Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLizer
Starting job with name zonemercy-vingt-deux-v1-1e5-v24-mkmlizer
Waiting for job on zonemercy-vingt-deux-v1-1e5-v24-mkmlizer to finish
zonemercy-vingt-deux-v1-1e5-v24-mkmlizer: Downloaded to shared memory in 59.979s
zonemercy-vingt-deux-v1-1e5-v24-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpg43b7_q8, device:0
zonemercy-vingt-deux-v1-1e5-v24-mkmlizer: Saving flywheel model at /dev/shm/model_cache
zonemercy-vingt-deux-v1-1e5-v24-mkmlizer: quantized model in 44.764s
zonemercy-vingt-deux-v1-1e5-v24-mkmlizer: Processed model zonemercy/Vingt-Deux-v1-1e5 in 104.743s
zonemercy-vingt-deux-v1-1e5-v24-mkmlizer: creating bucket guanaco-mkml-models
zonemercy-vingt-deux-v1-1e5-v24-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
zonemercy-vingt-deux-v1-1e5-v24-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/zonemercy-vingt-deux-v1-1e5-v24
zonemercy-vingt-deux-v1-1e5-v24-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/zonemercy-vingt-deux-v1-1e5-v24/config.json
zonemercy-vingt-deux-v1-1e5-v24-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/zonemercy-vingt-deux-v1-1e5-v24/special_tokens_map.json
zonemercy-vingt-deux-v1-1e5-v24-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/zonemercy-vingt-deux-v1-1e5-v24/tokenizer_config.json
zonemercy-vingt-deux-v1-1e5-v24-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/zonemercy-vingt-deux-v1-1e5-v24/tokenizer.json
zonemercy-vingt-deux-v1-1e5-v24-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/zonemercy-vingt-deux-v1-1e5-v24/flywheel_model.1.safetensors
zonemercy-vingt-deux-v1-1e5-v24-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/zonemercy-vingt-deux-v1-1e5-v24/flywheel_model.0.safetensors
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Job zonemercy-vingt-deux-v1-1e5-v24-mkmlizer completed after 143.31s with status: succeeded
Stopping job with name zonemercy-vingt-deux-v1-1e5-v24-mkmlizer
Pipeline stage MKMLizer completed in 144.40s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.08s
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Running pipeline stage MKMLDeployer
Creating inference service zonemercy-vingt-deux-v1-1e5-v24
Waiting for inference service zonemercy-vingt-deux-v1-1e5-v24 to be ready
Inference service zonemercy-vingt-deux-v1-1e5-v24 ready after 220.6699297428131s
Pipeline stage MKMLDeployer completed in 220.98s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.8591837882995605s
Received healthy response to inference request in 2.3803560733795166s
Received healthy response to inference request in 2.317049741744995s
Received healthy response to inference request in 2.3492040634155273s
Received healthy response to inference request in 2.3652758598327637s
5 requests
0 failed requests
5th percentile: 2.3234806060791016
10th percentile: 2.329911470413208
20th percentile: 2.342773199081421
30th percentile: 2.3524184226989746
40th percentile: 2.358847141265869
50th percentile: 2.3652758598327637
60th percentile: 2.371307945251465
70th percentile: 2.377340030670166
80th percentile: 2.4761216163635256
90th percentile: 2.667652702331543
95th percentile: 2.7634182453155516
99th percentile: 2.8400306797027586
mean time: 2.4542139053344725
Pipeline stage StressChecker completed in 12.86s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 7.22s
Shutdown handler de-registered
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Skipping teardown as no inference service was successfully deployed
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Pipeline stage MKMLProfilerTemplater completed in 0.12s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service zonemercy-vingt-deux-v1-1e5-v24-profiler
Waiting for inference service zonemercy-vingt-deux-v1-1e5-v24-profiler to be ready
Inference service zonemercy-vingt-deux-v1-1e5-v24-profiler ready after 220.50905084609985s
Pipeline stage MKMLProfilerDeployer completed in 220.87s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/zonemercy-vingt-deux6da97ca814b20b0325ea44874d13c4c6-deplozrll6:/code/chaiverse_profiler_1727360184 --namespace tenant-chaiml-guanaco
kubectl exec -it zonemercy-vingt-deux6da97ca814b20b0325ea44874d13c4c6-deplozrll6 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1727360184 && 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_1727360184/summary.json'
kubectl exec -it zonemercy-vingt-deux6da97ca814b20b0325ea44874d13c4c6-deplozrll6 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1727360184/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1566.25s
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Running pipeline stage MKMLProfilerDeleter
Checking if service zonemercy-vingt-deux-v1-1e5-v24-profiler is running
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Pipeline stage MKMLProfilerDeleter completed in 2.13s
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zonemercy-vingt-deux-v1-1e5_v24 status is now inactive due to auto deactivation removed underperforming models
Pipeline stage MKMLDeleter completed in 175.39s
Running pipeline stage MKMLDeployer
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Waiting for inference service blend-rofur-2024-10-03 to be ready
Creating inference service blend-rofur-2024-10-03
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admin requested tearing down of zonemercy-vingt-deux-v1-1e5_v24
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Pipeline stage MKMLDeleter completed in 13.54s
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Pipeline stage MKMLDeleter completed in 12.01s
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Pipeline stage MKMLDeleter completed in 19.10s
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Tearing down inference service blend-rofur-2024-10-03
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admin requested tearing down of blend_rofur_2024-10-03
Tearing down inference service zonemercy-vingt-deux-v1-1e5-v24
Pipeline stage MKMLModelDeleter completed in 29.49s
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%s, retrying in %s seconds...
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Shutdown handler not registered because Python interpreter is not running in the main thread
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Pipeline stage MKMLModelDeleter completed in 46.51s
Tearing down inference service zonemercy-vingt-deux-v1-1e5-v26
Checking if service zonemercy-vingt-deux-v2-1e5-v25 is running
Running pipeline stage MKMLDeleter
Creating inference service blend-rofur-2024-10-03
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Pipeline stage MKMLDeleter completed in 75.32s
zonemercy-vingt-deux-v0-1e5_v52 status is now torndown due to DeploymentManager action
Shutdown handler de-registered
Service zonemercy-vingt-deux-v1-1e5-v26 has been torndown
Checking if service zonemercy-vingt-deux-v2-1e5-v26 is running
Tearing down inference service zonemercy-vingt-deux-v2-1e5-v25
Ignoring service blend-rofur-2024-10-03 already deployed
Running pipeline stage MKMLDeleter
Pipeline stage MKMLModelDeleter completed in 42.54s
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zonemercy-vingt-deux-v0-1e5_v53 status is now torndown due to DeploymentManager action
Pipeline stage MKMLDeleter completed in 89.71s
Service zonemercy-vingt-deux-v2-1e5-v25 has been torndown
Tearing down inference service zonemercy-vingt-deux-v2-1e5-v26
Waiting for inference service blend-rofur-2024-10-03 to be ready
Checking if service zonemercy-vingt-deux-v2-1e5-v27 is running
Shutdown handler de-registered
Running pipeline stage ProductionBlendMKMLTemplater
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Pipeline stage MKMLDeleter completed in 81.57s
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Pipeline stage MKMLDeleter completed in 75.17s
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Deleting key zonemercy-vingt-deux-v1-1e5-v24/flywheel_model.0.safetensors from bucket guanaco-mkml-models
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Cleaning model data from S3
Running pipeline stage MKMLModelDeleter
Deleting key zonemercy-vingt-deux-v1-1e5-v24/flywheel_model.1.safetensors from bucket guanaco-mkml-models
Creating inference service blend-rofur-2024-10-03
Deleting key zonemercy-vingt-deux-v1-1e5-v26/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v25/config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Cleaning model data from S3
Deleting key zonemercy-vingt-deux-v1-1e5-v24/special_tokens_map.json from bucket guanaco-mkml-models
Ignoring service blend-rofur-2024-10-03 already deployed
Deleting key zonemercy-vingt-deux-v1-1e5-v26/flywheel_model.1.safetensors from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v25/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v26/config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key zonemercy-vingt-deux-v1-1e5-v24/tokenizer.json from bucket guanaco-mkml-models
Waiting for inference service blend-rofur-2024-10-03 to be ready
Deleting key zonemercy-vingt-deux-v1-1e5-v26/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v25/flywheel_model.1.safetensors from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v26/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v27/config.json from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v1-1e5-v24/tokenizer_config.json from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v1-1e5-v26/tokenizer.json from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v25/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v26/flywheel_model.1.safetensors from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v27/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Pipeline stage MKMLModelDeleter completed in 112.05s
Deleting key zonemercy-vingt-deux-v1-1e5-v26/tokenizer_config.json from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v25/tokenizer.json from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v26/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v27/flywheel_model.1.safetensors from bucket guanaco-mkml-models
Shutdown handler de-registered
Pipeline stage MKMLModelDeleter completed in 101.30s
Deleting key zonemercy-vingt-deux-v2-1e5-v25/tokenizer_config.json from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v26/tokenizer.json from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v25/tokenizer_config.json from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v26/tokenizer.json from bucket guanaco-mkml-models
Deleting key zonemercy-vingt-deux-v2-1e5-v27/special_tokens_map.json from bucket guanaco-mkml-models
zonemercy-vingt-deux-v1-1e5_v24 status is now torndown due to DeploymentManager action