add" type="Add" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32"> | |
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| <port id="2" precision="FP32" names="473,input.141"> | |
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| <layer id="418" name="self.encoder.mid_block.resnets.1.norm2.weight_compressed" type="Const" version="opset1"> | |
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| <port id="0" precision="FP16" names="self.encoder.mid_block.resnets.1.norm2.weight"> | |
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| <layer id="419" name="self.encoder.mid_block.resnets.1.norm2.weight" type="Convert" version="opset1"> | |
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| <layer id="420" name="self.encoder.mid_block.resnets.1.norm2.bias_compressed" type="Const" version="opset1"> | |
| <data element_type="f16" shape="512" offset="31813660" size="1024" /> | |
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| <port id="0" precision="FP16" names="self.encoder.mid_block.resnets.1.norm2.bias"> | |
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| <layer id="421" name="self.encoder.mid_block.resnets.1.norm2.bias" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="422" name="__module.encoder.mid_block.resnets.1.norm2/aten::group_norm/GroupNormalization" type="GroupNormalization" version="opset12"> | |
| <data num_groups="32" epsilon="9.9999999747524271e-07" /> | |
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| <port id="0" precision="FP32"> | |
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| <port id="2" precision="FP32"> | |
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| <port id="3" precision="FP32" names="476,input.143"> | |
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| <layer id="423" name="__module.encoder.mid_block.resnets.1.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4"> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32" names="477,input.145"> | |
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| <layer id="424" name="self.encoder.mid_block.resnets.1.conv2.weight_compressed" type="Const" version="opset1"> | |
| <data element_type="i8" shape="512, 512, 3, 3" offset="31814684" size="2359296" /> | |
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| <port id="0" precision="I8"> | |
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| <layer id="425" name="Convert_2024198" type="Convert" version="opset1"> | |
| <data destination_type="f16" /> | |
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| <output> | |
| <port id="1" precision="FP16"> | |
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| <layer id="426" name="self.encoder.mid_block.resnets.1.conv2.weight_compressed/scale" type="Const" version="opset1"> | |
| <data element_type="f16" shape="512, 1, 1, 1" offset="34173980" size="1024" /> | |
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| <port id="0" precision="FP16"> | |
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| <layer id="427" name="self.encoder.mid_block.resnets.1.conv2.weight_compressed/fq_weights_1" type="Multiply" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
| <input> | |
| <port id="0" precision="FP16"> | |
| <dim>512</dim> | |
| <dim>512</dim> | |
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| <port id="1" precision="FP16"> | |
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| </input> | |
| <output> | |
| <port id="2" precision="FP16"> | |
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| <layer id="428" name="self.encoder.mid_block.resnets.1.conv2.weight" type="Convert" version="opset1"> | |
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| <attribute name="decompression" version="0" /> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="429" name="__module.encoder.mid_block.resnets.1.conv2/aten::_convolution/Convolution" type="Convolution" version="opset1"> | |
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| <port id="0" precision="FP32"> | |
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| <port id="2" precision="FP32"> | |
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| <layer id="430" name="__module.encoder.mid_block.resnets.1.conv2/aten::_convolution/Reshape_compressed" type="Const" version="opset1"> | |
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| <layer id="431" name="__module.encoder.mid_block.resnets.1.conv2/aten::_convolution/Reshape" type="Convert" version="opset1"> | |
| <data destination_type="f32" /> | |
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| <port id="1" precision="FP32"> | |
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| <layer id="432" name="__module.encoder.mid_block.resnets.1.conv2/aten::_convolution/Add" type="Add" version="opset1"> | |
| <data auto_broadcast="numpy" /> | |
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| <port id="0" precision="FP32"> | |
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| <port id="1" precision="FP32"> | |
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| <nncf> | |
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| <weight_compression> | |
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| <awq value="False" /> | |
| <backup_mode value="int8_asym" /> | |
| <compression_format value="dequantize" /> | |
| <gptq value="False" /> | |
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| <ignored_scope value="[]" /> | |
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| <mode value="int8_sym" /> | |
| <ratio value="1.0" /> | |
| <scale_estimation value="False" /> | |
| <sensitivity_metric value="weight_quantization_error" /> | |
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| </nncf> | |
| <optimum> | |
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| <nncf_version value="3.4.0" /> | |
| <optimum_intel_version value="2.2.0" /> | |
| <optimum_version value="2.3.0" /> | |
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| <runtime_options> | |
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| </runtime_options> | |
| </rt_info> | |
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