developer_uid: zonemercy
submission_id: chaiml-grpo-nis-cs-gud_93481_v19
model_name: chaiml-grpo-nis-cs-gud_93481_v19
model_group: ChaiML/grpo_nis_cs_gudul
status: torndown
timestamp: 2025-10-05T23:12:01+00:00
num_battles: 5318
num_wins: 2595
celo_rating: 1279.08
family_friendly_score: 0.5054000000000001
family_friendly_standard_error: 0.007070655415164849
submission_type: basic
model_repo: ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 6
max_input_tokens: 1440
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5135937449628925, 'latency_mean': 1.9469646751880645, 'latency_p50': 1.9388794898986816, 'latency_p90': 2.1455409288406373}, {'batch_size': 3, 'throughput': 0.9994196030417445, 'latency_mean': 2.98799290895462, 'latency_p50': 2.9852994680404663, 'latency_p90': 3.291065979003906}, {'batch_size': 5, 'throughput': 1.269178934621874, 'latency_mean': 3.9190683698654176, 'latency_p50': 3.9313740730285645, 'latency_p90': 4.495262479782104}, {'batch_size': 6, 'throughput': 1.3299823357440286, 'latency_mean': 4.480254025459289, 'latency_p50': 4.4913424253463745, 'latency_p90': 5.03745551109314}, {'batch_size': 8, 'throughput': 1.4620979426870946, 'latency_mean': 5.449375866651535, 'latency_p50': 5.467737913131714, 'latency_p90': 6.197398710250854}, {'batch_size': 10, 'throughput': 1.5398830975674809, 'latency_mean': 6.432681114673614, 'latency_p50': 6.364336729049683, 'latency_p90': 7.4608914136886595}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-cs-gud_93481_v19
is_internal_developer: True
language_model: ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.22
us_pacific_date: 2025-10-05
win_ratio: 0.4879654005265137
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['####', 'You:', '\n', '</s>', '####\n'], 'max_input_tokens': 1440, 'best_of': 6, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}</s>\n', 'user_template': 'You: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer
Waiting for job on chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer to finish
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: Downloaded to shared memory in 49.275s
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: Checking if ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged already exists in ChaiML
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9wtcm_9v, device:0
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: quantized model in 285.204s
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: Processed model ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged in 334.480s
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v19/nvidia
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v19/nvidia/config.json
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v19/nvidia/special_tokens_map.json
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v19/nvidia/tokenizer_config.json
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v19/nvidia/tokenizer.json
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v19/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 3/363 [00:01<03:58,  1.51it/s]
Loading 0:   1%|          | 4/363 [00:03<06:26,  1.08s/it]
Loading 0:   1%|▏         | 5/363 [00:05<08:14,  1.38s/it]
Loading 0:   2%|▏         | 8/363 [00:06<03:49,  1.55it/s]
Loading 0:   2%|▏         | 9/363 [00:06<03:21,  1.76it/s]
Loading 0:   3%|▎         | 10/363 [00:06<02:43,  2.16it/s]
Loading 0:   3%|▎         | 12/363 [00:08<03:55,  1.49it/s]
Loading 0:   4%|▎         | 13/363 [00:10<05:34,  1.05it/s]
Loading 0:   4%|▍         | 14/363 [00:12<07:04,  1.22s/it]
Loading 0:   5%|▍         | 17/363 [00:12<03:43,  1.55it/s]
Loading 0:   5%|▍         | 18/363 [00:13<03:16,  1.76it/s]
Loading 0:   5%|▌         | 19/363 [00:13<02:41,  2.13it/s]
Loading 0:   6%|▌         | 21/363 [00:15<03:47,  1.50it/s]
Loading 0:   6%|▌         | 22/363 [00:17<05:21,  1.06it/s]
Loading 0:   6%|▋         | 23/363 [00:19<06:48,  1.20s/it]
Loading 0:   7%|▋         | 26/363 [00:19<03:37,  1.55it/s]
Loading 0:   7%|▋         | 27/363 [00:19<03:11,  1.76it/s]
Loading 0:   8%|▊         | 28/363 [00:19<02:37,  2.12it/s]
Loading 0:   8%|▊         | 30/363 [00:20<01:56,  2.86it/s]
Loading 0:   9%|▊         | 31/363 [00:20<01:48,  3.06it/s]
Loading 0:   9%|▉         | 32/363 [00:20<01:32,  3.60it/s]
Loading 0:   9%|▉         | 33/363 [00:20<01:21,  4.06it/s]
Loading 0:   9%|▉         | 34/363 [00:22<03:49,  1.43it/s]
Loading 0:  10%|▉         | 35/363 [00:24<05:40,  1.04s/it]
Loading 0:  10%|▉         | 36/363 [00:26<07:15,  1.33s/it]
Loading 0:  11%|█         | 39/363 [00:28<05:11,  1.04it/s]
Loading 0:  11%|█         | 40/363 [00:30<06:16,  1.16s/it]
Loading 0:  11%|█▏        | 41/363 [00:32<07:21,  1.37s/it]
Loading 0:  12%|█▏        | 44/363 [00:32<03:56,  1.35it/s]
Loading 0:  12%|█▏        | 45/363 [00:33<03:25,  1.55it/s]
Loading 0:  13%|█▎        | 46/363 [00:33<02:49,  1.87it/s]
Loading 0:  13%|█▎        | 48/363 [00:35<03:41,  1.42it/s]
Loading 0:  13%|█▎        | 49/363 [00:37<05:03,  1.03it/s]
Loading 0:  14%|█▍        | 50/363 [00:39<06:20,  1.22s/it]
Loading 0:  15%|█▍        | 53/363 [00:39<03:23,  1.52it/s]
Loading 0:  15%|█▍        | 54/363 [00:39<02:58,  1.73it/s]
Loading 0:  15%|█▌        | 55/363 [00:39<02:27,  2.09it/s]
Loading 0:  16%|█▌        | 57/363 [00:41<03:24,  1.50it/s]
Loading 0:  16%|█▌        | 58/363 [00:43<04:47,  1.06it/s]
Loading 0:  16%|█▋        | 59/363 [00:45<06:03,  1.20s/it]
Loading 0:  17%|█▋        | 62/363 [00:46<03:15,  1.54it/s]
Loading 0:  17%|█▋        | 63/363 [00:46<02:51,  1.75it/s]
Loading 0:  18%|█▊        | 64/363 [00:46<02:21,  2.11it/s]
Loading 0:  18%|█▊        | 65/363 [00:48<04:04,  1.22it/s]
Loading 0:  18%|█▊        | 67/363 [00:48<02:43,  1.81it/s]
Loading 0:  19%|█▊        | 68/363 [00:49<02:22,  2.07it/s]
Loading 0:  19%|█▉        | 69/363 [00:49<01:56,  2.53it/s]
Loading 0:  19%|█▉        | 70/363 [00:49<01:36,  3.04it/s]
Loading 0:  20%|█▉        | 71/363 [00:51<03:43,  1.31it/s]
Loading 0:  20%|█▉        | 72/363 [00:53<05:18,  1.09s/it]
Loading 0:  20%|██        | 73/363 [00:55<06:34,  1.36s/it]
Loading 0:  21%|██        | 76/363 [00:55<03:11,  1.50it/s]
Loading 0:  21%|██        | 77/363 [00:55<02:45,  1.73it/s]
Loading 0:  21%|██▏       | 78/363 [00:55<02:14,  2.11it/s]
Loading 0:  22%|██▏       | 79/363 [00:57<03:58,  1.19it/s]
Loading 0:  22%|██▏       | 80/363 [00:59<05:25,  1.15s/it]
Loading 0:  23%|██▎       | 82/363 [01:00<03:22,  1.39it/s]
Loading 0:  23%|██▎       | 83/363 [01:00<02:50,  1.64it/s]
Loading 0:  23%|██▎       | 84/363 [01:00<02:15,  2.06it/s]
Loading 0:  24%|██▎       | 86/363 [01:02<03:11,  1.44it/s]
Loading 0:  24%|██▍       | 87/363 [01:04<04:36,  1.00s/it]
Loading 0:  25%|██▍       | 90/363 [01:06<03:45,  1.21it/s]
Loading 0:  25%|██▌       | 91/363 [01:08<04:43,  1.04s/it]
Loading 0:  25%|██▌       | 92/363 [01:10<05:39,  1.25s/it]
Loading 0:  26%|██▌       | 95/363 [01:10<03:08,  1.42it/s]
Loading 0:  26%|██▋       | 96/363 [01:10<02:44,  1.62it/s]
Loading 0:  27%|██▋       | 97/363 [01:11<02:16,  1.95it/s]
Loading 0:  27%|██▋       | 99/363 [01:13<03:01,  1.45it/s]
Loading 0:  28%|██▊       | 100/363 [01:15<04:11,  1.05it/s]
Loading 0:  28%|██▊       | 101/363 [01:17<05:15,  1.20s/it]
Loading 0:  29%|██▊       | 104/363 [01:17<02:49,  1.53it/s]
Loading 0:  29%|██▉       | 105/363 [01:17<02:28,  1.74it/s]
Loading 0:  29%|██▉       | 106/363 [01:17<02:03,  2.09it/s]
Loading 0:  29%|██▉       | 107/363 [01:17<01:42,  2.51it/s]
Loading 0:  30%|██▉       | 108/363 [01:19<03:22,  1.26it/s]
Loading 0:  31%|███       | 111/363 [01:21<03:01,  1.39it/s]
Loading 0:  31%|███       | 112/363 [01:23<04:01,  1.04it/s]
Loading 0:  31%|███       | 113/363 [01:25<05:00,  1.20s/it]
Loading 0:  32%|███▏      | 116/363 [01:26<02:44,  1.50it/s]
Loading 0:  32%|███▏      | 117/363 [01:26<02:24,  1.70it/s]
Loading 0:  33%|███▎      | 118/363 [01:26<01:59,  2.05it/s]
Loading 0:  33%|███▎      | 120/363 [01:28<02:43,  1.48it/s]
Loading 0:  33%|███▎      | 121/363 [01:30<03:49,  1.06it/s]
Loading 0:  34%|███▎      | 122/363 [01:32<04:49,  1.20s/it]
Loading 0:  34%|███▍      | 125/363 [01:32<02:35,  1.53it/s]
Loading 0:  35%|███▍      | 126/363 [01:32<02:16,  1.74it/s]
Loading 0:  35%|███▍      | 127/363 [01:33<01:52,  2.10it/s]
Loading 0:  36%|███▌      | 129/363 [01:35<02:36,  1.49it/s]
Loading 0:  36%|███▌      | 130/363 [01:36<03:39,  1.06it/s]
Loading 0:  36%|███▌      | 131/363 [01:39<04:38,  1.20s/it]
Loading 0:  37%|███▋      | 134/363 [01:39<02:28,  1.54it/s]
Loading 0:  37%|███▋      | 135/363 [01:39<02:10,  1.75it/s]
Loading 0:  37%|███▋      | 136/363 [01:39<01:47,  2.10it/s]
Loading 0:  38%|███▊      | 138/363 [01:41<02:30,  1.50it/s]
Loading 0:  38%|███▊      | 139/363 [01:43<03:31,  1.06it/s]
Loading 0:  39%|███▊      | 140/363 [01:45<04:27,  1.20s/it]
Loading 0:  39%|███▉      | 143/363 [01:45<02:22,  1.54it/s]
Loading 0:  40%|███▉      | 144/363 [01:46<02:05,  1.75it/s]
Loading 0:  40%|███▉      | 145/363 [01:46<01:44,  2.09it/s]
Loading 0:  40%|████      | 147/363 [01:46<01:16,  2.81it/s]
Loading 0:  41%|████      | 148/363 [01:46<01:11,  3.01it/s]
Loading 0:  41%|████      | 149/363 [01:47<01:00,  3.54it/s]
Loading 0:  41%|████▏     | 150/363 [01:47<00:52,  4.09it/s]
Loading 0:  42%|████▏     | 151/363 [01:49<02:28,  1.43it/s]
Loading 0:  42%|████▏     | 152/363 [01:51<03:40,  1.04s/it]
Loading 0:  42%|████▏     | 153/363 [01:53<04:38,  1.33s/it]
Loading 0:  43%|████▎     | 156/363 [01:55<03:18,  1.04it/s]
Loading 0:  43%|████▎     | 157/363 [01:57<03:59,  1.16s/it]
Loading 0:  44%|████▎     | 158/363 [01:59<04:39,  1.36s/it]
Loading 0:  44%|████▍     | 161/363 [01:59<02:29,  1.35it/s]
Loading 0:  45%|████▍     | 162/363 [01:59<02:09,  1.55it/s]
Loading 0:  45%|████▍     | 163/363 [01:59<01:46,  1.87it/s]
Loading 0:  45%|████▌     | 165/363 [02:01<02:19,  1.42it/s]
Loading 0:  46%|████▌     | 166/363 [02:03<03:11,  1.03it/s]
Loading 0:  46%|████▌     | 167/363 [02:05<03:58,  1.22s/it]
Loading 0:  47%|████▋     | 170/363 [02:06<02:07,  1.51it/s]
Loading 0:  47%|████▋     | 171/363 [02:06<01:51,  1.72it/s]
Loading 0:  47%|████▋     | 172/363 [02:06<01:31,  2.08it/s]
Loading 0:  48%|████▊     | 174/363 [02:08<02:07,  1.49it/s]
Loading 0:  48%|████▊     | 175/363 [02:10<02:58,  1.06it/s]
Loading 0:  48%|████▊     | 176/363 [02:12<03:44,  1.20s/it]
Loading 0:  49%|████▉     | 179/363 [02:12<01:59,  1.54it/s]
Loading 0:  50%|████▉     | 180/363 [02:12<01:44,  1.74it/s]
Loading 0:  50%|████▉     | 181/363 [02:13<01:26,  2.10it/s]
Loading 0:  50%|█████     | 182/363 [02:14<02:29,  1.21it/s]
Loading 0:  51%|█████     | 184/363 [02:15<01:39,  1.80it/s]
Loading 0:  51%|█████     | 185/363 [02:15<01:26,  2.05it/s]
Loading 0:  51%|█████     | 186/363 [02:15<01:10,  2.50it/s]
Loading 0:  52%|█████▏    | 187/363 [02:15<00:58,  3.03it/s]
Loading 0:  52%|█████▏    | 188/363 [02:17<02:14,  1.30it/s]
Loading 0:  52%|█████▏    | 189/363 [02:19<03:14,  1.12s/it]
Loading 0:  53%|█████▎    | 192/363 [02:21<02:27,  1.16it/s]
Loading 0:  53%|█████▎    | 193/363 [02:23<03:04,  1.09s/it]
Loading 0:  53%|█████▎    | 194/363 [02:25<03:39,  1.30s/it]
Loading 0:  54%|█████▍    | 197/363 [02:26<01:57,  1.41it/s]
Loading 0:  55%|█████▍    | 198/363 [02:26<01:42,  1.61it/s]
Loading 0:  55%|█████▍    | 199/363 [02:26<01:24,  1.94it/s]
Loading 0:  55%|█████▌    | 201/363 [02:28<01:52,  1.44it/s]
Loading 0:  56%|█████▌    | 202/363 [02:30<02:34,  1.04it/s]
Loading 0:  56%|█████▌    | 203/363 [02:32<03:13,  1.21s/it]
Loading 0:  57%|█████▋    | 206/363 [02:32<01:42,  1.53it/s]
Loading 0:  57%|█████▋    | 207/363 [02:32<01:30,  1.73it/s]
Loading 0:  57%|█████▋    | 208/363 [02:33<01:14,  2.07it/s]
Loading 0:  58%|█████▊    | 210/363 [02:34<01:42,  1.49it/s]
Loading 0:  58%|█████▊    | 211/363 [02:36<02:24,  1.06it/s]
Loading 0:  58%|█████▊    | 212/363 [02:38<03:01,  1.20s/it]
Loading 0:  59%|█████▉    | 215/363 [02:39<01:36,  1.54it/s]
Loading 0:  60%|█████▉    | 216/363 [02:39<01:24,  1.75it/s]
Loading 0:  60%|█████▉    | 217/363 [02:39<01:09,  2.11it/s]
Loading 0:  60%|██████    | 218/363 [02:41<01:59,  1.21it/s]
Loading 0:  60%|██████    | 219/363 [02:43<02:42,  1.13s/it]
Loading 0:  61%|██████    | 221/363 [02:43<01:42,  1.39it/s]
Loading 0:  61%|██████    | 222/363 [02:44<01:26,  1.64it/s]
Loading 0:  61%|██████▏   | 223/363 [02:44<01:08,  2.04it/s]
Loading 0:  62%|██████▏   | 224/363 [02:44<00:55,  2.52it/s]
Loading 0:  62%|██████▏   | 225/363 [02:46<01:53,  1.22it/s]
Loading 0:  63%|██████▎   | 228/363 [02:48<01:38,  1.37it/s]
Loading 0:  63%|██████▎   | 229/363 [02:50<02:11,  1.02it/s]
Loading 0:  63%|██████▎   | 230/363 [02:52<02:41,  1.22s/it]
Loading 0:  64%|██████▍   | 233/363 [02:52<01:26,  1.50it/s]
Loading 0:  64%|██████▍   | 234/363 [02:52<01:15,  1.70it/s]
Loading 0:  65%|██████▍   | 235/363 [02:52<01:02,  2.05it/s]
Loading 0:  65%|██████▌   | 237/363 [02:54<01:24,  1.48it/s]
Loading 0:  66%|██████▌   | 238/363 [02:56<01:58,  1.06it/s]
Loading 0:  66%|██████▌   | 239/363 [02:58<02:28,  1.20s/it]
Loading 0:  67%|██████▋   | 242/363 [02:59<01:18,  1.54it/s]
Loading 0:  67%|██████▋   | 243/363 [02:59<01:08,  1.75it/s]
Loading 0:  67%|██████▋   | 244/363 [02:59<00:56,  2.11it/s]
Loading 0:  68%|██████▊   | 246/363 [03:01<01:18,  1.50it/s]
Loading 0:  68%|██████▊   | 247/363 [03:03<01:49,  1.06it/s]
Loading 0:  68%|██████▊   | 248/363 [03:05<02:17,  1.20s/it]
Loading 0:  69%|██████▉   | 251/363 [03:05<01:12,  1.54it/s]
Loading 0:  69%|██████▉   | 252/363 [03:06<01:03,  1.75it/s]
Loading 0:  70%|██████▉   | 253/363 [03:06<00:52,  2.11it/s]
Loading 0:  70%|███████   | 255/363 [03:08<01:12,  1.50it/s]
Loading 0:  71%|███████   | 256/363 [03:10<01:41,  1.06it/s]
Loading 0:  71%|███████   | 257/363 [03:12<02:07,  1.20s/it]
Loading 0:  72%|███████▏  | 260/363 [03:12<01:06,  1.54it/s]
Loading 0:  72%|███████▏  | 261/363 [03:12<00:58,  1.75it/s]
Loading 0:  72%|███████▏  | 262/363 [03:12<00:47,  2.11it/s]
Loading 0:  73%|███████▎  | 264/363 [03:13<00:34,  2.84it/s]
Loading 0:  73%|███████▎  | 265/363 [03:13<00:32,  3.03it/s]
Loading 0:  73%|███████▎  | 266/363 [03:13<00:27,  3.55it/s]
Loading 0:  74%|███████▎  | 267/363 [03:13<00:23,  4.07it/s]
Loading 0:  74%|███████▍  | 268/363 [03:15<01:06,  1.43it/s]
Loading 0:  74%|███████▍  | 269/363 [03:17<01:37,  1.04s/it]
Loading 0:  74%|███████▍  | 270/363 [03:19<02:02,  1.32s/it]
Loading 0:  75%|███████▌  | 273/363 [03:34<04:59,  3.33s/it]
Loading 0:  75%|███████▌  | 274/363 [03:36<04:31,  3.05s/it]
Loading 0:  76%|███████▌  | 275/363 [03:38<04:08,  2.82s/it]
Loading 0:  77%|███████▋  | 278/363 [03:38<02:05,  1.48s/it]
Loading 0:  77%|███████▋  | 279/363 [03:39<01:44,  1.24s/it]
Loading 0:  77%|███████▋  | 280/363 [03:39<01:23,  1.00s/it]
Loading 0:  78%|███████▊  | 282/363 [03:41<01:20,  1.01it/s]
Loading 0:  78%|███████▊  | 283/363 [03:43<01:35,  1.20s/it]
Loading 0:  78%|███████▊  | 284/363 [03:45<01:49,  1.39s/it]
Loading 0:  79%|███████▉  | 287/363 [03:45<00:56,  1.35it/s]
Loading 0:  79%|███████▉  | 288/363 [03:45<00:47,  1.56it/s]
Loading 0:  80%|███████▉  | 289/363 [03:45<00:39,  1.90it/s]
Loading 0:  80%|████████  | 291/363 [03:47<00:50,  1.43it/s]
Loading 0:  80%|████████  | 292/363 [03:49<01:08,  1.03it/s]
Loading 0:  81%|████████  | 293/363 [03:51<01:24,  1.21s/it]
Loading 0:  82%|████████▏ | 296/363 [03:52<00:43,  1.53it/s]
Loading 0:  82%|████████▏ | 297/363 [03:52<00:37,  1.75it/s]
Loading 0:  82%|████████▏ | 298/363 [03:52<00:30,  2.12it/s]
Loading 0:  82%|████████▏ | 299/363 [03:54<00:52,  1.22it/s]
Loading 0:  83%|████████▎ | 301/363 [03:54<00:33,  1.83it/s]
Loading 0:  83%|████████▎ | 302/363 [03:54<00:28,  2.11it/s]
Loading 0:  83%|████████▎ | 303/363 [03:54<00:23,  2.55it/s]
Loading 0:  84%|████████▎ | 304/363 [03:55<00:19,  3.08it/s]
Loading 0:  84%|████████▍ | 305/363 [03:57<00:44,  1.31it/s]
Loading 0:  84%|████████▍ | 306/363 [03:59<01:03,  1.11s/it]
Loading 0:  85%|████████▌ | 309/363 [04:01<00:46,  1.16it/s]
Loading 0:  85%|████████▌ | 310/363 [04:02<00:57,  1.09s/it]
Loading 0:  86%|████████▌ | 311/363 [04:05<01:07,  1.30s/it]
Loading 0:  87%|████████▋ | 314/363 [04:05<00:34,  1.42it/s]
Loading 0:  87%|████████▋ | 315/363 [04:05<00:29,  1.63it/s]
Loading 0:  87%|████████▋ | 316/363 [04:05<00:23,  1.97it/s]
Loading 0:  88%|████████▊ | 318/363 [04:07<00:30,  1.45it/s]
Loading 0:  88%|████████▊ | 319/363 [04:09<00:42,  1.04it/s]
Loading 0:  88%|████████▊ | 320/363 [04:11<00:52,  1.21s/it]
Loading 0:  89%|████████▉ | 323/363 [04:11<00:26,  1.53it/s]
Loading 0:  89%|████████▉ | 324/363 [04:12<00:22,  1.75it/s]
Loading 0:  90%|████████▉ | 325/363 [04:12<00:17,  2.11it/s]
Loading 0:  90%|█████████ | 327/363 [04:14<00:24,  1.50it/s]
Loading 0:  90%|█████████ | 328/363 [04:16<00:32,  1.06it/s]
Loading 0:  91%|█████████ | 329/363 [04:18<00:40,  1.20s/it]
Loading 0:  91%|█████████▏| 332/363 [04:18<00:19,  1.55it/s]
Loading 0:  92%|█████████▏| 333/363 [04:18<00:16,  1.78it/s]
Loading 0:  92%|█████████▏| 334/363 [04:18<00:13,  2.14it/s]
Loading 0:  92%|█████████▏| 335/363 [04:20<00:22,  1.22it/s]
Loading 0:  93%|█████████▎| 336/363 [04:22<00:30,  1.12s/it]
Loading 0:  93%|█████████▎| 338/363 [04:23<00:17,  1.41it/s]
Loading 0:  93%|█████████▎| 339/363 [04:23<00:14,  1.67it/s]
Loading 0:  94%|█████████▎| 340/363 [04:23<00:11,  2.08it/s]
Loading 0:  94%|█████████▍| 341/363 [04:23<00:09,  2.33it/s]
Loading 0:  94%|█████████▍| 343/363 [04:25<00:13,  1.50it/s]
Loading 0:  95%|█████████▌| 346/363 [04:27<00:11,  1.51it/s]
Loading 0:  96%|█████████▌| 347/363 [04:29<00:14,  1.11it/s]
Loading 0:  96%|█████████▌| 348/363 [04:31<00:17,  1.14s/it]
Loading 0:  97%|█████████▋| 351/363 [04:31<00:07,  1.55it/s]
Loading 0:  97%|█████████▋| 352/363 [04:32<00:06,  1.74it/s]
Loading 0:  97%|█████████▋| 353/363 [04:32<00:04,  2.09it/s]
Loading 0:  98%|█████████▊| 355/363 [04:34<00:05,  1.49it/s]
Loading 0:  98%|█████████▊| 356/363 [04:36<00:06,  1.06it/s]
Loading 0:  98%|█████████▊| 357/363 [04:38<00:07,  1.19s/it]
Loading 0:  99%|█████████▉| 360/363 [04:38<00:01,  1.54it/s]
Loading 0:  99%|█████████▉| 361/363 [04:38<00:01,  1.75it/s]
Loading 0: 100%|█████████▉| 362/363 [04:38<00:00,  2.11it/s]
                                                            

Job chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer completed after 498.74s with status: succeeded
Stopping job with name chaiml-grpo-nis-cs-gud-93481-v19-mkmlizer
Pipeline stage MKMLizer completed in 499.52s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.25s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-cs-gud-93481-v19
Waiting for inference service chaiml-grpo-nis-cs-gud-93481-v19 to be ready
Inference service chaiml-grpo-nis-cs-gud-93481-v19 ready after 60.268510818481445s
Pipeline stage MKMLDeployer completed in 60.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0034284591674805s
Received healthy response to inference request in 1.9881672859191895s
Received healthy response to inference request in 1.9270739555358887s
Received healthy response to inference request in 1.695850133895874s
Received healthy response to inference request in 2.2818243503570557s
5 requests
0 failed requests
5th percentile: 1.7420948982238769
10th percentile: 1.78833966255188
20th percentile: 1.8808291912078858
30th percentile: 1.9392926216125488
40th percentile: 1.9637299537658692
50th percentile: 1.9881672859191895
60th percentile: 1.9942717552185059
70th percentile: 2.0003762245178223
80th percentile: 2.0591076374053956
90th percentile: 2.1704659938812254
95th percentile: 2.2261451721191405
99th percentile: 2.2706885147094726
mean time: 1.9792688369750977
Pipeline stage StressChecker completed in 11.33s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.72s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.69s
Shutdown handler de-registered
chaiml-grpo-nis-cs-gud_93481_v19 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2614.03s
Shutdown handler de-registered
chaiml-grpo-nis-cs-gud_93481_v19 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-cs-gud_93481_v19 status is now torndown due to DeploymentManager action