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  1. vaedecode_fp8ization_wan21_fp8_20260109_231257_0eee5653_a2420677.log +93 -0
vaedecode_fp8ization_wan21_fp8_20260109_231257_0eee5653_a2420677.log ADDED
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+ [2026-01-09 23:12:57] [INFO] === WAN21 ONNX->ModelOpt Quantization Run START ===
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+ [2026-01-09 23:12:57] [INFO] log_path: /ComfyUI/output/vaedecode_fp8ization_wan21_fp8_20260109_231257_0eee5653_a2420677.log
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+ [2026-01-09 23:12:57] [INFO] LD_LIBRARY_PATH already contains: /usr/lib/x86_64-linux-gnu
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+ [2026-01-09 23:12:57] [INFO] Versions:
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+ {
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+ "python": "3.12.3 (main, Nov 6 2025, 13:44:16) [GCC 13.3.0]",
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+ "numpy": "1.26.4",
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+ "onnx": "1.20.0",
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+ "onnxruntime": "1.22.1",
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+ "tensorrt": "10.14.1.48.post1",
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+ "modelopt": "<not installed>"
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+ }
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+ [2026-01-09 23:12:57] [INFO] onnxruntime.get_available_providers(): ['AzureExecutionProvider', 'CPUExecutionProvider']
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+ [2026-01-09 23:12:57] [INFO] workdir: /ComfyUI/output/wan21_work_20260109_231257_0eee5653_a2420677
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+ [2026-01-09 23:12:57] [INFO] Copied ONNX into workdir:
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+ src: /ComfyUI/custom_nodes/vaedecode_fp8ization.onnx
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+ dst: /ComfyUI/output/wan21_work_20260109_231257_0eee5653_a2420677/vaedecode_fp8ization.onnx
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+ [2026-01-09 23:12:58] [INFO] No external data files were copied (model may be embedded).
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+ [2026-01-09 23:12:58] [INFO] Loaded ONNX: /ComfyUI/output/wan21_work_20260109_231257_0eee5653_a2420677/vaedecode_fp8ization.onnx
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+ [2026-01-09 23:12:58] [INFO] Model inputs: ['latent']
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+ [2026-01-09 23:12:58] [INFO] Model outputs: ['video']
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+ [2026-01-09 23:12:58] [INFO] latent dims (as exported): ['B', 16, 11, 72, 42]
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+ [2026-01-09 23:12:58] [INFO] video dims (as exported): ['B', 'Transposevideo_dim_1', 'Transposevideo_dim_2', 'Transposevideo_dim_3', 3]
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+ [2026-01-09 23:12:58] [INFO] WAN IO verified (or best-effort verified).
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+ [2026-01-09 23:13:00] [INFO] Initial onnx.checker.check_model OK
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+ [2026-01-09 23:13:00] [INFO] Created initializer: __wan_resize_roi_empty_f32 (empty float32 tensor)
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+ [2026-01-09 23:13:00] [INFO] Created initializer: __wan_resize_scales_1_1_2_2_f32 (float32 [1,1,2,2])
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.3/resample/resample.0/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.3/Reshape_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.7/resample/resample.0/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.7/Reshape_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.11/resample/resample.0/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.11/Reshape_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.3/resample/resample.0_1/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.3_1/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.7/resample/resample.0_1/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.7_1/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.11/resample/resample.0_1/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.11_1/Reshape_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.3/resample/resample.0_2/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.3_2/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.7/resample/resample.0_2/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.7_2/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.11/resample/resample.0_2/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.11_2/Reshape_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.3/resample/resample.0_3/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.3_3/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.7/resample/resample.0_3/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.7_3/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.11/resample/resample.0_3/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.11_3/Reshape_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.3/resample/resample.0_4/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.3_4/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.7/resample/resample.0_4/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.7_4/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.11/resample/resample.0_4/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.11_4/Reshape_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.3/resample/resample.0_5/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.3_5/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.7/resample/resample.0_5/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.7_5/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.11/resample/resample.0_5/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.11_5/Reshape_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.3/resample/resample.0_6/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.3_6/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.7/resample/resample.0_6/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.7_6/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.11/resample/resample.0_6/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.11_6/Reshape_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.3/resample/resample.0_7/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.3_7/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.7/resample/resample.0_7/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.7_7/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.11/resample/resample.0_7/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.11_7/Reshape_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.3/resample/resample.0_8/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.3_8/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.7/resample/resample.0_8/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.7_8/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.11/resample/resample.0_8/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.11_8/Reshape_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.3/resample/resample.0_9/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.3_9/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.7/resample/resample.0_9/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.7_9/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.11/resample/resample.0_9/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.11_9/Reshape_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.3/resample/resample.0_10/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.3_10/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.7/resample/resample.0_10/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.7_10/Reshape_2_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] [WAN FORCE 2x] /decoder/upsamples.11/resample/resample.0_10/Resize: roi=__wan_resize_roi_empty_f32, scales=__wan_resize_scales_1_1_2_2_f32, sizes omitted. inputs=['/decoder/upsamples.11_10/Reshape_output_0', '__wan_resize_roi_empty_f32', '__wan_resize_scales_1_1_2_2_f32', '']
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+ [2026-01-09 23:13:00] [INFO] ResizeFixStats:
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+ {
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+ "resize_total": 33,
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+ "resized_both_present_fixed": 0,
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+ "resized_empty_scales_dropped": 0,
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+ "resized_wan_forced_2x": 33,
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+ "resized_unfixable": 0,
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+ "resized_scales_only_ok": 0,
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+ "resized_sizes_only_ok": 0
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+ }
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+ [2026-01-09 23:13:00] [INFO] Model opset (pre-quant): 18
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+ [2026-01-09 23:13:00] [WARN] Model opset 18 < 19; attempting convert_version(model, 19) for FP8.
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+ [2026-01-09 23:13:36] [INFO] Opset conversion to 19: OK
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+ [2026-01-09 23:13:36] [INFO] Saved ONNX: /ComfyUI/output/wan21_work_20260109_231257_0eee5653_a2420677/vaedecode_fp8ization_wan21_fixed.onnx (external=True, location=vaedecode_fp8ization_wan21_fixed.onnx_data)
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+ [2026-01-09 23:13:37] [INFO] onnx.checker.check_model OK
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+ [2026-01-09 23:13:43] [INFO] ORT CPU InferenceSession load OK
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+ [2026-01-09 23:13:44] [INFO] Wrote calibration npz: /ComfyUI/output/wan21_work_20260109_231257_0eee5653_a2420677/vaedecode_fp8ization_calib_latent_64.npz (latent shape=(64, 16, 11, 72, 42), dtype=float32, seed=0)
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+ [2026-01-09 23:13:44] [WARN] Requested EP 'cuda:0' but CUDAExecutionProvider not present in ORT provider list.
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+ [2026-01-09 23:13:44] [WARN] Requested EP 'trt' but TensorrtExecutionProvider not present in ORT provider list.
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+ [2026-01-09 23:13:44] [INFO] Filtered calibration_eps: ['cpu']
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+ [2026-01-09 23:13:44] [WARN] Python API not used: ModelOpt Python API import failed: No module named 'modelopt'
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+ [2026-01-09 23:13:44] [INFO] ModelOpt CLI command:
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+ /opt/venv/bin/python -m modelopt.onnx.quantization --onnx_path /ComfyUI/output/wan21_work_20260109_231257_0eee5653_a2420677/vaedecode_fp8ization_wan21_fixed.onnx --quantize_mode fp8 --calibration_method entropy --calibration_data_path /ComfyUI/output/wan21_work_20260109_231257_0eee5653_a2420677/vaedecode_fp8ization_calib_latent_64.npz --calibration_eps cpu --override_shapes latent:1x16x11x72x42 --output_path /ComfyUI/output/wan21_work_20260109_231257_0eee5653_a2420677/vaedecode_fp8ization_wan21_fp8_quant.onnx --log_level INFO --log_file /ComfyUI/output/wan21_work_20260109_231257_0eee5653_a2420677/vaedecode_fp8ization_modelopt_fp8.log --use_external_data_format --keep_intermediate_files --disable_mha_qdq --dq_only --calibrate_per_node --high_precision_dtype fp32
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+ [2026-01-09 23:13:44] [INFO] ModelOpt CLI returncode: 1
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+ [2026-01-09 23:13:44] [WARN] ModelOpt CLI stderr (tail):
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+ /opt/venv/bin/python: Error while finding module specification for 'modelopt.onnx.quantization' (ModuleNotFoundError: No module named 'modelopt')
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+
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+ [2026-01-09 23:13:44] [ERROR] ModelOpt CLI failed (returncode=1)
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+ [2026-01-09 23:13:44] [ERROR] ModelOpt output tail:
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+
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+ /opt/venv/bin/python: Error while finding module specification for 'modelopt.onnx.quantization' (ModuleNotFoundError: No module named 'modelopt')
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+
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+ [2026-01-09 23:13:44] [INFO] === RUN END ===