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Update loadgen to 6.0; Bulk update 6.0 checker bits #2415

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Merged
arjunsuresh merged 4 commits into from
Dec 18, 2025
Merged

Update loadgen to 6.0; Bulk update 6.0 checker bits #2415

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0f13047
Update loadgen to 6.0; Bulk update 6.0 checker bits
nvzhihanj Dec 18, 2025
161e562
Fix qwen3vl
nvzhihanj Dec 18, 2025
b7c1310
[Automated Commit] Format Codebase
github-actions[bot] Dec 18, 2025
2d50ea0
Dummy commit
arjunsuresh Dec 18, 2025
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1 change: 1 addition & 0 deletions .github/workflows/build_wheels.yml
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Original file line number Diff line number Diff line change
@@ -1,4 +1,5 @@
name: Build loadgen wheels and release them into PYPI

on:
release:
types: [published]
Expand Down
2 changes: 1 addition & 1 deletion loadgen/VERSION.txt
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Original file line number Diff line number Diff line change
@@ -1 +1 @@
5.1.2
6.0.0
209 changes: 125 additions & 84 deletions tools/submission/submission_checker.py
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Original file line number Diff line number Diff line change
Expand Up @@ -25,82 +25,100 @@
submission_checker_dir = os.path.dirname(os.path.realpath(__file__))

MODEL_CONFIG = {
"v5.0": {
"v6.0": {
"models": [
"resnet",
"retinanet",
"bert-99",
"bert-99.9",
"dlrm-v2-99",
"dlrm-v2-99.9",
"3d-unet-99",
"3d-unet-99.9",
"gptj-99",
"gptj-99.9",
"llama3.1-8b",
"llama3.1-8b-edge",
"llama2-70b-99",
"llama2-70b-99.9",
"llama2-70b-interactive-99",
"llama2-70b-interactive-99.9",
"stable-diffusion-xl",
"mixtral-8x7b",
"llama3.1-405b",
"rgat",
"pointpainting",
"deepseek-r1",
"whisper",
"gpt-oss-120b",
"wan-2.2-t2v-a14b",
"qwen3-vl-235b-a22b",
"dlrm-v3",
],
"required-scenarios-datacenter": {
"resnet": ["Server", "Offline"],
"retinanet": ["Server", "Offline"],
"dlrm-v2-99": ["Server", "Offline"],
"dlrm-v2-99.9": ["Server", "Offline"],
"dlrm-v3": ["Server", "Offline"],
"3d-unet-99": ["Offline"],
"3d-unet-99.9": ["Offline"],
"gptj-99": ["Server", "Offline"],
"gptj-99.9": ["Server", "Offline"],
"llama2-70b-99": ["Server", "Offline"],
"llama2-70b-99.9": ["Server", "Offline"],
"llama2-70b-interactive-99": ["Server", "Offline"],
"llama2-70b-interactive-99.9": ["Server", "Offline"],
"llama3.1-8b": ["Offline"],
"llama2-70b-99": ["Offline"],
"llama2-70b-99.9": ["Offline"],
"stable-diffusion-xl": ["Server", "Offline"],
"mixtral-8x7b": ["Server", "Offline"],
"llama3.1-405b": ["Server", "Offline"],
"llama3.1-405b": ["Offline"],
"rgat": ["Offline"],
"whisper": ["Offline"],
"deepseek-r1": ["Offline"],
"gpt-oss-120b": ["Offline"],
"qwen3-vl-235b-a22b": ["Server", "Offline"],
"dlrm-v3": ["Server", "Offline"],
},
"optional-scenarios-datacenter": {
"llama2-70b-99": ["Interactive", "Server"],
"llama2-70b-99.9": ["Interactive", "Server"],
"llama3.1-405b": ["Interactive", "Server"],
"llama3.1-8b": ["Interactive", "Server"],
"deepseek-r1": ["Interactive", "Server"],
"gpt-oss-120b": ["Interactive", "Server"],
},
"optional-scenarios-datacenter": {},
"required-scenarios-edge": {
"resnet": ["SingleStream", "MultiStream", "Offline"],
"retinanet": ["SingleStream", "MultiStream", "Offline"],
"bert-99": ["SingleStream", "Offline"],
"bert-99.9": ["SingleStream", "Offline"],
"3d-unet-99": ["SingleStream", "Offline"],
"3d-unet-99.9": ["SingleStream", "Offline"],
"gptj-99": ["SingleStream", "Offline"],
"gptj-99.9": ["SingleStream", "Offline"],
"llama3.1-8b-edge": ["SingleStream", "Offline"],
"stable-diffusion-xl": ["SingleStream", "Offline"],
"pointpainting": ["SingleStream"],
"whisper": ["Offline"],
},
"optional-scenarios-edge": {},
"required-scenarios-datacenter-edge": {
"resnet": ["SingleStream", "Offline", "MultiStream", "Server"],
"resnet": ["SingleStream", "MultiStream", "Offline", "Server"],
"retinanet": ["SingleStream", "Offline", "MultiStream", "Server"],
"bert-99": ["SingleStream", "Offline"],
"bert-99.9": ["SingleStream", "Offline"],
"dlrm-v2-99": ["Offline", "Server"],
"dlrm-v2-99.9": ["Offline", "Server"],
"3d-unet-99": ["SingleStream", "Offline"],
"3d-unet-99.9": ["SingleStream", "Offline"],
"gptj-99": ["SingleStream", "Offline", "Server"],
"gptj-99.9": ["SingleStream", "Offline", "Server"],
"llama2-70b-99": ["Server", "Offline"],
"llama2-70b-99.9": ["Server", "Offline"],
"llama2-70b-interactive-99": ["Server", "Offline"],
"llama2-70b-interactive-99.9": ["Server", "Offline"],
"llama3.1-8b": ["Offline"],
"llama3.1-8b-edge": ["SingleStream", "Offline"],
"llama2-70b-99": ["Offline"],
"llama2-70b-99.9": ["Offline"],
"stable-diffusion-xl": ["SingleStream", "Offline", "Server"],
"mixtral-8x7b": ["Server", "Offline"],
"llama3.1-405b": ["Server", "Offline"],
"llama3.1-405b": ["Offline"],
"rgat": ["Offline"],
"pointpainting": ["SingleStream"],
"deepseek-r1": ["Offline"],
"whisper": ["Offline"],
"gpt-oss-120b": ["Offline"],
"qwen3-vl-235b-a22b": ["Offline"],
"dlrm-v3": ["Offline", "Server"],
},
"optional-scenarios-datacenter-edge": {
"llama2-70b-99": ["Interactive", "Server"],
"llama2-70b-99.9": ["Interactive", "Server"],
"llama3.1-405b": ["Interactive", "Server"],
"llama3.1-8b": ["Interactive", "Server"],
"deepseek-r1": ["Interactive", "Server"],
"gpt-oss-120b": ["Interactive", "Server"],
"qwen3-vl-235b-a22b": ["Interactive", "Server"],
},
"optional-scenarios-datacenter-edge": {},
"accuracy-target": {
"resnet": ("acc", 76.46 * 0.99),
"retinanet": ("mAP", 37.55 * 0.99),
Expand All @@ -111,25 +129,29 @@
"3d-unet-99": ("DICE", 0.86170 * 0.99),
"3d-unet-99.9": ("DICE", 0.86170 * 0.999),

"gptj-99": (
"llama3.1-8b": (
"ROUGE1",
42.9865 * 0.99,
38.7792 * 0.99,
"ROUGE2",
20.1235 * 0.99,
15.9075 * 0.99,
"ROUGEL",
29.9881 * 0.99,
24.4957 * 0.99,
"ROUGELSUM",
35.793 * 0.99,
"GEN_LEN",
4016878 * 0.9,
8167644 * 0.9,
),
"gptj-99.9": (
"llama3.1-8b-edge": (
"ROUGE1",
42.9865 * 0.999,
39.06 * 0.99,
"ROUGE2",
20.1235 * 0.999,
16.1147 * 0.99,
"ROUGEL",
29.9881 * 0.999,
24.6375 * 0.99,
"ROUGELSUM",
36.124 * 0.99,
"GEN_LEN",
4016878 * 0.9,
3051113 * 0.9,
),
"llama2-70b-99": (
"ROUGE1",
Expand All @@ -151,26 +173,6 @@
"TOKENS_PER_SAMPLE",
294.45 * 0.9,
),
"llama2-70b-interactive-99": (
"ROUGE1",
44.4312 * 0.99,
"ROUGE2",
22.0352 * 0.99,
"ROUGEL",
28.6162 * 0.99,
"TOKENS_PER_SAMPLE",
294.45 * 0.9,
),
"llama2-70b-interactive-99.9": (
"ROUGE1",
44.4312 * 0.999,
"ROUGE2",
22.0352 * 0.999,
"ROUGEL",
28.6162 * 0.999,
"TOKENS_PER_SAMPLE",
294.45 * 0.9,
),
"stable-diffusion-xl": (
"CLIP_SCORE",
31.68631873,
Expand Down Expand Up @@ -201,6 +203,13 @@
),
"rgat": ("acc", 0.7286 * 0.99),
"pointpainting": ("mAP", 0.5425 * 0.999),
"deepseek-r1": ("exact_match", 0.99 * 81.3582, "TOKENS_PER_SAMPLE", 0.9 * 3886.2274),
"whisper": ("ACCURACY", (100.0 - 2.0671) * 0.99),
# TODO: Placeholder for now
"gpt-oss-120b": ("exact_match", 83.13 * 0.99),
# TODO: Placeholder for now
"qwen3-vl-235b-a22b": ("F1", 0.7903 * 0.99),
"dlrm-v3": ("AUC", 78.663 * 0.99), # TODO: Placeholder for now
},
"accuracy-upper-limit": {
"stable-diffusion-xl": (
Expand All @@ -211,10 +220,13 @@
),
"llama2-70b-99": ("TOKENS_PER_SAMPLE", 294.45 * 1.1),
"llama2-70b-99.9": ("TOKENS_PER_SAMPLE", 294.45 * 1.1),
"llama2-70b-interactive-99": ("TOKENS_PER_SAMPLE", 294.45 * 1.1),
"llama2-70b-interactive-99.9": ("TOKENS_PER_SAMPLE", 294.45 * 1.1),
"mixtral-8x7b": ("TOKENS_PER_SAMPLE", 145.9 * 1.1),
"llama3.1-405b": ("TOKENS_PER_SAMPLE", 684.68 * 1.1),
"llama3.1-8b": ("GEN_LEN", 8167644 * 1.1),
"llama3.1-8b-edge": ("GEN_LEN", 3051113 * 1.1),
"deepseek-r1": ("TOKENS_PER_SAMPLE", 1.1 * 3886.2274),
# TODO: Placeholder for now
"gpt-oss-120b": ("TOKENS_PER_SAMPLE", 1.1 * 9999),
},
"accuracy-delta-perc": {
"stable-diffusion-xl": {"CLIP_SCORE": 1, "FID_SCORE": 2}
Expand All @@ -228,17 +240,21 @@
"dlrm-v2-99.9": 204800,
"3d-unet-99": 43,
"3d-unet-99.9": 43,
"gptj-99": 13368,
"gptj-99.9": 13368,
"llama3.1-8b": 13368,
"llama3.1-8b-edge": 5000,
"llama2-70b-99": 24576,
"llama2-70b-99.9": 24576,
"llama2-70b-interactive-99": 24576,
"llama2-70b-interactive-99.9": 24576,
"stable-diffusion-xl": 5000,
"mixtral-8x7b": 15000,
"llama3.1-405b": 8313,
"rgat": 788379,
"pointpainting": 1024,
"deepseek-r1": 4388,
"whisper": 1633,
# TODO: Need to add accuracy sample count checkers as well (4395)
"gpt-oss-120b": 6396,
"qwen3-vl-235b-a22b": 48289,
"dlrm-v3": 34996,
},
"dataset-size": {
"resnet": 50000,
Expand All @@ -249,17 +265,21 @@
"dlrm-v2-99.9": 330067,
"3d-unet-99": 43,
"3d-unet-99.9": 43,
"gptj-99": 13368,
"gptj-99.9": 13368,
"llama3.1-8b": 13368,
"llama3.1-8b-edge": 5000,
"llama2-70b-99": 24576,
"llama2-70b-99.9": 24576,
"llama2-70b-interactive-99": 24576,
"llama2-70b-interactive-99.9": 24576,
"stable-diffusion-xl": 5000,
"mixtral-8x7b": 15000,
"llama3.1-405b": 8313,
"rgat": 788379,
"pointpainting": 39987,
"deepseek-r1": 4388,
"whisper": 1633,
# TODO: Need to add accuracy sample count checkers as well (4395)
"gpt-oss-120b": 6396,
"qwen3-vl-235b-a22b": 48289,
"dlrm-v3": 34996,
},
# model_mapping.json is expected in the root directory of the
# submission folder for open submissions and so the below dictionary is
Expand All @@ -270,28 +290,31 @@
"mobilenet": "resnet",
"resnet50": "resnet",
"llama3_1-405b": "llama3.1-405b",
"llama3_1-8b": "llama3.1-8b",
"llama3_1-8b-edge": "llama3.1-8b-edge",
},
"seeds": {
# TODO: Update random seeds
"qsl_rng_seed": 6023615788873153749,
"sample_index_rng_seed": 15036839855038426416,
"schedule_rng_seed": 9933818062894767841,
"qsl_rng_seed": 1780908523862526354,
"sample_index_rng_seed": 14771362308971278857,
"schedule_rng_seed": 18209322760996052031,
},
"ignore_errors": [],
"latency-constraint": {
"resnet": {"Server": 15000000},
"retinanet": {"Server": 100000000},
"dlrm-v2-99": {"Server": 60000000},
"dlrm-v2-99.9": {"Server": 60000000},
"gptj-99": {"Server": 20000000000},
"gptj-99.9": {"Server": 20000000000},
"llama3.1-8b": {"Server": 20000000000},
"stable-diffusion-xl": {"Server": 20000000000},
"llama2-70b-99": {"Server": 20000000000},
"llama2-70b-99.9": {"Server": 20000000000},
"llama2-70b-interactive-99": {"Server": 20000000000},
"llama2-70b-interactive-99.9": {"Server": 20000000000},
"mixtral-8x7b": {"Server": 20000000000},
"llama3.1-405b": {"Server": 60000000000}
"llama3.1-405b": {"Server": 60000000000},
"deepseek-r1": {"Server": 60000000000},
"gpt-oss-120b": {"Server": 60000000000},
"qwen3-vl-235b-a22b": {"Server": 60000000000},
"dlrm-v3": {"Server": 60000000000},
},
"min-queries": {
"resnet": {
Expand All @@ -312,12 +335,10 @@
"dlrm-v2-99.9": {"Server": 270336, "Offline": 1},
"3d-unet-99": {"SingleStream": 1024, "Offline": 1},
"3d-unet-99.9": {"SingleStream": 1024, "Offline": 1},
"gptj-99": {"SingleStream": 1024, "Server": 270336, "Offline": 1},
"gptj-99.9": {"SingleStream": 1024, "Server": 270336, "Offline": 1},
"llama3.1-8b": {"SingleStream": 1024, "Server": 270336, "Offline": 1},
"llama3.1-8b-edge": {"SingleStream": 1024, "Offline": 1},
"llama2-70b-99": {"SingleStream": 1024, "Server": 270336, "Offline": 1},
"llama2-70b-99.9": {"SingleStream": 1024, "Server": 270336, "Offline": 1},
"llama2-70b-interactive-99": {"SingleStream": 1024, "Server": 270336, "Offline": 1},
"llama2-70b-interactive-99.9": {"SingleStream": 1024, "Server": 270336, "Offline": 1},
"stable-diffusion-xl": {
"SingleStream": 1024,
"Server": 270336,
Expand All @@ -327,6 +348,11 @@
"llama3.1-405b": {"SingleStream": 1024, "Server": 270336, "Offline": 1},
"rgat": {"SingleStream": 1024, "Offline": 1},
"pointpainting": {"SingleStream": 1024},
"deepseek-r1": {"SingleStream": 1024, "Server": 270336, "Offline": 1},
"whisper": {"SingleStream": 1024, "Offline": 1},
"gpt-oss-120b": {"SingleStream": 1024, "Server": 270336, "Offline": 1},
"qwen3-vl-235b-a22b": {"SingleStream": 1024, "Server": 270336, "Offline": 1},
"dlrm-v3": {"Server": 270336, "Offline": 1},
},
},
"v5.1": {
Expand Down Expand Up @@ -719,6 +745,10 @@
"rgat": 788379,
"deepseek-r1": 4388,
"whisper": 1633,
# TODO: Need to add accuracy sample count checkers as well (4395)
"gpt-oss-120b": 6396,
"qwen3-vl-235b-a22b": 9660,
"dlrm-v3": 34996,
}

SCENARIO_MAPPING = {
Expand Down Expand Up @@ -873,8 +903,19 @@
"deepseek-r1": {
"Server": {
"ttft": 2000 * 1000000, "tpot": 80 * 1000000
},
"Interactive": {
"ttft": 1500 * 1000000, "tpot": 15 * 1000000
}
}
},
"gpt-oss-120b": {
"Server": {
"ttft": 3000 * 1000000, "tpot": 75 * 1000000
},
"Interactive": {
"ttft": 1500 * 1000000, "tpot": 15 * 1000000
}
},

}

Expand Down
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