test
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vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab.log
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| 1 |
+
[2026-01-10 01:09:00] [INFO] === WAN21 ONNX->ModelOpt Quantization Run START ===
|
| 2 |
+
[2026-01-10 01:09:00] [INFO] log_path: /ComfyUI/output/vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab.log
|
| 3 |
+
[2026-01-10 01:09:00] [INFO] LD_LIBRARY_PATH already contains: /usr/lib/x86_64-linux-gnu
|
| 4 |
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[2026-01-10 01:09:00] [INFO] LD_LIBRARY_PATH tail:
|
| 5 |
+
/opt/venv/lib/python3.12/site-packages/cv2/../../lib64:/opt/venv/lib/python3.12/site-packages/cv2/../../lib64:/opt/venv/lib/python3.12/site-packages/cv2/../../lib64:/opt/venv/lib/python3.12/site-packages/cv2/../../lib64:/opt/venv/lib/python3.12/site-packages/cv2/../../lib64:/opt/venv/lib/python3.12/site-packages/cv2/../../lib64:/opt/venv/lib/python3.12/site-packages/cv2/../../lib64:/opt/venv/lib/python3.12/site-packages/cv2/../../lib64:/opt/venv/lib/python3.12/site-packages/cv2/../../lib64:/usr/local/cuda/lib64
|
| 6 |
+
[2026-01-10 01:09:00] [INFO] Versions:
|
| 7 |
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{
|
| 8 |
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"python": "3.12.3 (main, Nov 6 2025, 13:44:16) [GCC 13.3.0]",
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| 9 |
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"numpy": "1.26.4",
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| 10 |
+
"onnx": "1.19.1",
|
| 11 |
+
"onnxruntime": "1.22.1",
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| 12 |
+
"tensorrt": "10.14.1.48.post1",
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| 13 |
+
"modelopt": "0.40.0"
|
| 14 |
+
}
|
| 15 |
+
[2026-01-10 01:09:00] [INFO] onnxruntime.get_available_providers(): ['AzureExecutionProvider', 'CPUExecutionProvider']
|
| 16 |
+
[2026-01-10 01:09:00] [INFO] workdir: /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678
|
| 17 |
+
[2026-01-10 01:09:00] [INFO] No external data files were copied (model may be embedded).
|
| 18 |
+
[2026-01-10 01:09:00] [INFO] Copied ONNX into workdir:
|
| 19 |
+
src: /ComfyUI/custom_nodes/vaedecode_fp8ization.onnx
|
| 20 |
+
dst: /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization.onnx
|
| 21 |
+
[2026-01-10 01:09:01] [INFO] Loaded ONNX: /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization.onnx
|
| 22 |
+
[2026-01-10 01:09:01] [INFO] Model inputs: ['latent']
|
| 23 |
+
[2026-01-10 01:09:01] [INFO] Model outputs: ['video']
|
| 24 |
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[2026-01-10 01:09:01] [INFO] latent dims (as exported): ['B', 16, 11, 72, 42]
|
| 25 |
+
[2026-01-10 01:09:01] [INFO] video dims (as exported): ['B', 'Transposevideo_dim_1', 'Transposevideo_dim_2', 'Transposevideo_dim_3', 3]
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| 26 |
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[2026-01-10 01:09:01] [INFO] WAN IO verified (or best-effort verified).
|
| 27 |
+
[2026-01-10 01:09:02] [INFO] Initial onnx.checker.check_model OK
|
| 28 |
+
[2026-01-10 01:09:02] [INFO] Created initializer: __wan_resize_roi_empty_f32 (empty float32 tensor)
|
| 29 |
+
[2026-01-10 01:09:02] [INFO] Created initializer: __wan_resize_scales_1_1_2_2_f32 (float32 [1,1,2,2])
|
| 30 |
+
[2026-01-10 01:09:02] [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', '']
|
| 31 |
+
[2026-01-10 01:09:02] [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', '']
|
| 32 |
+
[2026-01-10 01:09:02] [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', '']
|
| 33 |
+
[2026-01-10 01:09:02] [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', '']
|
| 34 |
+
[2026-01-10 01:09:02] [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', '']
|
| 35 |
+
[2026-01-10 01:09:02] [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', '']
|
| 36 |
+
[2026-01-10 01:09:02] [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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+
[2026-01-10 01:09:02] [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', '']
|
| 38 |
+
[2026-01-10 01:09:02] [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', '']
|
| 39 |
+
[2026-01-10 01:09:02] [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', '']
|
| 40 |
+
[2026-01-10 01:09:02] [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', '']
|
| 41 |
+
[2026-01-10 01:09:02] [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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+
[2026-01-10 01:09:02] [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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+
[2026-01-10 01:09:02] [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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+
[2026-01-10 01:09:02] [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', '']
|
| 45 |
+
[2026-01-10 01:09:02] [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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+
[2026-01-10 01:09:02] [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', '']
|
| 47 |
+
[2026-01-10 01:09:02] [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', '']
|
| 48 |
+
[2026-01-10 01:09:02] [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', '']
|
| 49 |
+
[2026-01-10 01:09:02] [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', '']
|
| 50 |
+
[2026-01-10 01:09:02] [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', '']
|
| 51 |
+
[2026-01-10 01:09:02] [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', '']
|
| 52 |
+
[2026-01-10 01:09:02] [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', '']
|
| 53 |
+
[2026-01-10 01:09:02] [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', '']
|
| 54 |
+
[2026-01-10 01:09:02] [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', '']
|
| 55 |
+
[2026-01-10 01:09:02] [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', '']
|
| 56 |
+
[2026-01-10 01:09:02] [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', '']
|
| 57 |
+
[2026-01-10 01:09:02] [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', '']
|
| 58 |
+
[2026-01-10 01:09:02] [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', '']
|
| 59 |
+
[2026-01-10 01:09:02] [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', '']
|
| 60 |
+
[2026-01-10 01:09:02] [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', '']
|
| 61 |
+
[2026-01-10 01:09:02] [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', '']
|
| 62 |
+
[2026-01-10 01:09:02] [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', '']
|
| 63 |
+
[2026-01-10 01:09:02] [INFO] ResizeFixStats:
|
| 64 |
+
{
|
| 65 |
+
"resize_total": 33,
|
| 66 |
+
"resized_both_present_fixed": 0,
|
| 67 |
+
"resized_empty_scales_dropped": 0,
|
| 68 |
+
"resized_wan_forced_2x": 33,
|
| 69 |
+
"resized_unfixable": 0,
|
| 70 |
+
"resized_scales_only_ok": 0,
|
| 71 |
+
"resized_sizes_only_ok": 0
|
| 72 |
+
}
|
| 73 |
+
[2026-01-10 01:09:02] [INFO] Model opset (pre-quant): 18
|
| 74 |
+
[2026-01-10 01:09:02] [WARN] Model opset 18 < 19; attempting convert_version(model, 19) for FP8.
|
| 75 |
+
[2026-01-10 01:09:27] [INFO] Opset conversion to 19: OK
|
| 76 |
+
[2026-01-10 01:09:28] [INFO] Saved ONNX: /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_wan21_fixed.onnx (external=False, location=vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_wan21_fixed.onnx_data)
|
| 77 |
+
[2026-01-10 01:09:29] [INFO] onnx.checker.check_model OK
|
| 78 |
+
[2026-01-10 01:09:34] [INFO] ORT CPU InferenceSession load OK
|
| 79 |
+
[2026-01-10 01:09:34] [INFO] No external data file detected for patched model; skipping static sibling materialization.
|
| 80 |
+
[2026-01-10 01:09:35] [INFO] Wrote calibration npz: /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_calib_latent_64.npz (latent shape=(64, 16, 11, 72, 42), dtype=float32, seed=0)
|
| 81 |
+
[2026-01-10 01:09:35] [WARN] Requested EP 'cuda:0' but CUDAExecutionProvider not present in ORT provider list.
|
| 82 |
+
[2026-01-10 01:09:35] [WARN] Requested EP 'trt' but TensorrtExecutionProvider not present in ORT provider list.
|
| 83 |
+
[2026-01-10 01:09:35] [INFO] Filtered calibration_eps: ['cpu']
|
| 84 |
+
[2026-01-10 01:09:36] [INFO] ModelOpt Python API kwargs:
|
| 85 |
+
{
|
| 86 |
+
"onnx_path": "/ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_wan21_fixed.onnx",
|
| 87 |
+
"output_path": "/ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_wan21_fp8_quant.onnx",
|
| 88 |
+
"quantize_mode": "fp8",
|
| 89 |
+
"calibration_method": "entropy",
|
| 90 |
+
"calibration_data": "NpzFile '/ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_calib_latent_64.npz' with keys: latent",
|
| 91 |
+
"calibration_eps": [
|
| 92 |
+
"cpu"
|
| 93 |
+
],
|
| 94 |
+
"override_shapes": "latent:1x16x11x72x42",
|
| 95 |
+
"use_external_data_format": true,
|
| 96 |
+
"calibrate_per_node": true,
|
| 97 |
+
"dq_only": true,
|
| 98 |
+
"disable_mha_qdq": true,
|
| 99 |
+
"keep_intermediate_files": true
|
| 100 |
+
}
|
| 101 |
+
[2026-01-10 01:09:36] [INFO] [modelopt_py] cwd -> /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678
|
| 102 |
+
[2026-01-10 01:10:07] [INFO] [modelopt_py] cwd <- /ComfyUI
|
| 103 |
+
[2026-01-10 01:10:07] [ERROR] ModelOpt Python API failed: calibration data must be numpy array or dict, got <class 'numpy.lib.npyio.NpzFile'>
|
| 104 |
+
[2026-01-10 01:10:07] [ERROR] Traceback (most recent call last):
|
| 105 |
+
File "/ComfyUI/custom_nodes/comfyui-vae-tensorrt/nodes/gpt1_onnx_to_fp8.py", line 1108, in _modelopt_quantize_python_api
|
| 106 |
+
moq.quantize(**kwargs)
|
| 107 |
+
File "/opt/venv/lib/python3.12/site-packages/modelopt/onnx/quantization/quantize.py", line 430, in quantize
|
| 108 |
+
calibration_data_reader = CalibrationDataProvider(
|
| 109 |
+
^^^^^^^^^^^^^^^^^^^^^^^^
|
| 110 |
+
File "/opt/venv/lib/python3.12/site-packages/modelopt/onnx/quantization/calib_utils.py", line 85, in __init__
|
| 111 |
+
raise ValueError(
|
| 112 |
+
ValueError: calibration data must be numpy array or dict, got <class 'numpy.lib.npyio.NpzFile'>
|
| 113 |
+
|
| 114 |
+
[2026-01-10 01:10:08] [WARN] Python API not used: ModelOpt Python API failed: calibration data must be numpy array or dict, got <class 'numpy.lib.npyio.NpzFile'>
|
| 115 |
+
[2026-01-10 01:10:08] [INFO] ModelOpt CLI command:
|
| 116 |
+
/opt/venv/bin/python -m modelopt.onnx.quantization --onnx_path /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_wan21_fixed.onnx --quantize_mode fp8 --calibration_method entropy --calibration_data_path /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_calib_latent_64.npz --calibration_eps cpu --override_shapes latent:1x16x11x72x42 --output_path /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_wan21_fp8_quant.onnx --log_level INFO --log_file /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_modelopt_fp8.log --use_external_data_format --keep_intermediate_files --disable_mha_qdq --dq_only --calibrate_per_node
|
| 117 |
+
[2026-01-10 01:10:08] [INFO] ModelOpt CLI cwd: /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678
|
| 118 |
+
[2026-01-10 04:35:45] [INFO] ModelOpt CLI returncode: 1
|
| 119 |
+
[2026-01-10 04:35:45] [INFO] ModelOpt CLI stdout (tail):
|
| 120 |
+
[modelopt][onnx] - INFO - Starting quantization process for model: /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_wan21_fixed.onnx
|
| 121 |
+
[modelopt][onnx] - INFO - Quantization mode: fp8
|
| 122 |
+
[modelopt][onnx] - INFO - Preprocessing the model /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_wan21_fixed.onnx
|
| 123 |
+
[modelopt][onnx] - INFO - Model has dynamic inputs: ['latent']
|
| 124 |
+
[modelopt][onnx] - INFO - Setting 'latent' shape to [1, 16, 11, 72, 42]
|
| 125 |
+
[modelopt][onnx] - WARNING - Removing existing external data file: vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_wan21_fixed_static.onnx_data
|
| 126 |
+
[modelopt][onnx] - INFO - Found 0 custom layers and 52764 tensors
|
| 127 |
+
[modelopt][onnx] - INFO - No custom ops found. If that's not correct, please make sure that the 'tensorrt' python package is correctly installed and that the paths to 'libcudnn*.so' and TensorRT 'lib/' are in 'LD_LIBRARY_PATH'. If the custom op is not directly available as a plugin in TensorRT, please also make sure that the path to the compiled '.so' TensorRT plugin is also being given via the '--trt_plugins' flag (requires TRT 10+).
|
| 128 |
+
[modelopt][onnx] - INFO - Duplicating shared constants
|
| 129 |
+
[modelopt][onnx] - WARNING - Removing existing external data file: vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_wan21_fixed_named.onnx_data
|
| 130 |
+
[modelopt][onnx] - INFO - Model is cloned to /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_wan21_fixed_named.onnx after naming the nodes
|
| 131 |
+
[modelopt][onnx] - INFO - Setting up CalibrationDataProvider for calibration
|
| 132 |
+
[modelopt][onnx] - INFO - Analyzing MHA nodes for fp8 quantization
|
| 133 |
+
[modelopt][onnx] - INFO - Disabling QDQ for all MHA nodes
|
| 134 |
+
[modelopt][onnx] - INFO - Starting FP8 quantization process
|
| 135 |
+
[modelopt][onnx] - INFO - Loading ONNX model from /ComfyUI/output/wan21_work_20260110_010900_0d6781c1_32a74678/vaedecode_fp8ization_wan21_fp8_20260110_010900_2a657f03_8d3055ab_wan21_fixed_named.onnx
|
| 136 |
+
[modelopt][onnx] - INFO - Detecting GEMV patterns for TRT optimization
|
| 137 |
+
[modelopt][onnx] - INFO - Scanning for unsupported Conv nodes for quantization
|
| 138 |
+
[modelopt][onnx] - INFO - Found 11 unsupported Conv nodes for quantization
|
| 139 |
+
[modelopt][onnx] - INFO - Configuring ORT for ModelOpt ONNX quantization
|
| 140 |
+
[modelopt][onnx] - INFO - Successfully enabled 1 EPs for ORT: ['CPUExecutionProvider']
|
| 141 |
+
[modelopt][onnx] - INFO - Quantizable op types in the model: ['MatMul', 'Conv', 'Add']
|
| 142 |
+
[modelopt][onnx] - INFO - Finding nodes to quantize
|
| 143 |
+
[modelopt][onnx] - INFO - Building non-residual Add input map
|
| 144 |
+
[modelopt][onnx] - INFO - Searching for patterns like MHA, LayerNorm, etc
|
| 145 |
+
[modelopt][onnx] - INFO - Found 0 layer norm partitions
|
| 146 |
+
[modelopt][onnx] - INFO - Found 0 MHA (QK_AV) Patterns
|
| 147 |
+
[modelopt][onnx] - INFO - Found 1 non-quantizable partitions
|
| 148 |
+
[modelopt][onnx] - INFO - Building KGEN/CASK targeted partitions
|
| 149 |
+
[modelopt][onnx] - INFO - Classifying partition nodes
|
| 150 |
+
[modelopt][onnx] - INFO - Found 406 quantizable partition nodes and 11 quantizable KGEN heads
|
| 151 |
+
[modelopt][onnx] - INFO - Finding quantizable nodes. Initial nodes to quantize: 626
|
| 152 |
+
[modelopt][onnx] - INFO - Found 0 pooling/window ops
|
| 153 |
+
[modelopt][onnx] - INFO - Total number of quantizable nodes: 626
|
| 154 |
+
[modelopt][onnx] - INFO - Finding concat eliminated tensors
|
| 155 |
+
[modelopt][onnx] - INFO - Starting INT8 quantization with 'entropy' calibration
|
| 156 |
+
[modelopt][onnx] - INFO - Starting static quantization
|
| 157 |
+
|
| 158 |
+
[2026-01-10 04:35:45] [WARN] ModelOpt CLI stderr (tail):
|
| 159 |
+
/26345 [3:21:03<01:45, 1.82it/s]
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|
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100%|ββββββββββ| 26345/26345 [3:23:12<00:00, 1.58it/s]
|
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+
100%|ββββββββββ| 26345/26345 [3:23:12<00:00, 2.16it/s]
|
| 353 |
+
Traceback (most recent call last):
|
| 354 |
+
File "<frozen runpy>", line 198, in _run_module_as_main
|
| 355 |
+
File "<frozen runpy>", line 88, in _run_code
|
| 356 |
+
File "/opt/venv/lib/python3.12/site-packages/modelopt/onnx/quantization/__main__.py", line 305, in <module>
|
| 357 |
+
main()
|
| 358 |
+
File "/opt/venv/lib/python3.12/site-packages/modelopt/onnx/quantization/__main__.py", line 271, in main
|
| 359 |
+
quantize(
|
| 360 |
+
File "/opt/venv/lib/python3.12/site-packages/modelopt/onnx/quantization/quantize.py", line 461, in quantize
|
| 361 |
+
onnx_model = quantize_func(
|
| 362 |
+
^^^^^^^^^^^^^^
|
| 363 |
+
File "/opt/venv/lib/python3.12/site-packages/modelopt/onnx/quantization/fp8.py", line 288, in quantize
|
| 364 |
+
quantize_static(
|
| 365 |
+
File "/opt/venv/lib/python3.12/site-packages/modelopt/onnx/quantization/ort_patching.py", line 1637, in _quantize_static
|
| 366 |
+
calibrator.collect_data(calibration_data_reader)
|
| 367 |
+
File "/opt/venv/lib/python3.12/site-packages/modelopt/onnx/quantization/ort_patching.py", line 852, in _collect_data_histogram_calibrater_single_node_calibration
|
| 368 |
+
inputs[calibrator.infer_session.get_outputs()[i].name]
|
| 369 |
+
~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 370 |
+
KeyError: 'latent'
|
| 371 |
+
|
| 372 |
+
[2026-01-10 04:35:45] [ERROR] ModelOpt CLI failed (returncode=1)
|
| 373 |
+
[2026-01-10 04:35:45] [ERROR] ModelOpt output tail:
|
| 374 |
+
3:19:27<03:50, 1.46it/s]
|
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|
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|
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+
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+
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|
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|
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|
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|
| 467 |
+
99%|ββββββββββ| 26103/26345 [3:20:30<02:29, 1.62it/s]
|
| 468 |
+
99%|ββββββββββ| 26104/26345 [3:20:30<02:36, 1.54it/s]
|
| 469 |
+
99%|ββββββββββ| 26105/26345 [3:20:31<02:52, 1.39it/s]
|
| 470 |
+
99%|ββββββββββ| 26106/26345 [3:20:32<02:43, 1.46it/s]
|
| 471 |
+
99%|ββββββββββ| 26107/26345 [3:20:32<02:36, 1.52it/s]
|
| 472 |
+
99%|ββββββββββ| 26108/26345 [3:20:33<02:26, 1.62it/s]
|
| 473 |
+
99%|ββββββββββ| 26109/26345 [3:20:33<02:24, 1.63it/s]
|
| 474 |
+
99%|ββββββββββ| 26110/26345 [3:20:34<02:14, 1.75it/s]
|
| 475 |
+
99%|ββββββββββ| 26111/26345 [3:20:35<02:24, 1.62it/s]
|
| 476 |
+
99%|ββββββββββ| 26112/26345 [3:20:35<02:02, 1.91it/s]
|
| 477 |
+
99%|ββββββββββ| 26113/26345 [3:20:37<03:26, 1.12it/s]
|
| 478 |
+
99%|ββββββββββ| 26114/26345 [3:20:37<03:02, 1.27it/s]
|
| 479 |
+
99%|ββββββββββ| 26115/26345 [3:20:38<02:41, 1.42it/s]
|
| 480 |
+
99%|ββββββββββ| 26116/26345 [3:20:38<02:34, 1.48it/s]
|
| 481 |
+
99%|ββββββββββ| 26117/26345 [3:20:39<02:21, 1.61it/s]
|
| 482 |
+
99%|ββββββββββ| 26118/26345 [3:20:39<02:16, 1.66it/s]
|
| 483 |
+
99%|ββββββββββ| 26119/26345 [3:20:41<03:39, 1.03it/s]
|
| 484 |
+
99%|ββββββββββ| 26120/26345 [3:20:42<03:14, 1.15it/s]
|
| 485 |
+
99%|ββββββββββ| 26121/26345 [3:20:42<02:51, 1.30it/s]
|
| 486 |
+
99%|ββββββββββ| 26122/26345 [3:20:44<04:01, 1.08s/it]
|
| 487 |
+
99%|ββββββββββ| 26123/26345 [3:20:45<03:23, 1.09it/s]
|
| 488 |
+
99%|ββββββββββ| 26124/26345 [3:20:46<03:15, 1.13it/s]
|
| 489 |
+
99%|ββββββββββ| 26125/26345 [3:20:46<02:54, 1.26it/s]
|
| 490 |
+
99%|ββββββββββ| 26126/26345 [3:20:47<02:34, 1.41it/s]
|
| 491 |
+
99%|ββββββββββ| 26127/26345 [3:20:48<03:37, 1.00it/s]
|
| 492 |
+
99%|ββββββββββ| 26128/26345 [3:20:49<03:07, 1.15it/s]
|
| 493 |
+
99%|ββββββββββ| 26129/26345 [3:20:49<02:42, 1.33it/s]
|
| 494 |
+
99%|ββββββββββ| 26130/26345 [3:20:50<02:30, 1.43it/s]
|
| 495 |
+
99%|ββββββββββ| 26131/26345 [3:20:50<02:05, 1.71it/s]
|
| 496 |
+
99%|ββββββββββ| 26132/26345 [3:20:51<01:58, 1.79it/s]
|
| 497 |
+
99%|ββββββββββ| 26133/26345 [3:20:51<01:55, 1.83it/s]
|
| 498 |
+
99%|ββββββββββ| 26134/26345 [3:20:52<01:58, 1.79it/s]
|
| 499 |
+
99%|ββββββββββ| 26135/26345 [3:20:52<01:53, 1.85it/s]
|
| 500 |
+
99%|ββββββββββ| 26136/26345 [3:20:54<02:40, 1.30it/s]
|
| 501 |
+
99%|ββββββββββ| 26137/26345 [3:20:54<02:29, 1.39it/s]
|
| 502 |
+
99%|ββββββββββ| 26138/26345 [3:20:55<02:37, 1.32it/s]
|
| 503 |
+
99%|ββββββββββ| 26139/26345 [3:20:56<02:35, 1.33it/s]
|
| 504 |
+
99%|ββββββββββ| 26140/26345 [3:20:56<02:24, 1.41it/s]
|
| 505 |
+
99%|ββββββββββ| 26141/26345 [3:20:57<02:12, 1.54it/s]
|
| 506 |
+
99%|ββββββββββ| 26142/26345 [3:20:57<02:01, 1.66it/s]
|
| 507 |
+
99%|ββββββββββ| 26143/26345 [3:20:58<01:55, 1.75it/s]
|
| 508 |
+
99%|ββββββββββ| 26144/26345 [3:20:58<01:37, 2.05it/s]
|
| 509 |
+
99%|ββββββββββ| 26145/26345 [3:20:59<01:38, 2.04it/s]
|
| 510 |
+
99%|ββββββββββ| 26146/26345 [3:20:59<01:49, 1.82it/s]
|
| 511 |
+
99%|ββββββββββ| 26147/26345 [3:21:00<01:46, 1.85it/s]
|
| 512 |
+
99%|ββββββββββ| 26148/26345 [3:21:01<01:49, 1.79it/s]
|
| 513 |
+
99%|ββββββββββ| 26149/26345 [3:21:01<01:52, 1.74it/s]
|
| 514 |
+
99%|ββββββββββ| 26150/26345 [3:21:02<01:46, 1.83it/s]
|
| 515 |
+
99%|ββββββββββ| 26151/26345 [3:21:02<01:31, 2.12it/s]
|
| 516 |
+
99%|ββββββββββ| 26152/26345 [3:21:02<01:32, 2.08it/s]
|
| 517 |
+
99%|ββββββββββ| 26153/26345 [3:21:03<01:45, 1.82it/s]
|
| 518 |
+
99%|ββββββββββ| 26154/26345 [3:21:04<01:48, 1.75it/s]
|
| 519 |
+
99%|ββββββββββ| 26155/26345 [3:21:04<01:48, 1.75it/s]
|
| 520 |
+
99%|ββββββββββ| 26156/26345 [3:21:05<01:51, 1.69it/s]
|
| 521 |
+
99%|ββββββββββ| 26157/26345 [3:21:05<01:44, 1.80it/s]
|
| 522 |
+
99%|ββββββββββ| 26158/26345 [3:21:06<01:57, 1.60it/s]
|
| 523 |
+
99%|ββββββββββ| 26159/26345 [3:21:07<01:49, 1.70it/s]
|
| 524 |
+
99%|ββββββββββ| 26160/26345 [3:21:07<01:54, 1.61it/s]
|
| 525 |
+
99%|ββββββββββ| 26161/26345 [3:21:08<01:56, 1.57it/s]
|
| 526 |
+
99%|ββββββββββ| 26162/26345 [3:21:09<01:56, 1.57it/s]
|
| 527 |
+
99%|ββββββββββ| 26163/26345 [3:21:09<01:53, 1.60it/s]
|
| 528 |
+
99%|ββββββββββ| 26164/26345 [3:21:10<01:46, 1.69it/s]
|
| 529 |
+
99%|ββββββββββ| 26165/26345 [3:21:12<02:50, 1.06it/s]
|
| 530 |
+
99%|ββββββββββ| 26166/26345 [3:21:12<02:29, 1.19it/s]
|
| 531 |
+
99%|ββββββββββ| 26167/26345 [3:21:13<02:12, 1.35it/s]
|
| 532 |
+
99%|ββββββββββ| 26168/26345 [3:21:13<02:03, 1.43it/s]
|
| 533 |
+
99%|ββββββββββ| 26169/26345 [3:21:14<01:59, 1.48it/s]
|
| 534 |
+
99%|ββββββββββ| 26170/26345 [3:21:15<01:54, 1.53it/s]
|
| 535 |
+
99%|ββββββββββ| 26171/26345 [3:21:15<01:50, 1.57it/s]
|
| 536 |
+
99%|ββββββββββ| 26172/26345 [3:21:16<01:43, 1.68it/s]
|
| 537 |
+
99%|ββββββββββ| 26173/26345 [3:21:17<02:30, 1.14it/s]
|
| 538 |
+
99%|ββββββββββ| 26174/26345 [3:21:18<02:14, 1.28it/s]
|
| 539 |
+
99%|ββββββββββ| 26175/26345 [3:21:19<02:21, 1.20it/s]
|
| 540 |
+
99%|ββββββββββ| 26176/26345 [3:21:19<02:05, 1.35it/s]
|
| 541 |
+
99%|ββββββββββ| 26177/26345 [3:21:20<01:58, 1.42it/s]
|
| 542 |
+
99%|ββββββββββ| 26178/26345 [3:21:20<01:47, 1.56it/s]
|
| 543 |
+
99%|ββββββββββ| 26179/26345 [3:21:21<01:39, 1.67it/s]
|
| 544 |
+
99%|ββββββββββ| 26180/26345 [3:21:21<01:38, 1.67it/s]
|
| 545 |
+
99%|ββββββββββ| 26181/26345 [3:21:22<01:26, 1.91it/s]
|
| 546 |
+
99%|ββββββββββ| 26182/26345 [3:21:22<01:29, 1.81it/s]
|
| 547 |
+
99%|ββββββββββ| 26183/26345 [3:21:23<01:37, 1.66it/s]
|
| 548 |
+
99%|ββββββββββ| 26184/26345 [3:21:24<01:32, 1.74it/s]
|
| 549 |
+
99%|ββββββββββ| 26185/26345 [3:21:24<01:32, 1.72it/s]
|
| 550 |
+
99%|ββββββββββ| 26186/26345 [3:21:25<01:35, 1.66it/s]
|
| 551 |
+
99%|ββββββββββ| 26187/26345 [3:21:26<01:34, 1.68it/s]
|
| 552 |
+
99%|ββββββββββ| 26188/26345 [3:21:26<01:32, 1.69it/s]
|
| 553 |
+
99%|ββββββββββ| 26189/26345 [3:21:27<01:40, 1.55it/s]
|
| 554 |
+
99%|ββββββββββ| 26190/26345 [3:21:27<01:39, 1.56it/s]
|
| 555 |
+
99%|ββββββββββ| 26191/26345 [3:21:28<01:31, 1.68it/s]
|
| 556 |
+
99%|ββββββββββ| 26192/26345 [3:21:29<01:34, 1.61it/s]
|
| 557 |
+
99%|ββββββββββ| 26193/26345 [3:21:30<01:46, 1.43it/s]
|
| 558 |
+
99%|ββββββββββ| 26194/26345 [3:21:30<01:24, 1.78it/s]
|
| 559 |
+
99%|ββββββββββ| 26195/26345 [3:21:30<01:29, 1.67it/s]
|
| 560 |
+
99%|ββββββββββ| 26196/26345 [3:21:31<01:26, 1.73it/s]
|
| 561 |
+
99%|ββββββββββ| 26197/26345 [3:21:32<01:26, 1.71it/s]
|
| 562 |
+
99%|ββββββββββ| 26198/26345 [3:21:32<01:28, 1.66it/s]
|
| 563 |
+
99%|ββββββββββ| 26199/26345 [3:21:34<02:22, 1.03it/s]
|
| 564 |
+
99%|ββββββββββ| 26200/26345 [3:21:35<02:05, 1.15it/s]
|
| 565 |
+
99%|ββββββββββ| 26201/26345 [3:21:35<01:48, 1.33it/s]
|
| 566 |
+
99%|ββββββββββ| 26202/26345 [3:21:36<01:41, 1.42it/s]
|
| 567 |
+
99%|ββββββββββ| 26203/26345 [3:21:36<01:38, 1.44it/s]
|
| 568 |
+
99%|ββββββββββ| 26204/26345 [3:21:37<01:35, 1.48it/s]
|
| 569 |
+
99%|ββββββββββ| 26205/26345 [3:21:38<01:26, 1.62it/s]
|
| 570 |
+
99%|ββββββββββ| 26206/26345 [3:21:39<02:19, 1.00s/it]
|
| 571 |
+
99%|ββββββββββ| 26207/26345 [3:21:40<01:59, 1.16it/s]
|
| 572 |
+
99%|ββββββββββ| 26208/26345 [3:21:40<01:42, 1.34it/s]
|
| 573 |
+
99%|ββββββββββ| 26209/26345 [3:21:41<01:35, 1.42it/s]
|
| 574 |
+
99%|ββββββββββ| 26210/26345 [3:21:42<01:30, 1.48it/s]
|
| 575 |
+
99%|ββββββββββ| 26211/26345 [3:21:42<01:27, 1.53it/s]
|
| 576 |
+
99%|ββββββββββ| 26212/26345 [3:21:43<01:32, 1.44it/s]
|
| 577 |
+
99%|ββββββββββ| 26213/26345 [3:21:45<02:02, 1.08it/s]
|
| 578 |
+
100%|ββββββββββ| 26214/26345 [3:21:45<01:46, 1.23it/s]
|
| 579 |
+
100%|ββββββββββ| 26215/26345 [3:21:46<01:47, 1.20it/s]
|
| 580 |
+
100%|ββββββββββ| 26216/26345 [3:21:46<01:35, 1.36it/s]
|
| 581 |
+
100%|ββββββββββ| 26217/26345 [3:21:47<01:24, 1.51it/s]
|
| 582 |
+
100%|ββββββββββ| 26218/26345 [3:21:48<01:23, 1.51it/s]
|
| 583 |
+
100%|ββββββββββ| 26219/26345 [3:21:48<01:25, 1.47it/s]
|
| 584 |
+
100%|ββββββββββ| 26220/26345 [3:21:49<01:13, 1.69it/s]
|
| 585 |
+
100%|ββββββββββ| 26221/26345 [3:21:49<01:14, 1.67it/s]
|
| 586 |
+
100%|ββββββββββ| 26222/26345 [3:21:50<01:16, 1.60it/s]
|
| 587 |
+
100%|ββββββββββ| 26223/26345 [3:21:51<01:15, 1.62it/s]
|
| 588 |
+
100%|ββββββββββ| 26224/26345 [3:21:51<01:14, 1.63it/s]
|
| 589 |
+
100%|ββββββββββ| 26225/26345 [3:21:52<01:20, 1.50it/s]
|
| 590 |
+
100%|ββββββββββ| 26226/26345 [3:21:53<01:21, 1.45it/s]
|
| 591 |
+
100%|ββββββββββ| 26227/26345 [3:21:53<01:18, 1.51it/s]
|
| 592 |
+
100%|ββββββββββ| 26228/26345 [3:21:54<01:17, 1.51it/s]
|
| 593 |
+
100%|ββββββββββ| 26229/26345 [3:21:55<01:14, 1.55it/s]
|
| 594 |
+
100%|ββββββββββ| 26230/26345 [3:21:55<01:18, 1.46it/s]
|
| 595 |
+
100%|ββββββββββ| 26231/26345 [3:21:56<01:16, 1.50it/s]
|
| 596 |
+
100%|ββββββββββ| 26232/26345 [3:21:57<01:16, 1.48it/s]
|
| 597 |
+
100%|ββββββββββ| 26233/26345 [3:21:57<01:07, 1.67it/s]
|
| 598 |
+
100%|ββββββββββ| 26234/26345 [3:21:58<01:11, 1.56it/s]
|
| 599 |
+
100%|ββββββββββ| 26235/26345 [3:21:58<00:58, 1.88it/s]
|
| 600 |
+
100%|ββββββββββ| 26236/26345 [3:21:59<00:59, 1.82it/s]
|
| 601 |
+
100%|ββββββββββ| 26237/26345 [3:21:59<00:58, 1.85it/s]
|
| 602 |
+
100%|ββββββββββ| 26238/26345 [3:22:00<00:57, 1.85it/s]
|
| 603 |
+
100%|ββββββββββ| 26239/26345 [3:22:02<01:44, 1.01it/s]
|
| 604 |
+
100%|ββββββββββ| 26240/26345 [3:22:02<01:31, 1.14it/s]
|
| 605 |
+
100%|ββββββββββ| 26241/26345 [3:22:03<01:19, 1.31it/s]
|
| 606 |
+
100%|ββββββββββ| 26242/26345 [3:22:04<01:16, 1.35it/s]
|
| 607 |
+
100%|ββββββββββ| 26243/26345 [3:22:04<01:08, 1.49it/s]
|
| 608 |
+
100%|ββββββββββ| 26244/26345 [3:22:05<01:02, 1.61it/s]
|
| 609 |
+
100%|ββββββββββ| 26245/26345 [3:22:06<01:30, 1.10it/s]
|
| 610 |
+
100%|ββββββββββ| 26246/26345 [3:22:07<01:18, 1.26it/s]
|
| 611 |
+
100%|ββββββββββ| 26247/26345 [3:22:07<01:09, 1.42it/s]
|
| 612 |
+
100%|ββββββββββ| 26248/26345 [3:22:08<01:05, 1.49it/s]
|
| 613 |
+
100%|ββββββββββ| 26249/26345 [3:22:08<00:59, 1.61it/s]
|
| 614 |
+
100%|ββββββββββ| 26250/26345 [3:22:09<00:55, 1.71it/s]
|
| 615 |
+
100%|ββββββββββ| 26251/26345 [3:22:10<01:17, 1.21it/s]
|
| 616 |
+
100%|ββββββββββ| 26252/26345 [3:22:11<01:10, 1.31it/s]
|
| 617 |
+
100%|ββββββββββ| 26253/26345 [3:22:12<01:10, 1.30it/s]
|
| 618 |
+
100%|ββββββββββ| 26254/26345 [3:22:12<01:02, 1.45it/s]
|
| 619 |
+
100%|ββββββββββ| 26255/26345 [3:22:13<00:57, 1.57it/s]
|
| 620 |
+
100%|ββββββββββ| 26256/26345 [3:22:13<00:55, 1.61it/s]
|
| 621 |
+
100%|ββββββββββ| 26257/26345 [3:22:14<00:48, 1.81it/s]
|
| 622 |
+
100%|ββββββββββ| 26258/26345 [3:22:14<00:49, 1.77it/s]
|
| 623 |
+
100%|ββββββββββ| 26259/26345 [3:22:15<00:51, 1.65it/s]
|
| 624 |
+
100%|ββββββββββ| 26260/26345 [3:22:15<00:49, 1.71it/s]
|
| 625 |
+
100%|ββββββββββ| 26261/26345 [3:22:16<00:46, 1.80it/s]
|
| 626 |
+
100%|ββββββββββ| 26262/26345 [3:22:16<00:40, 2.07it/s]
|
| 627 |
+
100%|ββββββββββ| 26263/26345 [3:22:17<00:39, 2.06it/s]
|
| 628 |
+
100%|ββββββββββ| 26264/26345 [3:22:17<00:44, 1.82it/s]
|
| 629 |
+
100%|ββββββββββ| 26265/26345 [3:22:18<00:46, 1.70it/s]
|
| 630 |
+
100%|ββββββββββ| 26266/26345 [3:22:19<00:49, 1.58it/s]
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| 631 |
+
100%|ββββββββββ| 26267/26345 [3:22:19<00:45, 1.70it/s]
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| 632 |
+
100%|ββββββββββ| 26268/26345 [3:22:20<00:46, 1.66it/s]
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| 633 |
+
100%|ββββββββββ| 26269/26345 [3:22:20<00:42, 1.77it/s]
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| 634 |
+
100%|ββββββββββ| 26270/26345 [3:22:22<01:09, 1.08it/s]
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| 635 |
+
100%|ββββββββββ| 26271/26345 [3:22:23<00:59, 1.23it/s]
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| 636 |
+
100%|ββββββββββ| 26272/26345 [3:22:23<00:51, 1.41it/s]
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| 637 |
+
100%|ββββββββββ| 26273/26345 [3:22:24<00:48, 1.48it/s]
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| 638 |
+
100%|ββββββββββ| 26274/26345 [3:22:24<00:44, 1.59it/s]
|
| 639 |
+
100%|ββββββββββ| 26275/26345 [3:22:26<01:03, 1.11it/s]
|
| 640 |
+
100%|ββββββββββ| 26276/26345 [3:22:26<00:54, 1.26it/s]
|
| 641 |
+
100%|ββββββββββ| 26277/26345 [3:22:27<00:54, 1.25it/s]
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| 642 |
+
100%|ββββββββββ| 26278/26345 [3:22:28<00:49, 1.35it/s]
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| 643 |
+
100%|ββββββββββ| 26279/26345 [3:22:28<00:44, 1.50it/s]
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| 644 |
+
100%|ββββββββββ| 26280/26345 [3:22:29<00:36, 1.80it/s]
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| 645 |
+
100%|ββββββββββ| 26281/26345 [3:22:29<00:34, 1.86it/s]
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| 646 |
+
100%|ββββββββββ| 26282/26345 [3:22:30<00:35, 1.80it/s]
|
| 647 |
+
100%|ββββββββββ| 26283/26345 [3:22:30<00:33, 1.83it/s]
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| 648 |
+
100%|ββββββββββ| 26284/26345 [3:22:31<00:31, 1.91it/s]
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| 649 |
+
100%|ββββββββββ| 26285/26345 [3:22:31<00:34, 1.73it/s]
|
| 650 |
+
100%|ββββββββββ| 26286/26345 [3:22:32<00:34, 1.71it/s]
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| 651 |
+
100%|ββββββββββ| 26287/26345 [3:22:33<00:32, 1.78it/s]
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+
100%|ββββββββββ| 26288/26345 [3:22:33<00:34, 1.67it/s]
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| 653 |
+
100%|ββββββββββ| 26289/26345 [3:22:34<00:32, 1.75it/s]
|
| 654 |
+
100%|ββββββββββ| 26290/26345 [3:22:34<00:31, 1.72it/s]
|
| 655 |
+
100%|ββββββββββ| 26291/26345 [3:22:35<00:32, 1.65it/s]
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| 656 |
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100%|ββββββββββ| 26292/26345 [3:22:36<00:33, 1.56it/s]
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| 657 |
+
100%|ββββββββββ| 26293/26345 [3:22:36<00:31, 1.65it/s]
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| 658 |
+
100%|ββββββββββ| 26294/26345 [3:22:37<00:30, 1.67it/s]
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| 659 |
+
100%|ββββββββββ| 26295/26345 [3:22:37<00:30, 1.66it/s]
|
| 660 |
+
100%|ββββββββββ| 26296/26345 [3:22:38<00:33, 1.45it/s]
|
| 661 |
+
100%|ββββββββββ| 26297/26345 [3:22:39<00:30, 1.58it/s]
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| 664 |
+
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| 665 |
+
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|
| 666 |
+
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| 667 |
+
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+
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| 669 |
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|
| 671 |
+
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| 672 |
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| 675 |
+
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| 680 |
+
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|
| 681 |
+
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+
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|
| 683 |
+
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+
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|
| 685 |
+
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|
| 686 |
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|
| 687 |
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|
| 688 |
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|
| 689 |
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| 690 |
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|
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|
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+
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+
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|
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|
| 697 |
+
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|
| 698 |
+
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|
| 699 |
+
100%|ββββββββββ| 26335/26345 [3:23:05<00:05, 1.94it/s]
|
| 700 |
+
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|
| 701 |
+
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|
| 702 |
+
100%|ββββββββββ| 26338/26345 [3:23:07<00:04, 1.60it/s]
|
| 703 |
+
100%|ββββββββββ| 26339/26345 [3:23:08<00:04, 1.26it/s]
|
| 704 |
+
100%|ββββββββββ| 26340/26345 [3:23:08<00:03, 1.33it/s]
|
| 705 |
+
100%|ββββββββββ| 26341/26345 [3:23:09<00:02, 1.38it/s]
|
| 706 |
+
100%|ββββββββββ| 26342/26345 [3:23:10<00:02, 1.45it/s]
|
| 707 |
+
100%|ββββββββββ| 26343/26345 [3:23:10<00:01, 1.52it/s]
|
| 708 |
+
100%|ββββββββββ| 26344/26345 [3:23:11<00:00, 1.56it/s]
|
| 709 |
+
100%|ββββββββββ| 26345/26345 [3:23:12<00:00, 1.58it/s]
|
| 710 |
+
100%|ββββββββββ| 26345/26345 [3:23:12<00:00, 2.16it/s]
|
| 711 |
+
Traceback (most recent call last):
|
| 712 |
+
File "<frozen runpy>", line 198, in _run_module_as_main
|
| 713 |
+
File "<frozen runpy>", line 88, in _run_code
|
| 714 |
+
File "/opt/venv/lib/python3.12/site-packages/modelopt/onnx/quantization/__main__.py", line 305, in <module>
|
| 715 |
+
main()
|
| 716 |
+
File "/opt/venv/lib/python3.12/site-packages/modelopt/onnx/quantization/__main__.py", line 271, in main
|
| 717 |
+
quantize(
|
| 718 |
+
File "/opt/venv/lib/python3.12/site-packages/modelopt/onnx/quantization/quantize.py", line 461, in quantize
|
| 719 |
+
onnx_model = quantize_func(
|
| 720 |
+
^^^^^^^^^^^^^^
|
| 721 |
+
File "/opt/venv/lib/python3.12/site-packages/modelopt/onnx/quantization/fp8.py", line 288, in quantize
|
| 722 |
+
quantize_static(
|
| 723 |
+
File "/opt/venv/lib/python3.12/site-packages/modelopt/onnx/quantization/ort_patching.py", line 1637, in _quantize_static
|
| 724 |
+
calibrator.collect_data(calibration_data_reader)
|
| 725 |
+
File "/opt/venv/lib/python3.12/site-packages/modelopt/onnx/quantization/ort_patching.py", line 852, in _collect_data_histogram_calibrater_single_node_calibration
|
| 726 |
+
inputs[calibrator.infer_session.get_outputs()[i].name]
|
| 727 |
+
~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
| 728 |
+
KeyError: 'latent'
|
| 729 |
+
|
| 730 |
+
[2026-01-10 04:35:45] [INFO] === RUN END ===
|