---
license: mit
library_name: pytorch
tags:
  - pim
  - mnist
  - visualization
  - prototype
---

# PIM ResNet MNIST Prototype

This model repository stores the prototype checkpoint used by
`CELL-POSTECH/PIM_matmul_visualization`.

## Intended Use

The checkpoint is intended for local interactive visualization of PIM tiled
convolution internals. It is **PROTOTYPE_ONLY** and must not be cited as a
validated benchmark, reproduction, or final MNIST result.

## Files

- `stage9_resnet18_mnist_binary_with_pim_conv2_5_3epoch_prototype_seed0.pt`:
  PyTorch `state_dict`.
- `resnet_mnist_3epoch_prototype.json`: configuration used to instantiate the
  model and backend visualization slice.

## Prototype Configuration

- Dataset: MNIST
- Epochs: 3
- Seed: 0
- Optimizer: Adam
- Learning rate: 0.0001
- Batch size: 50
- PIM tiled convolution indices: 2, 3, 4, 5
- Result status: `PROTOTYPE_ONLY`

These settings come from the local project prototype config, not from a
paper-verified experimental protocol.