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LaurentMazare avatar LaurentMazare commented on August 17, 2024

I just ran the following code based on your example and it worked properly for me. Maybe you could provide more details on how to reproduce the issue?

fn main() -> Result<()> {
    let dev = Device::new_cuda(0)?;
    let conv_config = Conv2dConfig {
        stride: 14,
        ..Default::default()
    };
    let vb = VarBuilder::zeros(DType::BF16, &dev);
    let patch_embedding = conv2d(
        /* in= */ 3,
        /* out= */ 1152,
        /* kernel_size = */ 14,
        conv_config,
        vb.pp("patch_embedding"),
    )?;
    let t = Tensor::zeros((5, 3, 663, 980), DType::BF16, &dev)?;
    let res = patch_embedding.forward(&t)?;
    println!("{res}");

    Ok(())
}

from candle.

EricLBuehler avatar EricLBuehler commented on August 17, 2024

I think I figured it out. If we set

candle_core::cuda::set_gemm_reduced_precision_f16(true);

Then it crashes. I think this is not a bug though, so I'll close the issue.

from candle.

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