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 rirv938-llama-8b-512-tok-1159-v2-mkmlizer
Waiting for job on rirv938-llama-8b-512-tok-1159-v2-mkmlizer to finish
Failed to get response for submission rirv938-llama-8b-1024-t_67568_v1: HTTPConnectionPool(host='rirv938-llama-8b-1024-t-67568-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ _____ __ __ ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
Failed to get response for submission nischaydnk-exp26-mistra_55673_v2: HTTPConnectionPool(host='nischaydnk-exp26-mistra-55673-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ /___/ ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ Version: 0.12.8 ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ https://mk1.ai ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ The license key for the current software has been verified as ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ belonging to: ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ Chai Research Corp. ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ Expiration: 2025-04-15 23:59:59 ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ║ ║
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: Downloaded to shared memory in 22.519s
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:t0, folder:/tmp/tmpoxklu5vm, device:0
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission nischaydnk-exp27-ftexp1_72507_v2: HTTPConnectionPool(host='nischaydnk-exp27-ftexp1-72507-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: quantized model in 85.354s
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: Processed model rirv938/llama_8b_512_tokens_context_3m_step_11718 in 107.873s
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: creating bucket guanaco-mkml-models
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rirv938-llama-8b-512-tok-1159-v2
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rirv938-llama-8b-512-tok-1159-v2/config.json
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rirv938-llama-8b-512-tok-1159-v2/special_tokens_map.json
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rirv938-llama-8b-512-tok-1159-v2/tokenizer_config.json
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rirv938-llama-8b-512-tok-1159-v2/tokenizer.json
rirv938-llama-8b-512-tok-1159-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-llama-8b-512-tok-1159-v2/flywheel_model.0.safetensors
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Job rirv938-llama-8b-512-tok-1159-v2-mkmlizer completed after 134.5s with status: succeeded
Stopping job with name rirv938-llama-8b-512-tok-1159-v2-mkmlizer
Pipeline stage MKMLizer completed in 136.27s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service rirv938-llama-8b-512-tok-1159-v2
Waiting for inference service rirv938-llama-8b-512-tok-1159-v2 to be ready
Failed to get response for submission nischaydnk-exp26-mistra_55673_v1: HTTPConnectionPool(host='nischaydnk-exp26-mistra-55673-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-exp27-ftexp1_72507_v2: HTTPConnectionPool(host='nischaydnk-exp27-ftexp1-72507-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-llama-8b-1024-t_67568_v1: HTTPConnectionPool(host='rirv938-llama-8b-1024-t-67568-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service rirv938-llama-8b-512-tok-1159-v2 ready after 290.99578881263733s
Pipeline stage MKMLDeployer completed in 291.62s
run pipeline stage %s
Running pipeline stage StressChecker
Failed to get response for submission nischaydnk-exp27-ftexp1_72507_v1: HTTPConnectionPool(host='nischaydnk-exp27-ftexp1-72507-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Received healthy response to inference request in 3.4445912837982178s
Received healthy response to inference request in 3.595102310180664s
Received healthy response to inference request in 4.2866294384002686s
Received healthy response to inference request in 3.077199697494507s
Received healthy response to inference request in 2.3059940338134766s
5 requests
0 failed requests
5th percentile: 2.4602351665496824
10th percentile: 2.6144762992858888
20th percentile: 2.922958564758301
30th percentile: 3.150678014755249
40th percentile: 3.297634649276733
50th percentile: 3.4445912837982178
60th percentile: 3.504795694351196
70th percentile: 3.5650001049041746
80th percentile: 3.733407735824585
90th percentile: 4.010018587112427
95th percentile: 4.148324012756348
99th percentile: 4.258968353271484
mean time: 3.3419033527374267
Pipeline stage StressChecker completed in 18.10s
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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 0.67s
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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 0.74s
Shutdown handler de-registered
rirv938-llama-8b-512-tok_1159_v2 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 0.12s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service rirv938-llama-8b-512-tok-1159-v2-profiler
Waiting for inference service rirv938-llama-8b-512-tok-1159-v2-profiler to be ready
Inference service rirv938-llama-8b-512-tok-1159-v2-profiler ready after 291.0865387916565s
Pipeline stage MKMLProfilerDeployer completed in 291.50s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rirv938-llama-8b-512c75eab9609c3b7989dacfa5f73144e88-deplob9ls5:/code/chaiverse_profiler_1740681478 --namespace tenant-chaiml-guanaco
kubectl exec -it rirv938-llama-8b-512c75eab9609c3b7989dacfa5f73144e88-deplob9ls5 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1740681478 && 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 512 --output_tokens 1 --summary /code/chaiverse_profiler_1740681478/summary.json'
Received signal 15, running shutdown handler
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service rirv938-llama-8b-512-tok-1159-v2-profiler is running
Tearing down inference service rirv938-llama-8b-512-tok-1159-v2-profiler
Service rirv938-llama-8b-512-tok-1159-v2-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 3.41s
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service rirv938-llama-8b-512-tok-1159-v2-profiler is running
Skipping teardown as no inference service was found
Pipeline stage MKMLProfilerDeleter completed in 3.43s
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 rirv938-llama-8b-512-tok-1159-v2-profiler
Waiting for inference service rirv938-llama-8b-512-tok-1159-v2-profiler to be ready
Inference service rirv938-llama-8b-512-tok-1159-v2-profiler ready after 140.56768250465393s
Pipeline stage MKMLProfilerDeployer completed in 140.94s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rirv938-llama-8b-512c75eab9609c3b7989dacfa5f73144e88-deplowv2v8:/code/chaiverse_profiler_1740684968 --namespace tenant-chaiml-guanaco
kubectl exec -it rirv938-llama-8b-512c75eab9609c3b7989dacfa5f73144e88-deplowv2v8 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1740684968 && 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 512 --output_tokens 1 --summary /code/chaiverse_profiler_1740684968/summary.json'
kubectl exec -it rirv938-llama-8b-512c75eab9609c3b7989dacfa5f73144e88-deplowv2v8 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1740684968/summary.json'
%s, retrying in %s seconds...
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rirv938-llama-8b-512c75eab9609c3b7989dacfa5f73144e88-deplowv2v8:/code/chaiverse_profiler_1740685301 --namespace tenant-chaiml-guanaco
kubectl exec -it rirv938-llama-8b-512c75eab9609c3b7989dacfa5f73144e88-deplowv2v8 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1740685301 && 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 512 --output_tokens 1 --summary /code/chaiverse_profiler_1740685301/summary.json'
%s, retrying in %s seconds...
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rirv938-llama-8b-512c75eab9609c3b7989dacfa5f73144e88-deplowv2v8:/code/chaiverse_profiler_1740685614 --namespace tenant-chaiml-guanaco
kubectl exec -it rirv938-llama-8b-512c75eab9609c3b7989dacfa5f73144e88-deplowv2v8 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1740685614 && 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 512 --output_tokens 1 --summary /code/chaiverse_profiler_1740685614/summary.json'
clean up pipeline due to error=ISVCScriptError('Command failed with error: Defaulted container "kserve-container" out of: kserve-container, queue-proxy\nUnable to use a TTY - input is not a terminal or the right kind of file\nTraceback (most recent call last):\n File "/code/chaiverse_profiler_1740685614/profiles.py", line 605, in <module>\n cli()\n File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1157, in __call__\n return self.main(*args, **kwargs)\n File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1078, in main\n rv = self.invoke(ctx)\n File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1688, in invoke\n return _process_result(sub_ctx.command.invoke(sub_ctx))\n File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1434, in invoke\n return ctx.invoke(self.callback, **ctx.params)\n File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 783, in invoke\n return __callback(*args, **kwargs)\n File "/code/chaiverse_profiler_1740685614/profiles.py", line 104, in profile_batches\n client.wait_for_server_startup(target, max_wait=300)\n File "/code/inference_analysis/client.py", line 149, in wait_for_server_startup\n raise RuntimeError(msg)\nRuntimeError: Timed out after 300s waiting for startup\ncommand terminated with exit code 1\n, output: waiting for startup of TargetModel(endpoint=\'localhost\', route=\'GPT-J-6B-lit-v2\', namespace=\'tenant-chaiml-guanaco\', reward=False, url_format=\'{endpoint}-predictor-default.{namespace}.knative.ord1.coreweave.cloud\')\n')
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service rirv938-llama-8b-512-tok-1159-v2-profiler is running
Tearing down inference service rirv938-llama-8b-512-tok-1159-v2-profiler
Service rirv938-llama-8b-512-tok-1159-v2-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 3.25s
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service rirv938-llama-8b-512-tok-1159-v2-profiler is running
Skipping teardown as no inference service was found
Pipeline stage MKMLProfilerDeleter completed in 3.29s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service rirv938-llama-8b-512-tok-1159-v2-profiler
Waiting for inference service rirv938-llama-8b-512-tok-1159-v2-profiler to be ready
Inference service rirv938-llama-8b-512-tok-1159-v2-profiler ready after 110.44753432273865s
Pipeline stage MKMLProfilerDeployer completed in 110.82s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rirv938-llama-8b-512c75eab9609c3b7989dacfa5f73144e88-deploz445d:/code/chaiverse_profiler_1740686088 --namespace tenant-chaiml-guanaco
kubectl exec -it rirv938-llama-8b-512c75eab9609c3b7989dacfa5f73144e88-deploz445d --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1740686088 && 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 512 --output_tokens 1 --summary /code/chaiverse_profiler_1740686088/summary.json'
Received signal 15, running shutdown handler
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service rirv938-llama-8b-512-tok-1159-v2-profiler is running
Tearing down inference service rirv938-llama-8b-512-tok-1159-v2-profiler
Service rirv938-llama-8b-512-tok-1159-v2-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 3.45s
Shutdown handler de-registered
rirv938-llama-8b-512-tok_1159_v2 status is now inactive due to auto deactivation removed underperforming models
rirv938-llama-8b-512-tok_1159_v2 status is now torndown due to DeploymentManager action