[diffusion] feat: support resolution check for video model (#14881)
Co-authored-by: Brain97 <Brain97@users.noreply.github.com> Co-authored-by: Mick <mickjagger19@icloud.com>
This commit is contained in:
@@ -117,6 +117,7 @@ def run_pytest(files):
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if not is_perf_assertion:
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return returncode
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logger.info(f"Max retry exceeded")
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return returncode
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@@ -523,70 +523,70 @@
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},
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"LatentPreparationStage": 15.27,
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"DecodingStage": 4330.65,
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"InputValidationStage": 0.07,
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"TextEncodingStage": 2237.78,
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"ConditioningStage": 0.01,
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"TimestepPreparationStage": 2.1,
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"LatentPreparationStage": 0.84,
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"DenoisingStage": 13041.23,
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"DecodingStage": 1274.63,
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"per_frame_generation": null
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},
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},
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@@ -677,82 +677,84 @@
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},
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"fast_hunyuan_video": {
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"LatentPreparationStage": 29.34,
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"DenoisingStage": 3860.64,
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"DecodingStage": 2580.55
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"InputValidationStage": 0.34,
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"LatentPreparationStage": 0.29,
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"DenoisingStage": 9054.39,
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},
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@@ -894,58 +896,59 @@
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"ConditioningStage": 0.01,
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"TimestepPreparationStage": 1.99,
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"LatentPreparationStage": 1.26,
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"DenoisingStage": 156678.8406,
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"DecodingStage": 2702.7,
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"per_frame_generation": null
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"wan2_1_t2v_14b_2gpu": {
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@@ -1016,196 +1019,196 @@
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},
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"wan2_2_t2v_a14b_lora_2gpu": {
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|
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"InputValidationStage": 0.09,
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"5": 2399.6,
|
||||
"6": 2400.5,
|
||||
"7": 2401.13,
|
||||
"8": 2399.32,
|
||||
"9": 2400.0,
|
||||
"10": 2401.35,
|
||||
"11": 2400.04,
|
||||
"12": 2408.27,
|
||||
"13": 2407.08,
|
||||
"14": 2405.92,
|
||||
"15": 2403.99,
|
||||
"16": 2402.12,
|
||||
"17": 2402.52,
|
||||
"18": 2398.08,
|
||||
"19": 2399.9,
|
||||
"20": 2400.14,
|
||||
"21": 2398.64,
|
||||
"22": 2401.32,
|
||||
"23": 2400.75,
|
||||
"24": 2399.27,
|
||||
"25": 2400.21,
|
||||
"26": 36387.55,
|
||||
"27": 2399.77,
|
||||
"28": 2398.09,
|
||||
"29": 2404.64,
|
||||
"30": 2400.68,
|
||||
"31": 2404.3,
|
||||
"32": 2392.44,
|
||||
"33": 2390.56,
|
||||
"34": 2396.05,
|
||||
"35": 2394.86,
|
||||
"36": 2396.07,
|
||||
"37": 2398.49,
|
||||
"38": 2394.77,
|
||||
"39": 2394.19
|
||||
},
|
||||
"expected_e2e_ms": 84633.71,
|
||||
"expected_avg_denoise_ms": 2006.04,
|
||||
"expected_median_denoise_ms": 758.24
|
||||
"expected_e2e_ms": 159643.06,
|
||||
"expected_avg_denoise_ms": 3851.87,
|
||||
"expected_median_denoise_ms": 2400.09
|
||||
},
|
||||
"wan2_1_t2v_1_3b_lora_1gpu": {
|
||||
"stages_ms": {
|
||||
"InputValidationStage": 0.08,
|
||||
"TextEncodingStage": 2392.95,
|
||||
"InputValidationStage": 0.06,
|
||||
"TextEncodingStage": 2467.44,
|
||||
"ConditioningStage": 0.02,
|
||||
"TimestepPreparationStage": 2.19,
|
||||
"LatentPreparationStage": 1.28,
|
||||
"DenoisingStage": 8752.65,
|
||||
"DecodingStage": 743.42,
|
||||
"TimestepPreparationStage": 2.96,
|
||||
"LatentPreparationStage": 1.87,
|
||||
"DenoisingStage": 14859.47,
|
||||
"DecodingStage": 1199.31,
|
||||
"per_frame_generation": null
|
||||
},
|
||||
"denoise_step_ms": {
|
||||
"0": 1782.77,
|
||||
"1": 149.53,
|
||||
"2": 147.3,
|
||||
"3": 143.89,
|
||||
"4": 143.48,
|
||||
"5": 142.72,
|
||||
"6": 141.11,
|
||||
"7": 142.73,
|
||||
"8": 138.91,
|
||||
"9": 143.41,
|
||||
"10": 142.53,
|
||||
"11": 139.12,
|
||||
"12": 142.67,
|
||||
"13": 143.35,
|
||||
"14": 142.36,
|
||||
"15": 139.34,
|
||||
"16": 142.94,
|
||||
"17": 141.88,
|
||||
"18": 138.48,
|
||||
"19": 148.75,
|
||||
"20": 138.57,
|
||||
"21": 138.3,
|
||||
"22": 138.4,
|
||||
"23": 137.78,
|
||||
"24": 138.1,
|
||||
"25": 138.35,
|
||||
"26": 138.75,
|
||||
"27": 138.31,
|
||||
"28": 138.48,
|
||||
"29": 137.58,
|
||||
"30": 137.96,
|
||||
"31": 145.2,
|
||||
"32": 145.89,
|
||||
"33": 143.23,
|
||||
"34": 144.19,
|
||||
"35": 142.49,
|
||||
"36": 141.82,
|
||||
"37": 142.4,
|
||||
"38": 144.86,
|
||||
"39": 144.42,
|
||||
"40": 142.97,
|
||||
"41": 142.26,
|
||||
"42": 142.75,
|
||||
"43": 142.45,
|
||||
"44": 142.62,
|
||||
"45": 145.97,
|
||||
"46": 147.18,
|
||||
"47": 143.28,
|
||||
"48": 142.66,
|
||||
"49": 142.32
|
||||
"0": 1964.07,
|
||||
"1": 265.02,
|
||||
"2": 257.83,
|
||||
"3": 260.27,
|
||||
"4": 261.43,
|
||||
"5": 258.58,
|
||||
"6": 256.64,
|
||||
"7": 256.91,
|
||||
"8": 258.41,
|
||||
"9": 257.84,
|
||||
"10": 257.08,
|
||||
"11": 257.0,
|
||||
"12": 258.44,
|
||||
"13": 257.1,
|
||||
"14": 256.95,
|
||||
"15": 257.2,
|
||||
"16": 256.84,
|
||||
"17": 257.64,
|
||||
"18": 257.22,
|
||||
"19": 257.42,
|
||||
"20": 256.91,
|
||||
"21": 256.99,
|
||||
"22": 257.17,
|
||||
"23": 257.63,
|
||||
"24": 258.89,
|
||||
"25": 257.46,
|
||||
"26": 257.3,
|
||||
"27": 257.42,
|
||||
"28": 257.19,
|
||||
"29": 257.65,
|
||||
"30": 257.39,
|
||||
"31": 256.93,
|
||||
"32": 258.23,
|
||||
"33": 257.62,
|
||||
"34": 281.86,
|
||||
"35": 295.86,
|
||||
"36": 296.73,
|
||||
"37": 287.21,
|
||||
"38": 300.87,
|
||||
"39": 303.47,
|
||||
"40": 294.09,
|
||||
"41": 270.52,
|
||||
"42": 256.53,
|
||||
"43": 256.58,
|
||||
"44": 256.29,
|
||||
"45": 255.81,
|
||||
"46": 256.34,
|
||||
"47": 256.08,
|
||||
"48": 255.92,
|
||||
"49": 255.87
|
||||
},
|
||||
"expected_e2e_ms": 11905.69,
|
||||
"expected_avg_denoise_ms": 174.94,
|
||||
"expected_median_denoise_ms": 142.57
|
||||
"expected_e2e_ms": 18547.46,
|
||||
"expected_avg_denoise_ms": 297.09,
|
||||
"expected_median_denoise_ms": 257.42
|
||||
},
|
||||
"wan2_1_i2v_14b_lora_2gpu": {
|
||||
"stages_ms": {
|
||||
"InputValidationStage": 37.9,
|
||||
"TextEncodingStage": 2581.79,
|
||||
"ImageEncodingStage": 1607.56,
|
||||
"InputValidationStage": 23.97,
|
||||
"TextEncodingStage": 2485.39,
|
||||
"ImageEncodingStage": 2372.07,
|
||||
"ConditioningStage": 0.01,
|
||||
"TimestepPreparationStage": 2.13,
|
||||
"LatentPreparationStage": 0.13,
|
||||
"ImageVAEEncodingStage": 2405.17,
|
||||
"DenoisingStage": 188146.58,
|
||||
"DecodingStage": 3392.12,
|
||||
"TimestepPreparationStage": 2.6,
|
||||
"LatentPreparationStage": 0.18,
|
||||
"ImageVAEEncodingStage": 2500.13,
|
||||
"DenoisingStage": 193514.04,
|
||||
"DecodingStage": 3341.78,
|
||||
"per_frame_generation": null
|
||||
},
|
||||
"denoise_step_ms": {
|
||||
"0": 5373.79,
|
||||
"1": 3671.13,
|
||||
"2": 3676.21,
|
||||
"3": 3678.12,
|
||||
"4": 3687.34,
|
||||
"5": 3693.02,
|
||||
"6": 3699.22,
|
||||
"7": 3701.94,
|
||||
"8": 3709.51,
|
||||
"9": 3711.35,
|
||||
"10": 3713.63,
|
||||
"11": 3714.26,
|
||||
"12": 3732.48,
|
||||
"13": 3734.85,
|
||||
"14": 3718.94,
|
||||
"15": 3719.6,
|
||||
"16": 3724.61,
|
||||
"17": 3725.0,
|
||||
"18": 3727.77,
|
||||
"19": 3727.89,
|
||||
"20": 3726.51,
|
||||
"21": 3727.26,
|
||||
"22": 3726.27,
|
||||
"23": 3726.55,
|
||||
"24": 3725.91,
|
||||
"25": 3726.53,
|
||||
"26": 3725.54,
|
||||
"27": 3728.39,
|
||||
"28": 3724.19,
|
||||
"29": 3727.76,
|
||||
"30": 3720.69,
|
||||
"31": 3724.38,
|
||||
"32": 3723.14,
|
||||
"33": 3723.73,
|
||||
"34": 3728.07,
|
||||
"35": 3728.38,
|
||||
"36": 3745.83,
|
||||
"37": 3733.19,
|
||||
"38": 3724.01,
|
||||
"39": 3722.51,
|
||||
"40": 3733.28,
|
||||
"41": 3723.43,
|
||||
"42": 3724.11,
|
||||
"43": 3725.56,
|
||||
"44": 3720.57,
|
||||
"45": 3719.53,
|
||||
"46": 3713.17,
|
||||
"47": 3721.05,
|
||||
"48": 3721.72,
|
||||
"49": 3715.61
|
||||
"0": 7828.3,
|
||||
"1": 3765.8,
|
||||
"2": 3774.63,
|
||||
"3": 3772.93,
|
||||
"4": 3781.13,
|
||||
"5": 3778.22,
|
||||
"6": 3776.41,
|
||||
"7": 3772.02,
|
||||
"8": 3776.15,
|
||||
"9": 3768.82,
|
||||
"10": 3775.31,
|
||||
"11": 3771.32,
|
||||
"12": 3774.33,
|
||||
"13": 3772.5,
|
||||
"14": 3778.41,
|
||||
"15": 3775.31,
|
||||
"16": 3771.38,
|
||||
"17": 3774.87,
|
||||
"18": 3780.01,
|
||||
"19": 3772.85,
|
||||
"20": 3773.65,
|
||||
"21": 3774.47,
|
||||
"22": 3774.39,
|
||||
"23": 3773.08,
|
||||
"24": 3776.71,
|
||||
"25": 3780.01,
|
||||
"26": 3774.83,
|
||||
"27": 3773.27,
|
||||
"28": 3773.76,
|
||||
"29": 3772.75,
|
||||
"30": 3773.01,
|
||||
"31": 3773.34,
|
||||
"32": 3773.13,
|
||||
"33": 3774.12,
|
||||
"34": 3772.19,
|
||||
"35": 3774.7,
|
||||
"36": 3773.98,
|
||||
"37": 3772.47,
|
||||
"38": 3771.72,
|
||||
"39": 3774.07,
|
||||
"40": 3773.71,
|
||||
"41": 3773.6,
|
||||
"42": 3772.12,
|
||||
"43": 3773.75,
|
||||
"44": 3782.43,
|
||||
"45": 3779.66,
|
||||
"46": 3779.86,
|
||||
"47": 3774.58,
|
||||
"48": 3770.54,
|
||||
"49": 3776.76
|
||||
},
|
||||
"expected_e2e_ms": 220000,
|
||||
"expected_avg_denoise_ms": 3751.95,
|
||||
"expected_median_denoise_ms": 3724.06
|
||||
"expected_e2e_ms": 204257.12,
|
||||
"expected_avg_denoise_ms": 3855.55,
|
||||
"expected_median_denoise_ms": 3774.03
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@@ -491,6 +491,7 @@ Consider updating perf_baselines.json with the snippets below:
|
||||
case.id,
|
||||
generate_fn,
|
||||
)
|
||||
|
||||
self._validate_and_record(case, perf_record)
|
||||
|
||||
# LoRA API functionality test with E2E validation (only for LoRA-enabled cases)
|
||||
|
||||
@@ -227,7 +227,6 @@ TI2I_sampling_params = DiffusionSamplingParams(
|
||||
T2V_PROMPT = "A curious raccoon"
|
||||
|
||||
TI2V_sampling_params = DiffusionSamplingParams(
|
||||
output_size="832x1104",
|
||||
prompt="The man in the picture slowly turns his head, his expression enigmatic and otherworldly. The camera performs a slow, cinematic dolly out, focusing on his face. Moody lighting, neon signs glowing in the background, shallow depth of field.",
|
||||
image_path="https://is1-ssl.mzstatic.com/image/thumb/Music114/v4/5f/fa/56/5ffa56c2-ea1f-7a17-6bad-192ff9b6476d/825646124206.jpg/600x600bb.jpg",
|
||||
)
|
||||
@@ -302,7 +301,6 @@ ONE_GPU_CASES_B: list[DiffusionTestCase] = [
|
||||
),
|
||||
DiffusionSamplingParams(
|
||||
prompt=T2V_PROMPT,
|
||||
output_size="848x480",
|
||||
),
|
||||
),
|
||||
# LoRA test case for single transformer + merge/unmerge API test
|
||||
@@ -319,7 +317,6 @@ ONE_GPU_CASES_B: list[DiffusionTestCase] = [
|
||||
),
|
||||
DiffusionSamplingParams(
|
||||
prompt="csetiarcane Nfj1nx with blue hair, a woman walking in a cyberpunk city at night",
|
||||
output_size="480x320",
|
||||
num_frames=8,
|
||||
),
|
||||
),
|
||||
@@ -355,7 +352,6 @@ ONE_GPU_CASES_B: list[DiffusionTestCase] = [
|
||||
),
|
||||
DiffusionSamplingParams(
|
||||
prompt=T2V_PROMPT,
|
||||
output_size="720x480",
|
||||
),
|
||||
),
|
||||
# === Text and Image to Video (TI2V) ===
|
||||
@@ -384,7 +380,6 @@ ONE_GPU_CASES_B: list[DiffusionTestCase] = [
|
||||
]
|
||||
|
||||
TWO_GPU_CASES_A = [
|
||||
# TODO: Timeout with Torch2.9. Add back when it can pass CI
|
||||
DiffusionTestCase(
|
||||
"wan2_2_i2v_a14b_2gpu",
|
||||
DiffusionServerArgs(
|
||||
@@ -408,7 +403,6 @@ TWO_GPU_CASES_A = [
|
||||
),
|
||||
DiffusionSamplingParams(
|
||||
prompt=T2V_PROMPT,
|
||||
output_size="720x480",
|
||||
),
|
||||
),
|
||||
# LoRA test case for transformer_2 support
|
||||
@@ -425,7 +419,6 @@ TWO_GPU_CASES_A = [
|
||||
),
|
||||
DiffusionSamplingParams(
|
||||
prompt="Nfj1nx with blue hair, a woman walking in a cyberpunk city at night",
|
||||
output_size="720x480",
|
||||
),
|
||||
),
|
||||
DiffusionTestCase(
|
||||
@@ -440,7 +433,7 @@ TWO_GPU_CASES_A = [
|
||||
),
|
||||
DiffusionSamplingParams(
|
||||
prompt=T2V_PROMPT,
|
||||
output_size="720x480",
|
||||
output_size="832x480",
|
||||
),
|
||||
),
|
||||
]
|
||||
|
||||
Reference in New Issue
Block a user