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 chaiml-nemo-20241017-tie-8098-v1-mkmlizer
Waiting for job on chaiml-nemo-20241017-tie-8098-v1-mkmlizer to finish
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ _____ __ __ ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ /___/ ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ Version: 0.11.12 ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ https://mk1.ai ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ belonging to: ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ Expiration: 2025-01-15 23:59:59 ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ║ ║
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: Downloaded to shared memory in 50.836s
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpi9ifw_ve, device:0
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: quantized model in 38.930s
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: Processed model ChaiML/nemo-20241017-ties-remerge_v2_5merge-albert in 89.766s
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241017-tie-8098-v1
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241017-tie-8098-v1/config.json
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241017-tie-8098-v1/special_tokens_map.json
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241017-tie-8098-v1/tokenizer_config.json
chaiml-nemo-20241017-tie-8098-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241017-tie-8098-v1/flywheel_model.0.safetensors
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Job chaiml-nemo-20241017-tie-8098-v1-mkmlizer completed after 134.62s with status: succeeded
Stopping job with name chaiml-nemo-20241017-tie-8098-v1-mkmlizer
Pipeline stage MKMLizer completed in 135.16s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241017-tie-8098-v1
Waiting for inference service chaiml-nemo-20241017-tie-8098-v1 to be ready
Inference service chaiml-nemo-20241017-tie-8098-v1 ready after 170.58713626861572s
Pipeline stage MKMLDeployer completed in 171.05s
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Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 1.9338946342468262s
Received healthy response to inference request in 1.5733606815338135s
Received healthy response to inference request in 1.434798002243042s
Received healthy response to inference request in 1.702202558517456s
5 requests
1 failed requests
5th percentile: 1.4625105381011962
10th percentile: 1.4902230739593505
20th percentile: 1.5456481456756592
30th percentile: 1.599129056930542
40th percentile: 1.650665807723999
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80th percentile: 5.575685787200931
90th percentile: 12.859268093109133
95th percentile: 16.501059246063228
99th percentile: 19.414492168426513
mean time: 5.357421255111694
%s, retrying in %s seconds...
Received healthy response to inference request in 1.606119155883789s
Received healthy response to inference request in 1.383357286453247s
Received healthy response to inference request in 1.5388517379760742s
Received healthy response to inference request in 6.408803701400757s
Received healthy response to inference request in 1.4122564792633057s
5 requests
0 failed requests
5th percentile: 1.3891371250152589
10th percentile: 1.3949169635772705
20th percentile: 1.4064766407012939
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60th percentile: 1.5657587051391602
70th percentile: 1.592665672302246
80th percentile: 2.5666560649871837
90th percentile: 4.48772988319397
95th percentile: 5.448266792297362
99th percentile: 6.216696319580078
mean time: 2.4698776721954347
Pipeline stage StressChecker completed in 42.45s
Shutdown handler de-registered
chaiml-nemo-20241017-tie_8098_v1 status is now deployed due to DeploymentManager action
chaiml-nemo-20241017-tie_8098_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241017-tie_8098_v1 status is now torndown due to DeploymentManager action