Ben_Kosytorz
3a67c0979c
- Updated stablediffusion crate path from "../stable-diffusion-burn" to "./crates/stable-diffusion-burn" for proper workspace resolution - Enhanced .gitignore to include generated model files (.mpk, .pt, .bin, .safetensors, .ckpt) and user_data directory - Added Cargo.lock to gitignore with appropriate comment - Reorganized IDE files section in gitignore for better clarity - Added newline at end of file for proper formatting
30 lines
1.1 KiB
Rust
30 lines
1.1 KiB
Rust
use super::*;
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use burn_tensor::TensorData;
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use burn_tensor::Tolerance;
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#[test]
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fn should_diff_permute() {
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let data_1 = TensorData::from([[[1.0, 7.0], [2.0, 3.0]]]); // 1x2x2
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let data_2 = TensorData::from([[[1.0, 7.0], [3.2, 2.0], [3.0, 3.0]]]); // 1x3x2
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let device = Default::default();
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let tensor_1 = TestAutodiffTensor::from_data(data_1, &device).require_grad();
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let tensor_2 = TestAutodiffTensor::from_data(data_2, &device).require_grad();
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let tensor_3 = tensor_2.clone().permute([0, 2, 1]);
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let tensor_4 = tensor_1.clone().matmul(tensor_3);
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let grads = tensor_4.backward();
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let grad_1 = tensor_1.grad(&grads).unwrap();
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let grad_2 = tensor_2.grad(&grads).unwrap();
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let tolerance = Tolerance::default().set_half_precision_relative(1e-3);
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grad_1
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.into_data()
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.assert_approx_eq::<FloatElem>(&TensorData::from([[[7.2, 12.0], [7.2, 12.0]]]), tolerance); // 1x2x2
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grad_2.into_data().assert_approx_eq::<FloatElem>(
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&TensorData::from([[[3.0, 10.0], [3.0, 10.0], [3.0, 10.0]]]),
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tolerance,
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); // 1x3x2
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}
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