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README.md
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---
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license: mit
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library_name: pytorch
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tags:
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- pim
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- mnist
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- visualization
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- prototype
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---
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# PIM ResNet MNIST Prototype
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This model repository stores the prototype checkpoint used by
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`CELL-POSTECH/PIM_matmul_visualization`.
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## Intended Use
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The checkpoint is intended for local interactive visualization of PIM tiled
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convolution internals. It is **PROTOTYPE_ONLY** and must not be cited as a
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validated benchmark, reproduction, or final MNIST result.
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## Files
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- `stage9_resnet18_mnist_binary_with_pim_conv2_5_3epoch_prototype_seed0.pt`:
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PyTorch `state_dict`.
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- `resnet_mnist_3epoch_prototype.json`: configuration used to instantiate the
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model and backend visualization slice.
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## Prototype Configuration
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- Dataset: MNIST
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- Epochs: 3
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- Seed: 0
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- Optimizer: Adam
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- Learning rate: 0.0001
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- Batch size: 50
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- PIM tiled convolution indices: 2, 3, 4, 5
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- Result status: `PROTOTYPE_ONLY`
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These settings come from the local project prototype config, not from a
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paper-verified experimental protocol.
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