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[TRTLLM-14557][test] Add single-device visual-gen feature accuracy regression tests #16683
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27 changes: 27 additions & 0 deletions
27
.../examples/visual_gen/golden/visual_gen_lpips/cosmos3_nano_fp8_blockwise_lpips_golden.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,27 @@ | ||
| { | ||
| "image": "cosmos3_nano_fp8_blockwise_lpips_golden.png", | ||
| "model": "Cosmos3-Nano", | ||
| "source": "TensorRT-LLM VisualGen", | ||
| "prompt": "A serene mountain landscape with snow-capped peaks and a flowing river", | ||
| "height": 720, | ||
| "width": 1280, | ||
| "num_frames": 1, | ||
| "num_inference_steps": 35, | ||
| "guidance_scale": 6.0, | ||
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| "deterministic_algorithms": true, | ||
| "lpips_net": "alex", | ||
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| "diffusers_version": "0.39.0", | ||
| "torch_version": "2.12.0a0+5aff3928d8.nv26.05", | ||
| "tensorrt_llm_version": "1.3.0rc21", | ||
| "tensorrt_llm_commit": "b2131b181f5be6717cd302a0b53c22c6a70c65b3", | ||
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| "sha256": "dbdfc83e3a6a038138f4c8e039fa09be8ab11cb308f1534405624523afed73a5" | ||
| } |
27 changes: 27 additions & 0 deletions
27
...ion/defs/examples/visual_gen/golden/visual_gen_lpips/cosmos3_nano_nvfp4_lpips_golden.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,27 @@ | ||
| { | ||
| "image": "cosmos3_nano_nvfp4_lpips_golden.png", | ||
| "model": "Cosmos3-Nano", | ||
| "source": "TensorRT-LLM VisualGen", | ||
| "prompt": "A serene mountain landscape with snow-capped peaks and a flowing river", | ||
| "height": 720, | ||
| "width": 1280, | ||
| "num_frames": 1, | ||
| "num_inference_steps": 35, | ||
| "guidance_scale": 6.0, | ||
| "frame_rate": 24.0, | ||
| "seed": 42, | ||
| "feature_config": { | ||
| "quantization": "NVFP4", | ||
| "cuda_graph": false | ||
| }, | ||
| "torch_compile": false, | ||
| "deterministic_algorithms": true, | ||
| "lpips_net": "alex", | ||
| "lpips_threshold": 0.05, | ||
| "diffusers_version": "0.39.0", | ||
| "torch_version": "2.12.0a0+5aff3928d8.nv26.05", | ||
| "tensorrt_llm_version": "1.3.0rc21", | ||
| "tensorrt_llm_commit": "b2131b181f5be6717cd302a0b53c22c6a70c65b3", | ||
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| "sha256": "36a2927030c28eac1bcfee0361d13723b655b4d0db4a818537e71366360df85f" | ||
| } |
25 changes: 25 additions & 0 deletions
25
...ation/defs/examples/visual_gen/golden/visual_gen_lpips/flux1_cuda_graph_lpips_golden.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,25 @@ | ||
| { | ||
| "image": "flux1_cuda_graph_lpips_golden.png", | ||
| "model": "FLUX.1-dev", | ||
| "source": "TensorRT-LLM VisualGen", | ||
| "prompt": "a tiny astronaut hatching from an egg on the moon", | ||
| "height": 256, | ||
| "width": 256, | ||
| "num_inference_steps": 4, | ||
| "guidance_scale": 3.5, | ||
| "seed": 42, | ||
| "feature_config": { | ||
| "quantization": "none", | ||
| "cuda_graph": true | ||
| }, | ||
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| "deterministic_algorithms": true, | ||
| "lpips_net": "alex", | ||
| "lpips_threshold": 0.05, | ||
| "diffusers_version": "0.39.0", | ||
| "torch_version": "2.12.0a0+5aff3928d8.nv26.05", | ||
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| "tensorrt_llm_commit": "b2131b181f5be6717cd302a0b53c22c6a70c65b3", | ||
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| "sha256": "43c916aef97133281424e7e7f04bc6e58493e6e9535f5e5234f3fef51f0ab857" | ||
| } |
25 changes: 25 additions & 0 deletions
25
...on/defs/examples/visual_gen/golden/visual_gen_lpips/flux1_fp8_blockwise_lpips_golden.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,25 @@ | ||
| { | ||
| "image": "flux1_fp8_blockwise_lpips_golden.png", | ||
| "model": "FLUX.1-dev", | ||
| "source": "TensorRT-LLM VisualGen", | ||
| "prompt": "a tiny astronaut hatching from an egg on the moon", | ||
| "height": 256, | ||
| "width": 256, | ||
| "num_inference_steps": 4, | ||
| "guidance_scale": 3.5, | ||
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| "deterministic_algorithms": true, | ||
| "lpips_net": "alex", | ||
| "lpips_threshold": 0.05, | ||
| "diffusers_version": "0.39.0", | ||
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| "sha256": "9e71a2e12d8bd28278f95f02c1836033dccac4717578c30b6bbc27a3b4011022" | ||
| } |
25 changes: 25 additions & 0 deletions
25
...ntegration/defs/examples/visual_gen/golden/visual_gen_lpips/flux1_nvfp4_lpips_golden.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,25 @@ | ||
| { | ||
| "image": "flux1_nvfp4_lpips_golden.png", | ||
| "model": "FLUX.1-dev", | ||
| "source": "TensorRT-LLM VisualGen", | ||
| "prompt": "a tiny astronaut hatching from an egg on the moon", | ||
| "height": 256, | ||
| "width": 256, | ||
| "num_inference_steps": 4, | ||
| "guidance_scale": 3.5, | ||
| "seed": 42, | ||
| "feature_config": { | ||
| "quantization": "NVFP4", | ||
| "cuda_graph": false | ||
| }, | ||
| "torch_compile": false, | ||
| "deterministic_algorithms": true, | ||
| "lpips_net": "alex", | ||
| "lpips_threshold": 0.05, | ||
| "diffusers_version": "0.39.0", | ||
| "torch_version": "2.12.0a0+5aff3928d8.nv26.05", | ||
| "tensorrt_llm_version": "1.3.0rc21", | ||
| "tensorrt_llm_commit": "b2131b181f5be6717cd302a0b53c22c6a70c65b3", | ||
| "container_image": "urm.nvidia.com/sw-tensorrt-docker/tensorrt-llm@sha256:475999862b896593159f10f486e16a748e7b7abb5cee558932a59ea6fc690d6b", | ||
| "sha256": "f34c21a23a8140f842a53a11937c08d6f034057daa89fb5825638a9b3a322566" | ||
| } |
25 changes: 25 additions & 0 deletions
25
...ation/defs/examples/visual_gen/golden/visual_gen_lpips/flux2_cuda_graph_lpips_golden.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,25 @@ | ||
| { | ||
| "image": "flux2_cuda_graph_lpips_golden.png", | ||
| "model": "FLUX.2-dev", | ||
| "source": "TensorRT-LLM VisualGen", | ||
| "prompt": "a tiny astronaut hatching from an egg on the moon", | ||
| "height": 256, | ||
| "width": 256, | ||
| "num_inference_steps": 4, | ||
| "guidance_scale": 3.5, | ||
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| "cuda_graph": true | ||
| }, | ||
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| "deterministic_algorithms": true, | ||
| "lpips_net": "alex", | ||
| "lpips_threshold": 0.05, | ||
| "diffusers_version": "0.39.0", | ||
| "torch_version": "2.12.0a0+5aff3928d8.nv26.05", | ||
| "tensorrt_llm_version": "1.3.0rc21", | ||
| "tensorrt_llm_commit": "b2131b181f5be6717cd302a0b53c22c6a70c65b3", | ||
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| "sha256": "0beac87c89fced52e5845b8de7b8dfa6837cca308de032a87f8dcf4d86c3dfee" | ||
| } |
25 changes: 25 additions & 0 deletions
25
...on/defs/examples/visual_gen/golden/visual_gen_lpips/flux2_fp8_blockwise_lpips_golden.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,25 @@ | ||
| { | ||
| "image": "flux2_fp8_blockwise_lpips_golden.png", | ||
|
zhaoyuanh-nvidia marked this conversation as resolved.
|
||
| "model": "FLUX.2-dev", | ||
| "source": "TensorRT-LLM VisualGen", | ||
| "prompt": "a tiny astronaut hatching from an egg on the moon", | ||
| "height": 256, | ||
| "width": 256, | ||
| "num_inference_steps": 4, | ||
| "guidance_scale": 3.5, | ||
| "seed": 42, | ||
| "feature_config": { | ||
| "quantization": "FP8_BLOCK_SCALES", | ||
| "cuda_graph": false | ||
| }, | ||
| "torch_compile": false, | ||
| "deterministic_algorithms": true, | ||
| "lpips_net": "alex", | ||
| "lpips_threshold": 0.05, | ||
| "diffusers_version": "0.39.0", | ||
| "torch_version": "2.12.0a0+5aff3928d8.nv26.05", | ||
| "tensorrt_llm_version": "1.3.0rc21", | ||
| "tensorrt_llm_commit": "b2131b181f5be6717cd302a0b53c22c6a70c65b3", | ||
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| "sha256": "8255196070843fe4a3d812f0880afcbfda5903537403581207c38bbf0ef615f5" | ||
| } | ||
25 changes: 25 additions & 0 deletions
25
...ntegration/defs/examples/visual_gen/golden/visual_gen_lpips/flux2_nvfp4_lpips_golden.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,25 @@ | ||
| { | ||
| "image": "flux2_nvfp4_lpips_golden.png", | ||
| "model": "FLUX.2-dev", | ||
| "source": "TensorRT-LLM VisualGen", | ||
| "prompt": "a tiny astronaut hatching from an egg on the moon", | ||
| "height": 256, | ||
| "width": 256, | ||
| "num_inference_steps": 4, | ||
| "guidance_scale": 3.5, | ||
| "seed": 42, | ||
| "feature_config": { | ||
| "quantization": "NVFP4", | ||
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| }, | ||
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| "deterministic_algorithms": true, | ||
| "lpips_net": "alex", | ||
| "lpips_threshold": 0.05, | ||
| "diffusers_version": "0.39.0", | ||
| "torch_version": "2.12.0a0+5aff3928d8.nv26.05", | ||
| "tensorrt_llm_version": "1.3.0rc21", | ||
| "tensorrt_llm_commit": "b2131b181f5be6717cd302a0b53c22c6a70c65b3", | ||
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| } |
28 changes: 28 additions & 0 deletions
28
.../defs/examples/visual_gen/golden/visual_gen_lpips/ltx2_cuda_graph_lpips_golden_video.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,28 @@ | ||
| { | ||
| "video": "ltx2_cuda_graph_lpips_golden_video.mp4", | ||
| "model": "LTX-2 BF16 two-stage", | ||
| "source": "TensorRT-LLM VisualGen", | ||
| "prompt": "A woman with long brown hair and light skin smiles at the camera while standing in a sunlit park, her hair gently blowing in the breeze as she tilts her head slightly to the side.", | ||
| "negative_prompt": "worst quality, inconsistent motion, blurry, jittery, distorted", | ||
| "height": 512, | ||
| "width": 768, | ||
| "num_frames": 49, | ||
| "num_inference_steps": 8, | ||
| "guidance_scale": 4.0, | ||
| "frame_rate": 24.0, | ||
| "seed": 42, | ||
| "feature_config": { | ||
| "quantization": "none", | ||
| "cuda_graph": true | ||
| }, | ||
| "torch_compile": false, | ||
| "deterministic_algorithms": true, | ||
| "lpips_net": "alex", | ||
| "lpips_threshold": 0.05, | ||
| "diffusers_version": "0.39.0", | ||
| "torch_version": "2.12.0a0+5aff3928d8.nv26.05", | ||
| "tensorrt_llm_version": "1.3.0rc21", | ||
| "tensorrt_llm_commit": "b2131b181f5be6717cd302a0b53c22c6a70c65b3", | ||
| "container_image": "urm.nvidia.com/sw-tensorrt-docker/tensorrt-llm@sha256:475999862b896593159f10f486e16a748e7b7abb5cee558932a59ea6fc690d6b", | ||
| "sha256": "55b92e45eed7a6e795b669c2d3340a4e6094410cfe9af53163456fa4f84c36c2" | ||
| } |
28 changes: 28 additions & 0 deletions
28
...fs/examples/visual_gen/golden/visual_gen_lpips/ltx2_fp8_blockwise_lpips_golden_video.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,28 @@ | ||
| { | ||
| "video": "ltx2_fp8_blockwise_lpips_golden_video.mp4", | ||
| "model": "LTX-2 BF16 two-stage", | ||
| "source": "TensorRT-LLM VisualGen", | ||
| "prompt": "A woman with long brown hair and light skin smiles at the camera while standing in a sunlit park, her hair gently blowing in the breeze as she tilts her head slightly to the side.", | ||
| "negative_prompt": "worst quality, inconsistent motion, blurry, jittery, distorted", | ||
| "height": 512, | ||
| "width": 768, | ||
| "num_frames": 49, | ||
| "num_inference_steps": 8, | ||
| "guidance_scale": 4.0, | ||
| "frame_rate": 24.0, | ||
| "seed": 42, | ||
| "feature_config": { | ||
| "quantization": "FP8_BLOCK_SCALES", | ||
| "cuda_graph": false | ||
| }, | ||
| "torch_compile": false, | ||
| "deterministic_algorithms": true, | ||
| "lpips_net": "alex", | ||
| "lpips_threshold": 0.05, | ||
| "diffusers_version": "0.39.0", | ||
| "torch_version": "2.12.0a0+5aff3928d8.nv26.05", | ||
| "tensorrt_llm_version": "1.3.0rc21", | ||
| "tensorrt_llm_commit": "b2131b181f5be6717cd302a0b53c22c6a70c65b3", | ||
| "container_image": "urm.nvidia.com/sw-tensorrt-docker/tensorrt-llm@sha256:475999862b896593159f10f486e16a748e7b7abb5cee558932a59ea6fc690d6b", | ||
| "sha256": "fced64c757f3a7f1d6b6f1f0c68c40181fc11e880c9f272e62522182393b2484" | ||
| } |
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