{ "process_isolation": [ { "name": "bf16", "launcher_pid": 7376, "inference_pid": 25920, "exit_code": 0, "start_allocated_bytes": 0, "inference_pid_absent_from_gpu_after_exit": true }, { "name": "int8", "launcher_pid": 35376, "inference_pid": 29636, "exit_code": 0, "start_allocated_bytes": 0, "inference_pid_absent_from_gpu_after_exit": true }, { "name": "young_bf16", "launcher_pid": 31516, "inference_pid": 35212, "exit_code": 0, "start_allocated_bytes": 0, "inference_pid_absent_from_gpu_after_exit": true }, { "name": "young_int8", "launcher_pid": 5400, "inference_pid": 11368, "exit_code": 0, "start_allocated_bytes": 0, "inference_pid_absent_from_gpu_after_exit": true } ], "original_and_corrected_identical_images": [ [ "", "bf16", "portrait", 42 ], [ "", "bf16", "portrait", 123 ], [ "", "bf16", "english_text", 42 ], [ "", "bf16", "english_text", 123 ], [ "", "bf16", "chinese_text", 42 ], [ "", "bf16", "chinese_text", 123 ], [ "", "bf16", "composition", 42 ], [ "", "bf16", "composition", 123 ], [ "", "bf16", "texture", 42 ], [ "", "bf16", "texture", 123 ], [ "", "bf16", "rgba", 42 ], [ "", "bf16", "rgba", 123 ], [ "", "bf16", "edit", 42 ], [ "", "bf16", "edit", 123 ], [ "", "int8", "portrait", 42 ], [ "", "int8", "portrait", 123 ], [ "", "int8", "english_text", 42 ], [ "", "int8", "english_text", 123 ], [ "", "int8", "chinese_text", 42 ], [ "", "int8", "chinese_text", 123 ], [ "", "int8", "composition", 42 ], [ "", "int8", "composition", 123 ], [ "", "int8", "texture", 42 ], [ "", "int8", "texture", 123 ], [ "", "int8", "rgba", 42 ], [ "", "int8", "rgba", 123 ], [ "", "int8", "edit", 42 ], [ "", "int8", "edit", 123 ], [ "young_woman", "bf16", "young_chinese_woman", 42 ], [ "young_woman", "bf16", "young_chinese_woman", 123 ], [ "young_woman", "int8", "young_chinese_woman", 42 ], [ "young_woman", "int8", "young_chinese_woman", 123 ] ], "diagnostic_identical_images": [ "edit_fresh", "portrait", "edit_repeat", "edit_rgb", "edit_no_cache" ], "initial_peak": { "bf16": 19.081242561340332, "int8": 23.080156326293945 }, "corrected_peak": { "bf16": 19.081242561340332, "int8": 12.087220668792725 }, "load_peak": { "bf16": 0.0, "int8": 9.335469722747803 }, "native": { "bf16": { "name": "edit_native", "seed": 42, "input_mode": "original", "kv_cache": true, "width": 2048, "height": 2048, "steps": 40, "cfg": 1.0, "vae_tiling": true, "seconds": 233.8040861999998, "peak_allocated_bytes": 28467959296, "image_sha256": "c551ac809ccb48146d1ad842d75975c0e9663d388a368010d2bfccb7883eeeec", "input_sha256": "01e37e178fb0d35d5c706b7edd76bc1a6c5b50ec3536901a467fd45295d097aa" }, "int8": { "name": "edit_native", "seed": 42, "input_mode": "original", "kv_cache": true, "width": 2048, "height": 2048, "steps": 40, "cfg": 1.0, "vae_tiling": true, "seconds": 213.56440760000078, "peak_allocated_bytes": 23243435008, "image_sha256": "b6af18d8688bb2669632adf0cfae962bc34431e30e935014997010cde5c2ca59", "input_sha256": "01e37e178fb0d35d5c706b7edd76bc1a6c5b50ec3536901a467fd45295d097aa" } }, "editing_conclusion_en": "At 1024px, enabling VAE tiling alone still produces excessive sharpening. At 2048px with the same tiling configuration, both BF16 and INT8 produce a red sweater while substantially preserving the soft lighting and natural skin texture. This controlled comparison supports resolution sensitivity in this editing case (including reference-image preprocessing). It does not identify a deeper model/pipeline cause or establish universal editing reliability.", "editing_conclusion_zh": "1024px 下仅开启 VAE 分块仍过度锐化;2048px 配合同样的分块设置时,BF16 和 INT8 均生成红色毛衣,并较好保持柔和光线与自然皮肤质感。这一受控对照支持该编辑用例对分辨率敏感(包括参考图预处理分辨率),但尚未确定更深层的模型/流水线原因,也不能证明所有编辑任务均可靠。", "images": [ { "path": "input.png", "en": "Shared input", "zh": "两种精度共同输入" }, { "path": "int8-original/edit_fresh.png", "en": "Fresh-process INT8, 1024px (failure reproduced)", "zh": "新进程 INT8,1024px(复现失败)" }, { "path": "int8-original/edit_rgb.png", "en": "1024px RGB input (not improved)", "zh": "1024px RGB 输入(未改善)" }, { "path": "int8-original/edit_no_cache.png", "en": "1024px KV cache off (not improved)", "zh": "1024px 关闭 KV 缓存(未改善)" }, { "path": "int8-fixed/vae_roundtrip.png", "en": "VAE-only round trip (no diffusion editing)", "zh": "仅 VAE 编解码(未进行扩散编辑)" }, { "path": "int8-1024-tiled/edit_fresh.png", "en": "1024px with VAE tiling (not improved)", "zh": "1024px 加 VAE 分块(未改善)" } ], "aborted_native_untiled": "Stopped owned diagnostic process during prolonged VAE decoding after board memory saturated; no completed output or timing.", "profiler_note": "The early after_delete event retained bound-method references and is not evidence of process-exit cleanup. All process isolation claims use fresh startups and explicit subprocess exits." }