From e9cd332177c9f044d5e959130b1c93d87a610555 Mon Sep 17 00:00:00 2001 From: Cifko Date: Thu, 28 Mar 2024 09:19:16 +0100 Subject: [PATCH] test2 --- .../src/candle/stable_diffusion.rs | 28 ++++++++++++++++++- atoma-inference/src/main.rs | 4 +-- output.json | 1 + 3 files changed, 30 insertions(+), 3 deletions(-) create mode 100644 output.json diff --git a/atoma-inference/src/candle/stable_diffusion.rs b/atoma-inference/src/candle/stable_diffusion.rs index 12b50dda..0a1f1130 100644 --- a/atoma-inference/src/candle/stable_diffusion.rs +++ b/atoma-inference/src/candle/stable_diffusion.rs @@ -5,6 +5,7 @@ extern crate accelerate_src; extern crate intel_mkl_src; use candle_transformers::models::stable_diffusion::{self, StableDiffusionConfig}; +use image::open; use std::path::PathBuf; use candle::{DType, Device, IndexOp, Module, Tensor, D}; @@ -271,11 +272,36 @@ impl CandleModel for StableDiffusion { &device, )?; // scale the initial noise by the standard deviation required by the scheduler - (latents * scheduler.init_noise_sigma())? + let sigma = scheduler.init_noise_sigma(); + println!("sigma: {}", sigma); + (latents * sigma)? } }; let mut latents = latents.to_dtype(dtype)?; + use std::fs::File; + use std::io::Write; + + let json_output = serde_json::to_string( + &latents + .clone() + .to_device(&Device::Cpu)? + .flatten_all()? + .to_dtype(DType::F64)? + .to_vec1::()?, + ) + .unwrap(); + let mut file = File::create("output.json")?; + file.write_all(json_output.as_bytes())?; + // "latents: {:?}", + // latents + // .clone() + // .to_device(&Device::Cpu)? + // .flatten_all()? + // .to_dtype(DType::F64)? + // .to_vec1::()? + // ); + for (timestep_index, ×tep) in timesteps.iter().enumerate() { if timestep_index < t_start { continue; diff --git a/atoma-inference/src/main.rs b/atoma-inference/src/main.rs index 2cdd69f8..9fd7fa23 100644 --- a/atoma-inference/src/main.rs +++ b/atoma-inference/src/main.rs @@ -31,8 +31,8 @@ fn llama1() { } fn main() { - // stable_diffusion(); - llama1(); + stable_diffusion(); + // llama1(); // let result = llama::run("One day I will").unwrap(); // println!("{}", result); diff --git a/output.json b/output.json new file mode 100644 index 00000000..0e1148f5 --- /dev/null +++ b/output.json @@ -0,0 +1 @@ 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