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| -rw-r--r-- | content/posts/machine-learning-formats/index.md (renamed from content/posts/machine-learning-formats.md) | 49 | ||||
| -rw-r--r-- | content/posts/machine-learning-formats/squeezenet1.0-12-int8.onnx.svg | 1 |
2 files changed, 38 insertions, 12 deletions
diff --git a/content/posts/machine-learning-formats.md b/content/posts/machine-learning-formats/index.md index bd0c8e3..902a325 100644 --- a/content/posts/machine-learning-formats.md +++ b/content/posts/machine-learning-formats/index.md @@ -13,7 +13,7 @@ In 2019 I first got into tinkering with machine learning. I kind of dropped out The classic example work at the time was MNIST, hand written character recognition. This was cool because I think you could actually write the whole neural network in pure python, and still have it achieve reasonnable performance within tens of minutes of training. -With today Torch framework, a simple solution could look like this simple module. It's a lot of jargon, but there is a single flow for data, and only two layers are stateful (`conv1` and `fc`) and actually learn. Those states are "the weights". +With today Torch framework, a simple solution looks like this simple module. It's a lot of jargon, but there is a single flow for data, and only two layers are stateful (`conv1` and `fc`) and actually learn. Those states are "the weights". ```py class SimpleMNIST(nn.Module): @@ -42,9 +42,9 @@ When I was doing research for my master's degree, each framework had a way to st In 2019, the [ONNX](https://github.com/onnx/onnx) format became widely used. This format combines the architecture with the weights, so anyone can run a shared model. It comes with an official backend from Microsoft, [ORT - ONNX Runtime](https://github.com/microsoft/onnxruntime). To me, a simple definition of a runtime would be -`Runtime: model, input -> output`. +`Runtime: model, input → output`. If you remove the variable model, you end up with a more classic algorithm. In the same idea, Python is a runtime -`Python: code, input -> output`. +`Python: code, input → output`. The runtime itself can contain deterministic algorithms, and also provide resource management (memory allocation, thread scheduling, ...). Traditionnaly, in machine learning, pattern recognition benefits the most from using this trainable model slot. So you can basically use any training framework, export your trained model in ONNX, and a device with ORT can run the model in production. We can try this for ourselves. @@ -68,15 +68,15 @@ import onnx onnx_model = onnx.load("mnist_simple.onnx") onnx.checker.check_model(onnx_model) for i, node in enumerate(onnx_model.graph.node): - print(f"Node {i} : {node.op_type} (Input: {node.input} -> Output: {node.output})") + print(f"Node {i} : {node.op_type} (Input: {node.input} → Output: {node.output})") ``` ``` -Node 0 : Conv (Input: ['input_image', 'conv1.weight', 'conv1.bias'] -> Output: ['conv2d']) -Node 1 : Relu (Input: ['conv2d'] -> Output: ['relu']) -Node 2 : MaxPool (Input: ['relu'] -> Output: ['max_pool2d']) -Node 3 : Reshape (Input: ['max_pool2d', 'val_4'] -> Output: ['view']) -Node 4 : Gemm (Input: ['view', 'fc.weight', 'fc.bias'] -> Output: ['predictions']) +Node 0 : Conv (Input: ['input_image', 'conv1.weight', 'conv1.bias'] → Output: ['conv2d']) +Node 1 : Relu (Input: ['conv2d'] → Output: ['relu']) +Node 2 : MaxPool (Input: ['relu'] → Output: ['max_pool2d']) +Node 3 : Reshape (Input: ['max_pool2d', 'val_4'] → Output: ['view']) +Node 4 : Gemm (Input: ['view', 'fc.weight', 'fc.bias'] → Output: ['predictions']) ``` We can see the ORT defines kernels (Relu, Reshape, ...) that our model can use. If you compile a model with a recent ONNX but try to run it on an old kernel, the architecture would not be supported because not implemented. This allows programatic architectures while keeping high performant, hardware specific kernels. @@ -109,10 +109,35 @@ session = ort.InferenceSession( As you can see, pre and post processing can be a certain toil. ORT is a very general runtime, but for specific use cases, runtimes can provide a more complete harness. -In Computer vision - what we are doing here, we can see we need image encoding, maybe resizing and normalisation. Actually the few lines we wrote could become a Computer vision runtime. Our CLI could take any image in, do the transformation, and use the model of our choice as the core intelligence. +In Computer Vision - what we are doing here, we need image encoding, maybe resizing and normalisation. Actually the few lines we wrote could become a Computer Vision runtime. Our CLI could take any image in, do the transformation, and use the model of our choice as the core intelligence. -In Speech recognition, voice activity detection, token decoding, FFT are steps that benefit little from learning, and instead benefit on highly optimized code - actually they are not matrix multiplication. This is why sherpa-onnx is, as its name suggest, a speech specific, hardcoded harness around a ORT pass. +In Speech Recognition, voice activity detection, token decoding, FFT are steps that benefit little from learning, and instead benefit on highly optimized code - FFT is done best without matrix multiplication. This is why sherpa-onnx is, as its name suggest, a speech specific, hardcoded harness around a ORT pass. -With LLMs, you hear way more often about GGUF than ONNX, and llama.cpp than ORT. LLMs needs tokenisation - the pre processing step, caching, and more that I don't know. The runtime has less harcoded steps than Speech, but does more smart things to preserve memory (quantization, parallelization). +With LLMs, you hear way more often about GGUF than ONNX, and llama.cpp than ORT. LLMs needs tokenisation - the pre processing step, caching, quantization, parallelization, and more that I don't know. + +## Example: SqueezeNet, 1.3 MB for Computer vision + +I download the ONNX file, then I can ask a LLM to produce the fow chart using the onnx lib, or I can use [Netron](https://netron.app/) to display it. This vision model is simple enough to read: 65 nodes, only 7 distinct op types, a chain of convolutions. with some quantization. + +{{< details summary="Full SqueezeNet ONNX graph" >}} + +{{< /details >}} So I hope you get the picture now. Each use case has specific pre and post processing, and also processing steps that are hardcoded - and often not adapted to GPUs. In the middle, it loads matrix weights for large mutiplication - that's the part that learned. sherpa-onnx for speech, fastdeploy for Vision all use ORT for this middle ONNX compute. Other have recoded a new runtime to get even better performance - llama.cpp and the GGUF format supports very aggresive compression on weights for LLMs. + +Here is a small compilation of formats & runtimes couples, in case you hear about them: +- ONNX + ORT - General purpose +- ONNX + sherpa-onnx - Real time audio +- GGUF + llama.cpp / ggml - LLM, memory optimized, compression +- Safetensors + vLLM - FP16, mmap, datacenter LLM inference +- TensorRT Engine (.engine / .plan) + NVIDIA Runtime - CUDA kernels, audio / vision +- OpenVINO IR (.xml + .bin) + Runtime - Intel optimized +- Core ML (.mlpackage) + Framework - Apple Silicon +- RKNN + rknn-toolkit-lite - Rockchip / ARM Edge AI + +{{< alert info "LLM usage in this article" >}} +- Research +- Writing pytorch code samples +- Exploring ONNX files structure +- Acting as Publisher +{{< /alert >}} diff --git a/content/posts/machine-learning-formats/squeezenet1.0-12-int8.onnx.svg b/content/posts/machine-learning-formats/squeezenet1.0-12-int8.onnx.svg new file mode 100644 index 0000000..af5ed48 --- /dev/null +++ b/content/posts/machine-learning-formats/squeezenet1.0-12-int8.onnx.svg @@ -0,0 +1 @@ +<svg xmlns="http://www.w3.org/2000/svg" id="export" class="canvas" preserveAspectRatio="xMidYMid meet" style="" width="268" height="5276"><rect id="background" fill="#fff" pointer-events="all" width="268" height="5276"/><g id="origin" transform="translate(12.147312927246094, 12.14731388092041) scale(1)"><g id="clusters" class="clusters"/><g id="edge-paths" class="edge-paths" style="pointer-events: none;"><defs><marker id="arrowhead" viewBox="0 0 10 10" refX="9" refY="5" markerUnits="strokeWidth" markerWidth="8" markerHeight="6" orient="auto" style="fill: rgb(0, 0, 0);"><path d="M 0 0 L 10 5 L 0 10 L 4 5 z" style="stroke-width: 1px;"/></marker><marker id="arrowhead-select" viewBox="0 0 10 10" refX="9" refY="5" markerUnits="strokeWidth" markerWidth="8" markerHeight="6" orient="auto" style="fill: rgba(220, 0, 0, 0.9);"><path d="M 0 0 L 10 5 L 0 10 L 4 5 z" style="stroke-width: 1px;"/></marker><marker id="arrowhead-hover" viewBox="0 0 10 10" refX="9" refY="5" markerUnits="strokeWidth" markerWidth="8" markerHeight="6" orient="auto" style="fill: rgba(220, 0, 0, 0.9);"><path d="M 0 0 L 10 5 L 0 10 L 4 5 z" style="stroke-width: 1px;"/></marker></defs><path id="edge-data_0" class="edge-path" d="M114.24250030517578,20.848000526428223L114.24250030517578,22.51466719309489C114.24250030517578,24.181333859761555,114.24250030517578,27.51466719309489,114.24250030517578,32.65466721852621C114.24250030517578,37.79466724395752,114.24250030517578,44.741333961486816,114.24250030517578,51.68800067901611C114.24250030517578,58.63466739654541,114.24250030517578,65.5813341140747,114.24250030517578,70.72133413950603C114.24250030517578,75.86133416493733,114.24250030517578,79.19466749827068,114.24250030517578,80.86133416493733L114.24250030517578,82.528000831604" style="stroke: rgb(0, 0, 0); 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font-size: 10px;" class="edge-label" id="edge-label-edge-fire7/expand3x3_2" transform="translate(57.12125015258789,3572.88009929657)"><tspan xml:space="preserve" dy="1em" x="1">1×192×13×13</tspan></text><text style="opacity: 1; font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 10px;" class="edge-label" id="edge-label-edge-fire7/concat_1" transform="translate(119.24250030517578,3635.408100128174)"><tspan xml:space="preserve" dy="1em" x="1">1×384×13×13</tspan></text><text style="opacity: 1; font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 10px;" class="edge-label" id="edge-label-edge-fire8/expand1x1_2" transform="translate(181.36375045776367,4115.616114616394)"><tspan xml:space="preserve" dy="1em" x="1">1×256×13×13</tspan></text><text style="opacity: 1; font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 10px;" class="edge-label" id="edge-label-edge-fire8/expand3x3_2" transform="translate(57.12125015258789,4115.616114616394)"><tspan xml:space="preserve" dy="1em" x="1">1×256×13×13</tspan></text><text style="opacity: 1; font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 10px;" class="edge-label" id="edge-label-edge-fire8/concat_1" transform="translate(119.24250030517578,4178.144115447998)"><tspan xml:space="preserve" dy="1em" x="1">1×512×13×13</tspan></text><text style="opacity: 1; font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 10px;" class="edge-label" id="edge-label-edge-fire9/expand1x1_2" transform="translate(181.36375045776367,4658.352129936218)"><tspan xml:space="preserve" dy="1em" x="1">1×256×13×13</tspan></text><text style="opacity: 1; font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 10px;" class="edge-label" id="edge-label-edge-fire9/expand3x3_2" transform="translate(57.12125015258789,4658.352129936218)"><tspan xml:space="preserve" dy="1em" x="1">1×256×13×13</tspan></text><text style="opacity: 1; font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 10px;" class="edge-label" id="edge-label-edge-fire9/concat_1" transform="translate(119.24250030517578,4720.880130767822)"><tspan xml:space="preserve" dy="1em" x="1">1×512×13×13</tspan></text><text style="opacity: 1; font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 10px;" class="edge-label" id="edge-label-edge-pool10_1" transform="translate(119.24250030517578,5141.0481424331665)"><tspan xml:space="preserve" dy="1em" x="1">1×1000×1×1</tspan></text><text style="opacity: 1; font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 10px;" class="edge-label" id="edge-label-edge-softmaxout_1" transform="translate(119.24250030517578,5203.5761432647705)"><tspan xml:space="preserve" dy="1em" x="1">1×1000×1×1</tspan></text></g><g id="nodes" class="nodes"><g id="input-name-data_0" class="node graph-input" style="" transform="translate(91.0275821685791,0)"><g class="node-item graph-item-input" transform="translate(0,0)"><path d="M5,0h36.42983627319336a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-36.42983627319336a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(238, 238, 238); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none;">data_0</text><title>float32[1,3,224,224]</title></g><path class="node node-border" d="M5,0h36.42983627319336a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-36.42983627319336a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-data_0_QuantizeLinear" class="node graph-node" style="" transform="translate(62.171875,82.528000831604)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.14125061035156a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.14125061035156a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QuantizeLinear</text><title>data_0_QuantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.14125061035156a0,0 0 0 1 0,0v26.168001174926758a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-26.168001174926758a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 1.07741570…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.584000587463379" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.97200107574463" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 115</tspan></text></g><line class="node" x1="0" x2="104.14125061035156" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.14125061035156a5,5 0 0 1 5,5v42.01600170135498a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-42.01600170135498a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_0_quant" class="node graph-node" style="" transform="translate(62.12125015258789,154.54400253295898)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_0_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 1.07741570…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 115</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[64,3,3,3]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈64×3×3×3〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[64]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈64〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[64]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈64〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 3.73572969…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[64]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈64〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-MaxPool_nc_rename_2_quant" class="node graph-node" style="" transform="translate(85.84704208374023,311.78400802612305)"><g class="node-item node-item-type node-item-type-pool" transform="translate(0,0)"><path d="M5,0h46.790916442871094a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-46.790916442871094a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">MaxPool</text><title>MaxPool_nc_rename_2_quant</title></g><path class="node node-border" d="M5,0h46.790916442871094a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-46.790916442871094a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_3_quant" class="node graph-node" style="" transform="translate(62.12125015258789,352.63200855255127)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_3_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 3.73572969…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[16,64,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈16×64×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[16]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈16〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[16]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈16〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 5.96574592…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[16]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈16〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_5_quant" class="node graph-node" style="" transform="translate(0,509.87201404571533)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_5_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.96574592…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[64,16,3,3]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈64×16×3×3〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[64]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈64〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[64]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈64〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 6.75794076…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[64]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈64〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_7_quant" class="node graph-node" style="" transform="translate(124.24250030517578,509.87201404571533)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_7_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.96574592…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[64,16,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈64×16×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[64]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈64〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[64]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈64〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 4.27861738…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[64]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈64〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire2/expand1x1_2_DequantizeLinear" class="node graph-node" style="" transform="translate(124.24250030517578,667.1120195388794)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire2/expand1x1_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 4.27861738…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire2/expand3x3_2_DequantizeLinear" class="node graph-node" style="" transform="translate(0,667.1120195388794)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire2/expand3x3_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 6.75794076…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Concat_nc_rename_9" class="node graph-node" style="" transform="translate(90.18424987792969,760.8240213394165)"><g class="node-item node-item-type node-item-type-tensor" transform="translate(0,0)"><path d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(89, 66, 59); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">Concat</text><title>Concat_nc_rename_9</title></g><path class="node node-border" d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire2/concat_1_QuantizeLinear" class="node graph-node" style="" transform="translate(62.171875,823.3520221710205)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.14125061035156a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.14125061035156a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QuantizeLinear</text><title>fire2/concat_1_QuantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.14125061035156a0,0 0 0 1 0,0v26.168001174926758a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-26.168001174926758a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 6.75794076…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.584000587463379" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.97200107574463" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.14125061035156" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.14125061035156a5,5 0 0 1 5,5v42.01600170135498a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-42.01600170135498a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_10_quant" class="node graph-node" style="" transform="translate(62.12125015258789,895.3680238723755)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_10_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 6.75794076…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[16,128,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈16×128×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[16]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈16〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[16]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈16〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 6.53136014…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[16]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈16〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_12_quant" class="node graph-node" style="" transform="translate(0,1052.6080293655396)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_12_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 6.53136014…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[64,16,3,3]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈64×16×3×3〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[64]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈64〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[64]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈64〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 5.09376716…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[64]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈64〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_14_quant" class="node graph-node" style="" transform="translate(124.24250030517578,1052.6080293655396)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_14_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 6.53136014…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[64,16,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈64×16×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[64]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈64〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[64]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈64〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 3.33888339…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[64]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈64〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire3/expand1x1_2_DequantizeLinear" class="node graph-node" style="" transform="translate(124.24250030517578,1209.8480348587036)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire3/expand1x1_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 3.33888339…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire3/expand3x3_2_DequantizeLinear" class="node graph-node" style="" transform="translate(0,1209.8480348587036)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire3/expand3x3_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.09376716…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Concat_nc_rename_16" class="node graph-node" style="" transform="translate(90.18424987792969,1303.5600366592407)"><g class="node-item node-item-type node-item-type-tensor" transform="translate(0,0)"><path d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(89, 66, 59); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">Concat</text><title>Concat_nc_rename_16</title></g><path class="node node-border" d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-MaxPool_nc_rename_17" class="node graph-node" style="" transform="translate(85.84704208374023,1366.0880374908447)"><g class="node-item node-item-type node-item-type-pool" transform="translate(0,0)"><path d="M5,0h46.790916442871094a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-46.790916442871094a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">MaxPool</text><title>MaxPool_nc_rename_17</title></g><path class="node node-border" d="M5,0h46.790916442871094a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-46.790916442871094a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-pool3_1_QuantizeLinear" class="node graph-node" style="" transform="translate(62.171875,1428.6160383224487)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.14125061035156a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.14125061035156a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QuantizeLinear</text><title>pool3_1_QuantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.14125061035156a0,0 0 0 1 0,0v26.168001174926758a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-26.168001174926758a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 5.09376716…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.584000587463379" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.97200107574463" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.14125061035156" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.14125061035156a5,5 0 0 1 5,5v42.01600170135498a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-42.01600170135498a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_18_quant" class="node graph-node" style="" transform="translate(62.12125015258789,1500.6320400238037)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_18_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.09376716…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[32,128,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈32×128×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[32]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈32〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[32]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈32〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 8.35273838…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[32]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈32〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_20_quant" class="node graph-node" style="" transform="translate(0,1657.8720455169678)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_20_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 8.35273838…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[128,32,3,3]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈128×32×3×3〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[128]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈128〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[128]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈128〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 8.01775264…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[128]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈128〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_22_quant" class="node graph-node" style="" transform="translate(124.24250030517578,1657.8720455169678)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_22_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 8.35273838…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[128,32,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈128×32×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[128]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈128〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[128]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈128〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 5.12402820…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[128]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈128〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire4/expand1x1_2_DequantizeLinear" class="node graph-node" style="" transform="translate(124.24250030517578,1815.1120510101318)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire4/expand1x1_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.12402820…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire4/expand3x3_2_DequantizeLinear" class="node graph-node" style="" transform="translate(0,1815.1120510101318)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire4/expand3x3_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 8.01775264…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Concat_nc_rename_24" class="node graph-node" style="" transform="translate(90.18424987792969,1908.824052810669)"><g class="node-item node-item-type node-item-type-tensor" transform="translate(0,0)"><path d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(89, 66, 59); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">Concat</text><title>Concat_nc_rename_24</title></g><path class="node node-border" d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire4/concat_1_QuantizeLinear" class="node graph-node" style="" transform="translate(62.171875,1971.352053642273)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.14125061035156a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.14125061035156a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QuantizeLinear</text><title>fire4/concat_1_QuantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.14125061035156a0,0 0 0 1 0,0v26.168001174926758a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-26.168001174926758a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 8.01775264…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.584000587463379" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.97200107574463" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.14125061035156" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.14125061035156a5,5 0 0 1 5,5v42.01600170135498a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-42.01600170135498a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_25_quant" class="node graph-node" style="" transform="translate(62.12125015258789,2043.368055343628)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_25_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 8.01775264…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[32,256,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈32×256×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[32]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈32〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[32]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈32〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 6.03720712…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[32]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈32〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_27_quant" class="node graph-node" style="" transform="translate(0,2200.608060836792)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_27_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 6.03720712…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[128,32,3,3]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈128×32×3×3〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[128]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈128〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[128]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈128〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 5.03509283…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[128]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈128〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_29_quant" class="node graph-node" style="" transform="translate(124.24250030517578,2200.608060836792)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_29_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 6.03720712…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[128,32,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈128×32×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[128]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈128〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[128]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈128〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 2.92680954…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[128]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈128〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire5/expand1x1_2_DequantizeLinear" class="node graph-node" style="" transform="translate(124.24250030517578,2357.848066329956)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire5/expand1x1_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 2.92680954…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire5/expand3x3_2_DequantizeLinear" class="node graph-node" style="" transform="translate(0,2357.848066329956)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire5/expand3x3_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.03509283…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Concat_nc_rename_31" class="node graph-node" style="" transform="translate(90.18424987792969,2451.560068130493)"><g class="node-item node-item-type node-item-type-tensor" transform="translate(0,0)"><path d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(89, 66, 59); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">Concat</text><title>Concat_nc_rename_31</title></g><path class="node node-border" d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-MaxPool_nc_rename_32" class="node graph-node" style="" transform="translate(85.84704208374023,2514.088068962097)"><g class="node-item node-item-type node-item-type-pool" transform="translate(0,0)"><path d="M5,0h46.790916442871094a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-46.790916442871094a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">MaxPool</text><title>MaxPool_nc_rename_32</title></g><path class="node node-border" d="M5,0h46.790916442871094a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-46.790916442871094a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-pool5_1_QuantizeLinear" class="node graph-node" style="" transform="translate(62.171875,2576.616069793701)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.14125061035156a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.14125061035156a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QuantizeLinear</text><title>pool5_1_QuantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.14125061035156a0,0 0 0 1 0,0v26.168001174926758a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-26.168001174926758a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 5.03509283…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.584000587463379" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.97200107574463" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.14125061035156" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.14125061035156a5,5 0 0 1 5,5v42.01600170135498a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-42.01600170135498a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_33_quant" class="node graph-node" style="" transform="translate(62.12125015258789,2648.632071495056)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_33_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.03509283…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[48,256,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈48×256×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[48]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈48〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[48]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈48〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 8.55824184…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[48]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈48〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_35_quant" class="node graph-node" style="" transform="translate(0,2805.87207698822)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_35_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 8.55824184…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[192,48,3,3]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈192×48×3×3〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[192]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈192〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[192]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈192〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 5.70068931…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[192]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈192〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_37_quant" class="node graph-node" style="" transform="translate(124.24250030517578,2805.87207698822)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_37_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 8.55824184…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[192,48,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈192×48×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[192]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈192〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[192]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈192〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 4.46932649…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[192]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈192〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire6/expand1x1_2_DequantizeLinear" class="node graph-node" style="" transform="translate(124.24250030517578,2963.1120824813843)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire6/expand1x1_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 4.46932649…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire6/expand3x3_2_DequantizeLinear" class="node graph-node" style="" transform="translate(0,2963.1120824813843)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire6/expand3x3_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.70068931…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Concat_nc_rename_39" class="node graph-node" style="" transform="translate(90.18424987792969,3056.8240842819214)"><g class="node-item node-item-type node-item-type-tensor" transform="translate(0,0)"><path d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(89, 66, 59); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">Concat</text><title>Concat_nc_rename_39</title></g><path class="node node-border" d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire6/concat_1_QuantizeLinear" class="node graph-node" style="" transform="translate(62.171875,3119.3520851135254)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.14125061035156a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.14125061035156a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QuantizeLinear</text><title>fire6/concat_1_QuantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.14125061035156a0,0 0 0 1 0,0v26.168001174926758a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-26.168001174926758a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 5.70068931…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.584000587463379" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.97200107574463" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.14125061035156" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.14125061035156a5,5 0 0 1 5,5v42.01600170135498a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-42.01600170135498a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_40_quant" class="node graph-node" style="" transform="translate(62.12125015258789,3191.3680868148804)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_40_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.70068931…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[48,384,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈48×384×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[48]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈48〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[48]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈48〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 5.94832229…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[48]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈48〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_42_quant" class="node graph-node" style="" transform="translate(0,3348.6080923080444)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_42_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.94832229…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[192,48,3,3]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈192×48×3×3〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[192]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈192〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[192]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈192〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 4.35615110…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[192]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈192〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_44_quant" class="node graph-node" style="" transform="translate(124.24250030517578,3348.6080923080444)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_44_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.94832229…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[192,48,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈192×48×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[192]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈192〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[192]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈192〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 2.65132427…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[192]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈192〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire7/expand1x1_2_DequantizeLinear" class="node graph-node" style="" transform="translate(124.24250030517578,3505.8480978012085)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire7/expand1x1_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 2.65132427…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire7/expand3x3_2_DequantizeLinear" class="node graph-node" style="" transform="translate(0,3505.8480978012085)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire7/expand3x3_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 4.35615110…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Concat_nc_rename_46" class="node graph-node" style="" transform="translate(90.18424987792969,3599.5600996017456)"><g class="node-item node-item-type node-item-type-tensor" transform="translate(0,0)"><path d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(89, 66, 59); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">Concat</text><title>Concat_nc_rename_46</title></g><path class="node node-border" d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire7/concat_1_QuantizeLinear" class="node graph-node" style="" transform="translate(62.171875,3662.0881004333496)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.14125061035156a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.14125061035156a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QuantizeLinear</text><title>fire7/concat_1_QuantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.14125061035156a0,0 0 0 1 0,0v26.168001174926758a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-26.168001174926758a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 4.35615110…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.584000587463379" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.97200107574463" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.14125061035156" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.14125061035156a5,5 0 0 1 5,5v42.01600170135498a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-42.01600170135498a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_47_quant" class="node graph-node" style="" transform="translate(62.12125015258789,3734.1041021347046)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_47_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 4.35615110…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[64,384,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈64×384×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[64]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈64〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[64]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈64〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 5.99537658…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[64]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈64〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_49_quant" class="node graph-node" style="" transform="translate(0,3891.3441076278687)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_49_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.99537658…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[256,64,3,3]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈256×64×3×3〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[256]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈256〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[256]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈256〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 5.16970443…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[256]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈256〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_51_quant" class="node graph-node" style="" transform="translate(124.24250030517578,3891.3441076278687)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_51_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.99537658…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[256,64,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈256×64×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[256]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈256〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[256]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈256〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 2.11400485…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[256]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈256〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire8/expand1x1_2_DequantizeLinear" class="node graph-node" style="" transform="translate(124.24250030517578,4048.5841131210327)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire8/expand1x1_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 2.11400485…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire8/expand3x3_2_DequantizeLinear" class="node graph-node" style="" transform="translate(0,4048.5841131210327)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire8/expand3x3_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.16970443…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Concat_nc_rename_53" class="node graph-node" style="" transform="translate(90.18424987792969,4142.29611492157)"><g class="node-item node-item-type node-item-type-tensor" transform="translate(0,0)"><path d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(89, 66, 59); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">Concat</text><title>Concat_nc_rename_53</title></g><path class="node node-border" d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire8/concat_1_QuantizeLinear" class="node graph-node" style="" transform="translate(62.171875,4204.824115753174)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.14125061035156a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.14125061035156a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QuantizeLinear</text><title>fire8/concat_1_QuantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.14125061035156a0,0 0 0 1 0,0v26.168001174926758a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-26.168001174926758a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 5.16970443…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.584000587463379" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.97200107574463" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.14125061035156" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.14125061035156a5,5 0 0 1 5,5v42.01600170135498a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-42.01600170135498a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_54_quant" class="node graph-node" style="" transform="translate(62.12125015258789,4276.840117454529)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_54_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 5.16970443…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[64,512,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈64×512×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[64]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈64〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[64]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈64〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 6.17008066…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[64]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈64〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_56_quant" class="node graph-node" style="" transform="translate(0,4434.080122947693)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_56_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 6.17008066…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[256,64,3,3]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈256×64×3×3〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[256]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈256〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[256]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈256〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 2.79995012…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[256]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈256〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_58_quant" class="node graph-node" style="" transform="translate(124.24250030517578,4434.080122947693)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_58_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 6.17008066…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[256,64,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈256×64×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[256]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈256〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[256]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈256〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 2.90131521…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="98.24250030517578" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[256]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈256〉</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire9/expand1x1_2_DequantizeLinear" class="node graph-node" style="" transform="translate(124.24250030517578,4591.320128440857)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire9/expand1x1_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 2.90131521…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire9/expand3x3_2_DequantizeLinear" class="node graph-node" style="" transform="translate(0,4591.320128440857)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>fire9/expand3x3_2_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.24250030517578" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 2.79995012…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="98.24250030517578" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.24250030517578" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Concat_nc_rename_60" class="node graph-node" style="" transform="translate(90.18424987792969,4685.032130241394)"><g class="node-item node-item-type node-item-type-tensor" transform="translate(0,0)"><path d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(89, 66, 59); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">Concat</text><title>Concat_nc_rename_60</title></g><path class="node node-border" d="M5,0h38.11650085449219a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-38.11650085449219a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-fire9/concat_1_QuantizeLinear" class="node graph-node" style="" transform="translate(62.171875,4747.560131072998)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.14125061035156a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-104.14125061035156a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QuantizeLinear</text><title>fire9/concat_1_QuantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h104.14125061035156a0,0 0 0 1 0,0v26.168001174926758a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-26.168001174926758a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 2.90131521…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.584000587463379" width="98.14125061035156" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.97200107574463" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="104.14125061035156" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.14125061035156a5,5 0 0 1 5,5v42.01600170135498a5,5 0 0 1 -5,5h-94.14125061035156a5,5 0 0 1 -5,-5v-42.01600170135498a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Conv_nc_rename_61_quant" class="node graph-node" style="" transform="translate(61.19087219238281,4819.576132774353)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h96.10325622558594a5,5 0 0 1 5,5v15.848000526428223a0,0 0 0 1 0,0h-106.10325622558594a0,0 0 0 1 0,0v-15.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">QLinearConv</text><title>Conv_nc_rename_61_quant</title></g><g class="node-argument-list" transform="translate(0,20.848000526428223)"><path d="M0,0h106.10325622558594a0,0 0 0 1 0,0v111.39200496673584a5,5 0 0 1 -5,5h-96.10325622558594a5,5 0 0 1 -5,-5v-111.39200496673584a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0px;"/><g class="node-argument"><rect rx="3" ry="3" x="3" y="3" width="100.10325622558594" height="12.512001037597656" style="fill: transparent;"/><text xml:space="preserve" x="6" y="12.38800048828125" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>x_scale</tspan><tspan> = 2.90131521…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="15.512001037597656" width="100.10325622558594" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="24.900001525878906" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>x_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="28.096001625061035" width="100.10325622558594" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="39.53600215911865" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[1000,512,1,1]</title><tspan style="font-weight: bold;">w</tspan><tspan>〈1000×512×1×1〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="43.12800216674805" width="100.10325622558594" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="54.568002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32[1000]</title><tspan style="font-weight: bold;">w_scale</tspan><tspan>〈1000〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="58.16000270843506" width="100.10325622558594" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="69.60000324249268" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int8[1000]</title><tspan style="font-weight: bold;">w_zero_point</tspan><tspan>〈1000〉</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="73.19200325012207" width="100.10325622558594" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="82.58000373840332" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 1.84771847…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="85.77600383758545" width="100.10325622558594" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="95.1640043258667" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="98.36000442504883" width="100.10325622558594" height="15.032000541687012" style="fill: transparent;"/><text xml:space="preserve" x="6" y="109.80000495910645" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>int32[1000]</title><tspan style="font-weight: bold;">B</tspan><tspan>〈1000〉</tspan></text></g><line class="node" x1="0" x2="106.10325622558594" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h96.10325622558594a5,5 0 0 1 5,5v127.24000549316406a5,5 0 0 1 -5,5h-96.10325622558594a5,5 0 0 1 -5,-5v-127.24000549316406a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); 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font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>float32</title><tspan>y_scale</tspan><tspan> = 0.18580777…</tspan></text></g><g class="node-argument"><rect rx="3" ry="3" x="3" y="40.680002212524414" width="127.3765869140625" height="12.584000587463379" style="fill: transparent;"/><text xml:space="preserve" x="6" y="50.068002700805664" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 9px; font-weight: normal; text-rendering: geometricprecision; user-select: none;"><title>uint8</title><tspan>y_zero_point</tspan><tspan> = 0</tspan></text></g><line class="node" x1="0" x2="133.3765869140625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h123.3765869140625a5,5 0 0 1 5,5v67.20000267028809a5,5 0 0 1 -5,5h-123.3765869140625a5,5 0 0 1 -5,-5v-67.20000267028809a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-pool10_1_DequantizeLinear" class="node graph-node" style="" transform="translate(62.12125015258789,5074.016140937805)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h94.24250030517578a5,5 0 0 1 5,5v15.935999870300293a0,0 0 0 1 0,0h-104.24250030517578a0,0 0 0 1 0,0v-15.935999870300293a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 51, 51); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">DequantizeLinear</text><title>pool10_1_DequantizeLinear</title></g><g class="node-argument-list" transform="translate(0,20.935999870300293)"><path d="M0,0h104.24250030517578a0,0 0 0 1 0,0v26.096001625061035a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-26.096001625061035a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); 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fill: none; stroke-width: 1px;"/></g><path class="node node-border" d="M5,0h94.24250030517578a5,5 0 0 1 5,5v42.03200149536133a5,5 0 0 1 -5,5h-94.24250030517578a5,5 0 0 1 -5,-5v-42.03200149536133a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-Softmax_nc_rename_64" class="node graph-node" style="" transform="translate(86.94245719909668,5167.728142738342)"><g class="node-item node-item-type node-item-type-activation" transform="translate(0,0)"><path d="M5,0h44.6000862121582a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-44.6000862121582a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0px;"/><text x="7" y="14.251999855041504" style="font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", "Ubuntu", "Droid Sans", sans-serif, "PingFang SC"; font-size: 11px; text-rendering: geometricprecision; user-select: none; fill: rgb(255, 255, 255);">Softmax</text><title>Softmax_nc_rename_64</title></g><path class="node node-border" d="M5,0h44.6000862121582a5,5 0 0 1 5,5v10.848000526428223a5,5 0 0 1 -5,5h-44.6000862121582a5,5 0 0 1 -5,-5v-10.848000526428223a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); 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