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Running pipeline stage MKMLizer
Starting job with name chaiml-0916-intent-suppo-6584-v3-mkmlizer
Waiting for job on chaiml-0916-intent-suppo-6584-v3-mkmlizer to finish
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║       /___/                                                         ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║                                                                     ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║                                                                     ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║                                                                     ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ║                                                                     ║
chaiml-0916-intent-suppo-6584-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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chaiml-0916-intent-suppo-6584-v3-mkmlizer: Downloaded to shared memory in 92.869s
chaiml-0916-intent-suppo-6584-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpc7asrgx4, device:0
chaiml-0916-intent-suppo-6584-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
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chaiml-0916-intent-suppo-6584-v3-mkmlizer: quantized model in 40.114s
chaiml-0916-intent-suppo-6584-v3-mkmlizer: Processed model ChaiML/0916-intent-support-albert in 132.983s
chaiml-0916-intent-suppo-6584-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0916-intent-suppo-6584-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0916-intent-suppo-6584-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v3
chaiml-0916-intent-suppo-6584-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v3/config.json
chaiml-0916-intent-suppo-6584-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v3/special_tokens_map.json
chaiml-0916-intent-suppo-6584-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v3/tokenizer_config.json
chaiml-0916-intent-suppo-6584-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v3/tokenizer.json
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chaiml-0916-intent-suppo-6584-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v3/flywheel_model.0.safetensors
chaiml-0916-intent-suppo-6584-v3-mkmlizer: 
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Job chaiml-0916-intent-suppo-6584-v3-mkmlizer completed after 154.75s with status: succeeded
Stopping job with name chaiml-0916-intent-suppo-6584-v3-mkmlizer
Pipeline stage MKMLizer completed in 155.92s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.10s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-0916-intent-suppo-6584-v3
Waiting for inference service chaiml-0916-intent-suppo-6584-v3 to be ready
Inference service chaiml-0916-intent-suppo-6584-v3 ready after 212.49325728416443s
Pipeline stage MKMLDeployer completed in 212.98s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.3591983318328857s
Received healthy response to inference request in 1.8661811351776123s
Received healthy response to inference request in 1.5493087768554688s
Received healthy response to inference request in 2.8867645263671875s
Received healthy response to inference request in 2.169501304626465s
5 requests
0 failed requests
5th percentile: 1.6126832485198974
10th percentile: 1.676057720184326
20th percentile: 1.8028066635131836
30th percentile: 1.926845169067383
40th percentile: 2.0481732368469237
50th percentile: 2.169501304626465
60th percentile: 2.456406593322754
70th percentile: 2.743311882019043
80th percentile: 2.9812512874603274
90th percentile: 3.1702248096466064
95th percentile: 3.264711570739746
99th percentile: 3.3403009796142578
mean time: 2.3661908149719237
Pipeline stage StressChecker completed in 12.87s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 10.10s
Shutdown handler de-registered
chaiml-0916-intent-suppo_6584_v3 status is now deployed due to DeploymentManager action
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Pipeline stage MKMLProfilerTemplater completed in 0.11s
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Creating inference service chaiml-0916-intent-suppo-6584-v3-profiler
Waiting for inference service chaiml-0916-intent-suppo-6584-v3-profiler to be ready
Inference service chaiml-0916-intent-suppo-6584-v3-profiler ready after 200.45911717414856s
Pipeline stage MKMLProfilerDeployer completed in 200.90s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-0916-intent-s161e046fd51131ddc677b327aaf675f2-deplor84vk:/code/chaiverse_profiler_1726797981 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-0916-intent-s161e046fd51131ddc677b327aaf675f2-deplor84vk --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726797981 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1726797981/summary.json'
kubectl exec -it chaiml-0916-intent-s161e046fd51131ddc677b327aaf675f2-deplor84vk --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726797981/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1154.84s
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Checking if service chaiml-0916-intent-suppo-6584-v3-profiler is running
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Service chaiml-0916-intent-suppo-6584-v3-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.08s
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chaiml-0916-intent-suppo_6584_v3 status is now inactive due to auto deactivation removed underperforming models
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admin requested tearing down of blend_dupem_2024-09-14
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admin requested tearing down of blend_fedub_2024-09-19
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blend_batat_2024-09-20 status is now torndown due to DeploymentManager action
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admin requested tearing down of chaiml-0917-bot-dominant_6324_v5
Tearing down inference service blend-rofur-2024-10-03
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Tearing down inference service blend-rofur-2024-10-03
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Pipeline stage ProductionBlendMKMLTemplater completed in 127.88s
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Creating inference service blend-rofur-2024-10-03
blend_fedub_2024-09-19 status is now torndown due to DeploymentManager action
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Running pipeline stage MKMLDeleter
Waiting for inference service blend-rofur-2024-10-03 to be ready
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Ignoring service blend-rofur-2024-10-03 already deployed
Tearing down inference service chaiml-0916-intent-suppo-6584-v3
Running pipeline stage ProductionBlendMKMLTemplater
admin requested tearing down of blend_batat_2024-09-20
Checking if service chaiml-0917-bot-dominant-6324-v5 is running
admin requested tearing down of blend_rofur_2024-10-03
Creating inference service blend-rofur-2024-10-03
Waiting for inference service blend-rofur-2024-10-03 to be ready
Service chaiml-0916-intent-suppo-6584-v3 has been torndown
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Shutdown handler not registered because Python interpreter is not running in the main thread
admin requested tearing down of blend_rofur_2024-10-03
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Ignoring service blend-rofur-2024-10-03 already deployed
Tearing down inference service chaiml-0917-bot-dominant-6324-v5
Pipeline stage MKMLDeleter completed in 135.08s
Pipeline stage ProductionBlendMKMLTemplater completed in 84.16s
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Waiting for inference service blend-rofur-2024-10-03 to be ready
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Pipeline stage MKMLDeleter completed in 168.22s
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blend_batat_2024-09-20 status is now torndown due to DeploymentManager action
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Cleaning model data from S3
Creating inference service blend-rofur-2024-10-03
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Cleaning model data from model cache
Ignoring service blend-rofur-2024-10-03 already deployed
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Pipeline stage ProductionBlendMKMLTemplater completed in 80.66s
Shutdown handler not registered because Python interpreter is not running in the main thread
Cleaning model data from S3
Waiting for inference service blend-rofur-2024-10-03 to be ready
Deleting key chaiml-0916-intent-suppo-6584-v3/config.json from bucket guanaco-mkml-models
Pipeline stage ProductionBlendMKMLTemplater completed in 67.49s
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Cleaning model data from model cache
admin requested tearing down of blend_batat_2024-09-20
Deleting key chaiml-0916-intent-suppo-6584-v3/flywheel_model.0.safetensors from bucket guanaco-mkml-models
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blend_sudit_2024-09-14 status is now torndown due to DeploymentManager action
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Received healthy response to inference request in 3.2941057682037354s
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admin requested tearing down of chaiml-0916-intent-suppo_6584_v3
blend_suhem_2024-09-14 status is now torndown due to DeploymentManager action
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admin requested tearing down of chaiml-0917-bot-dominant_6324_v5
Received healthy response to inference request in 3.0757651329040527s
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admin requested tearing down of chaiml-albert-dpo-0912-v_1751_v2
blend_talom_2024-09-14 status is now torndown due to DeploymentManager action
Received healthy response to inference request in 4.608344316482544s
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admin requested tearing down of chaiml-albert-dpo-0912-v_8296_v2
5 requests
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chaiml-nemo-ties-lexical-2876-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
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mean time: 16.218586492538453
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