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 alexdaoud-trainer-bagir-7841-v1-mkmlizer
Waiting for job on alexdaoud-trainer-bagir-7841-v1-mkmlizer to finish
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ _____ __ __ ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ /___/ ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ Version: 0.11.12 ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ https://mk1.ai ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ The license key for the current software has been verified as ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ belonging to: ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ Chai Research Corp. ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ Expiration: 2025-01-15 23:59:59 ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ║ ║
alexdaoud-trainer-bagir-7841-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
alexdaoud-trainer-bagir-7841-v1-mkmlizer: Downloaded to shared memory in 34.595s
alexdaoud-trainer-bagir-7841-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:t0, folder:/tmp/tmps3hl14su, device:0
alexdaoud-trainer-bagir-7841-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
alexdaoud-trainer-bagir-7841-v1-mkmlizer: quantized model in 86.620s
alexdaoud-trainer-bagir-7841-v1-mkmlizer: Processed model alexdaoud/trainer_bagir_2024-12-11-checkpoint-46 in 121.216s
alexdaoud-trainer-bagir-7841-v1-mkmlizer: creating bucket guanaco-mkml-models
alexdaoud-trainer-bagir-7841-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
alexdaoud-trainer-bagir-7841-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/alexdaoud-trainer-bagir-7841-v1
alexdaoud-trainer-bagir-7841-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/alexdaoud-trainer-bagir-7841-v1/config.json
alexdaoud-trainer-bagir-7841-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/alexdaoud-trainer-bagir-7841-v1/special_tokens_map.json
alexdaoud-trainer-bagir-7841-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/alexdaoud-trainer-bagir-7841-v1/tokenizer_config.json
alexdaoud-trainer-bagir-7841-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/alexdaoud-trainer-bagir-7841-v1/tokenizer.json
alexdaoud-trainer-bagir-7841-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/alexdaoud-trainer-bagir-7841-v1/flywheel_model.0.safetensors
alexdaoud-trainer-bagir-7841-v1-mkmlizer:
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Job alexdaoud-trainer-bagir-7841-v1-mkmlizer completed after 146.64s with status: succeeded
Stopping job with name alexdaoud-trainer-bagir-7841-v1-mkmlizer
Pipeline stage MKMLizer completed in 147.23s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service alexdaoud-trainer-bagir-7841-v1
Waiting for inference service alexdaoud-trainer-bagir-7841-v1 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service alexdaoud-trainer-bagir-7841-v1 ready after 220.94242429733276s
Pipeline stage MKMLDeployer completed in 221.50s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.349696397781372s
Received healthy response to inference request in 3.411515951156616s
Received healthy response to inference request in 3.288590669631958s
Received healthy response to inference request in 3.0673928260803223s
Received healthy response to inference request in 4.76963210105896s
5 requests
0 failed requests
5th percentile: 3.1116323947906492
10th percentile: 3.1558719635009767
20th percentile: 3.244351100921631
30th percentile: 3.3008118152618406
40th percentile: 3.3252541065216064
50th percentile: 3.349696397781372
60th percentile: 3.3744242191314697
70th percentile: 3.3991520404815674
80th percentile: 3.683139181137085
90th percentile: 4.226385641098022
95th percentile: 4.498008871078491
99th percentile: 4.715307455062866
mean time: 3.577365589141846
Pipeline stage StressChecker completed in 19.44s
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 2.48s
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 2.88s
Shutdown handler de-registered
alexdaoud-trainer-bagir-_7841_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service alexdaoud-trainer-bagir-7841-v1-profiler
Waiting for inference service alexdaoud-trainer-bagir-7841-v1-profiler to be ready
Inference service alexdaoud-trainer-bagir-7841-v1-profiler ready after 210.47556018829346s
Pipeline stage MKMLProfilerDeployer completed in 210.81s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/alexdaoud-trainer-bae9a76b310b023aabdc24d54ee54b6a62-deplovw4xf:/code/chaiverse_profiler_1734306640 --namespace tenant-chaiml-guanaco
kubectl exec -it alexdaoud-trainer-bae9a76b310b023aabdc24d54ee54b6a62-deplovw4xf --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1734306640 && python profiles.py profile --best_of_n 1 --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 256 --output_tokens 1 --summary /code/chaiverse_profiler_1734306640/summary.json'
%s, retrying in %s seconds...
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/alexdaoud-trainer-bae9a76b310b023aabdc24d54ee54b6a62-deplovw4xf:/code/chaiverse_profiler_1734309440 --namespace tenant-chaiml-guanaco
kubectl exec -it alexdaoud-trainer-bae9a76b310b023aabdc24d54ee54b6a62-deplovw4xf --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1734309440 && python profiles.py profile --best_of_n 1 --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 256 --output_tokens 1 --summary /code/chaiverse_profiler_1734309440/summary.json'
Received signal 2, running shutdown handler
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service alexdaoud-trainer-bagir-7841-v1-profiler is running
Tearing down inference service alexdaoud-trainer-bagir-7841-v1-profiler
Service alexdaoud-trainer-bagir-7841-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.47s
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service alexdaoud-trainer-bagir-7841-v1-profiler is running
Skipping teardown as no inference service was found
Pipeline stage MKMLProfilerDeleter completed in 2.50s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service alexdaoud-trainer-bagir-7841-v1-profiler
Waiting for inference service alexdaoud-trainer-bagir-7841-v1-profiler to be ready
Inference service alexdaoud-trainer-bagir-7841-v1-profiler ready after 60.161479473114014s
Pipeline stage MKMLProfilerDeployer completed in 60.48s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/alexdaoud-trainer-bae9a76b310b023aabdc24d54ee54b6a62-deplo9htpq:/code/chaiverse_profiler_1734310119 --namespace tenant-chaiml-guanaco
kubectl exec -it alexdaoud-trainer-bae9a76b310b023aabdc24d54ee54b6a62-deplo9htpq --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1734310119 && python profiles.py profile --best_of_n 1 --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 256 --output_tokens 1 --summary /code/chaiverse_profiler_1734310119/summary.json'
%s, retrying in %s seconds...
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/alexdaoud-trainer-bae9a76b310b023aabdc24d54ee54b6a62-deplo9htpq:/code/chaiverse_profiler_1734312891 --namespace tenant-chaiml-guanaco
%s, retrying in %s seconds...
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/alexdaoud-trainer-bae9a76b310b023aabdc24d54ee54b6a62-deplo9htpq:/code/chaiverse_profiler_1734312891 --namespace tenant-chaiml-guanaco
clean up pipeline due to error=ISVCScriptError('Command failed with error: Defaulted container "kserve-container" out of: kserve-container, queue-proxy\nerror: unable to upgrade connection: container not found ("kserve-container")\n, output: ')
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service alexdaoud-trainer-bagir-7841-v1-profiler is running
Tearing down inference service alexdaoud-trainer-bagir-7841-v1-profiler
Service alexdaoud-trainer-bagir-7841-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.33s
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service alexdaoud-trainer-bagir-7841-v1-profiler is running
Skipping teardown as no inference service was found
Pipeline stage MKMLProfilerDeleter completed in 2.44s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service alexdaoud-trainer-bagir-7841-v1-profiler
Waiting for inference service alexdaoud-trainer-bagir-7841-v1-profiler to be ready
Inference service alexdaoud-trainer-bagir-7841-v1-profiler ready after 70.23083853721619s
Pipeline stage MKMLProfilerDeployer completed in 70.56s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/alexdaoud-trainer-bae9a76b310b023aabdc24d54ee54b6a62-deplo82rpv:/code/chaiverse_profiler_1734313003 --namespace tenant-chaiml-guanaco
kubectl exec -it alexdaoud-trainer-bae9a76b310b023aabdc24d54ee54b6a62-deplo82rpv --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1734313003 && python profiles.py profile --best_of_n 1 --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 256 --output_tokens 1 --summary /code/chaiverse_profiler_1734313003/summary.json'
%s, retrying in %s seconds...
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/alexdaoud-trainer-bae9a76b310b023aabdc24d54ee54b6a62-deplo82rpv:/code/chaiverse_profiler_1734315780 --namespace tenant-chaiml-guanaco
%s, retrying in %s seconds...
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/alexdaoud-trainer-bae9a76b310b023aabdc24d54ee54b6a62-deplo82rpv:/code/chaiverse_profiler_1734315780 --namespace tenant-chaiml-guanaco
kubectl exec -it alexdaoud-trainer-bae9a76b310b023aabdc24d54ee54b6a62-deplo82rpv --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1734315780 && python profiles.py profile --best_of_n 1 --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 256 --output_tokens 1 --summary /code/chaiverse_profiler_1734315780/summary.json'
Received signal 2, running shutdown handler
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service alexdaoud-trainer-bagir-7841-v1-profiler is running
Tearing down inference service alexdaoud-trainer-bagir-7841-v1-profiler
Service alexdaoud-trainer-bagir-7841-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.19s
Shutdown handler de-registered
alexdaoud-trainer-bagir-_7841_v1 status is now inactive due to auto deactivation removed underperforming models