nitrofusion2-dit-refiners / validation.json
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{
"strict_load": true,
"finite": true,
"diffusers_version": "0.36.0",
"source_declared_diffusers_version": "0.36.0.dev0",
"torch_version": "2.14.1",
"device": "cpu",
"dtype": [
"torch.bfloat16"
],
"parameters": 715746304,
"tensor_count": 56,
"noise_refiner_validation": {
"input": "three real COCO128 images encoded by the authentic Z-Image VAE, patchified and embedded with the authentic all_x_embedder, noised at flow-matching t=0.5, real t_embedder adaLN conditioning and upstream create_coordinate_grid RoPE",
"vae_sha256": "f5b59a26851551b67ae1fe58d32e76486e1e812def4696a4bea97f16604d40a3",
"vae_identical_to_z_image_turbo": true,
"assumed_caption_length": 64,
"assumption_note": "image position ids are offset by the padded caption length upstream; the official Qwen3 text encoder is out of scope, so a fixed 64-token caption length is assumed",
"per_image": [
{
"image": "000000000009.png",
"source_size": [
256,
256
],
"latent_shape": [
1,
16,
32,
32
],
"patch_shape": [
256,
64
],
"noise_refiner_output_shape": [
1,
256,
3840
],
"timestep": 0.5,
"finite": true,
"repeat_max_abs_error": 0.0,
"output_abs_mean": 0.1828508973121643
},
{
"image": "000000000030.png",
"source_size": [
256,
256
],
"latent_shape": [
1,
16,
32,
32
],
"patch_shape": [
256,
64
],
"noise_refiner_output_shape": [
1,
256,
3840
],
"timestep": 0.5,
"finite": true,
"repeat_max_abs_error": 0.0,
"output_abs_mean": 0.17951683700084686
},
{
"image": "000000000034.png",
"source_size": [
256,
256
],
"latent_shape": [
1,
16,
32,
32
],
"patch_shape": [
256,
64
],
"noise_refiner_output_shape": [
1,
256,
3840
],
"timestep": 0.5,
"finite": true,
"repeat_max_abs_error": 0.0,
"output_abs_mean": 0.16232071816921234
}
]
},
"context_refiner_validation": {
"input": "synthetic Qwen3-shaped caption features (seeded), passed through the authentic cap_embedder",
"cap_len": 64,
"output_shape": [
1,
64,
3840
],
"finite": true,
"repeat_max_abs_error": 0.0,
"output_abs_mean": 0.5141564011573792
},
"elapsed_seconds": 20.54,
"limitations": "Component-level CPU test only. The 30-layer DiT trunk, final layer, VAE decoder and text encoder are excluded, so this does not evaluate image generation quality or end-to-end parity with the full NitroFusion2 pipeline. context_refiner inputs are synthetic because the official Qwen3 text encoder was not downloaded. bfloat16 CPU execution is not claimed to match GPU inference. COCO128 may overlap training data."
}