Spaces:
Build error
Build error
| { | |
| "version": "1.0.0", | |
| "metadata": { | |
| "name": "Simple MLP", | |
| "description": "A simple Multi-Layer Perceptron for MNIST classification", | |
| "framework": "pytorch", | |
| "created": "2024-12-17T10:00:00Z", | |
| "tags": ["mlp", "classification", "mnist"], | |
| "inputShape": [1, 784], | |
| "outputShape": [1, 10], | |
| "totalParams": 669706, | |
| "trainableParams": 669706 | |
| }, | |
| "graph": { | |
| "nodes": [ | |
| { | |
| "id": "input", | |
| "type": "input", | |
| "name": "Input", | |
| "outputShape": [1, 784], | |
| "depth": 0 | |
| }, | |
| { | |
| "id": "fc1", | |
| "type": "linear", | |
| "name": "fc1", | |
| "params": { | |
| "inFeatures": 784, | |
| "outFeatures": 512, | |
| "bias": true | |
| }, | |
| "inputShape": [1, 784], | |
| "outputShape": [1, 512], | |
| "depth": 1 | |
| }, | |
| { | |
| "id": "relu1", | |
| "type": "relu", | |
| "name": "ReLU", | |
| "inputShape": [1, 512], | |
| "outputShape": [1, 512], | |
| "depth": 2 | |
| }, | |
| { | |
| "id": "dropout1", | |
| "type": "dropout", | |
| "name": "Dropout", | |
| "params": { | |
| "dropoutRate": 0.2 | |
| }, | |
| "inputShape": [1, 512], | |
| "outputShape": [1, 512], | |
| "depth": 3 | |
| }, | |
| { | |
| "id": "fc2", | |
| "type": "linear", | |
| "name": "fc2", | |
| "params": { | |
| "inFeatures": 512, | |
| "outFeatures": 256, | |
| "bias": true | |
| }, | |
| "inputShape": [1, 512], | |
| "outputShape": [1, 256], | |
| "depth": 4 | |
| }, | |
| { | |
| "id": "relu2", | |
| "type": "relu", | |
| "name": "ReLU", | |
| "inputShape": [1, 256], | |
| "outputShape": [1, 256], | |
| "depth": 5 | |
| }, | |
| { | |
| "id": "dropout2", | |
| "type": "dropout", | |
| "name": "Dropout", | |
| "params": { | |
| "dropoutRate": 0.2 | |
| }, | |
| "inputShape": [1, 256], | |
| "outputShape": [1, 256], | |
| "depth": 6 | |
| }, | |
| { | |
| "id": "fc3", | |
| "type": "linear", | |
| "name": "fc3", | |
| "params": { | |
| "inFeatures": 256, | |
| "outFeatures": 10, | |
| "bias": true | |
| }, | |
| "inputShape": [1, 256], | |
| "outputShape": [1, 10], | |
| "depth": 7 | |
| }, | |
| { | |
| "id": "softmax", | |
| "type": "softmax", | |
| "name": "Softmax", | |
| "inputShape": [1, 10], | |
| "outputShape": [1, 10], | |
| "depth": 8 | |
| }, | |
| { | |
| "id": "output", | |
| "type": "output", | |
| "name": "Output", | |
| "inputShape": [1, 10], | |
| "depth": 9 | |
| } | |
| ], | |
| "edges": [ | |
| { "source": "input", "target": "fc1", "tensorShape": [1, 784] }, | |
| { "source": "fc1", "target": "relu1", "tensorShape": [1, 512] }, | |
| { "source": "relu1", "target": "dropout1", "tensorShape": [1, 512] }, | |
| { "source": "dropout1", "target": "fc2", "tensorShape": [1, 512] }, | |
| { "source": "fc2", "target": "relu2", "tensorShape": [1, 256] }, | |
| { "source": "relu2", "target": "dropout2", "tensorShape": [1, 256] }, | |
| { "source": "dropout2", "target": "fc3", "tensorShape": [1, 256] }, | |
| { "source": "fc3", "target": "softmax", "tensorShape": [1, 10] }, | |
| { "source": "softmax", "target": "output", "tensorShape": [1, 10] } | |
| ] | |
| }, | |
| "visualization": { | |
| "layout": "layered", | |
| "theme": "dark", | |
| "layerSpacing": 3.0, | |
| "nodeScale": 1.0, | |
| "showLabels": true, | |
| "showEdges": true, | |
| "edgeStyle": "tube" | |
| } | |
| } | |