Questions tagged [amazon-sagemaker-debugger]
18 questions
9
votes
4 answers
get_execution_role() sagemaker: UnknownServiceError: Unknown service: 'sagemaker-metrics'. Valid service names are: accessanalyzer
I am trying this code to get iam role programmatically.
from sagemaker import get_execution_role
get_execution_role()
It's giving the following error.
UnknownServiceError Traceback (most recent call…
iamabhaykmr
- 1,803
- 3
- 24
- 49
3
votes
1 answer
What is the correct configuration AWS SageMaker-Python-SDK to achieve local debugging/training with Apple M1 Pro
I want to run an RL training job on AWS SageMaker(script given below). But since the project is complex I was hoping to do a test run using SageMaker Local Mode (In my M1 MacBook Pro) before submitting to paid instances. However, I am struggling to…
spramuditha
- 357
- 2
- 9
2
votes
0 answers
Call AWS-SageMaker API in flutter
I'm trying to call a SageMaker API in flutter but the header has some issues related to Signature.
Map signRequest(String param) {
var method = "POST";
var uri = endpoint;
var secretKey = secretKey;
var accessKey = accessKey;
var…
Muhammad Bilal
- 41
- 1
- 2
1
vote
0 answers
Unknown collections in SageMaker Debugger
In the code I have asked for 4 collections as you see below:
But when I see the JSON file in S3, generated by debugger I have more collections like this:
Why more than what I have asked is generated? Is that for future if I change my mind and I…
Philipp Schmid
- 126
- 7
1
vote
2 answers
How can you use PyTorch Profiler on SageMaker?
Is there a way to use the PyTorch profiler when using Amazon SageMaker?
Or can we call PyTorch profiler in the profiler config for SageMaker debugger
Philipp Schmid
- 126
- 7
0
votes
0 answers
ValueError: Message smdebug.Event exceeds maximum protobuf size of 2GB: 2663116783
I am training a sagemaker XGBoost model and i want to get the feature importance of each feature, so i am using smdebug to collect the feature importance while training.But, during training i am facing "ValueError: Message smdebug.Event exceeds…
Tejaswi Boni
- 27
- 2
0
votes
0 answers
SageMaker API Header signature issue in flutter
here is my code if anyone can help me this I would be grateful
Map signRequest(String param) {
var method = "POST";
var uri = endpoint;
var secretKey = secretKey;
var accessKey = accessKey;
var region = awsRegion;
var service =…
Muhammad Bilal
- 41
- 1
- 2
0
votes
0 answers
SageMaker PyTorch estimator.fit freezes when running in local mode from EC2
I am trying to train a PyTorch model through SageMaker. I am running a script main.py (which I have posted a minimum working example of below) which calls a PyTorch Estimator. I have the code for training my model saved as a separate script,…
Scott Vinay
- 171
- 1
- 1
- 6
0
votes
0 answers
Collections in SageMaker Debugger
In the code I have asked for 4 collections as you see below:
But when I see the JSON file in S3, generated by debugger I have more collections like this:
Why more than what I have asked is generated? Is that for future if I change my mind and I…
Cyril Bandolo
- 16
- 1
0
votes
0 answers
SageMaker Debugger and CloudWatch
I have a question based on the architecture in the following URL:
https://docs.aws.amazon.com/sagemaker/latest/dg/debugger-how-it-works.html
I am able to see the tensors in the S3 and I see for each rule I have created a new processing job has been…
Cyril Bandolo
- 16
- 1
0
votes
0 answers
SageMaker ProfilerReport stopped saying InternalServerError but the training job is successful
When running a simple training job on Amazon SageMaker, ProfilerReport (not configured by me) is also enabled by default and a processing job appears parallel to the training job.
The training job runs successfully, but a few times (so I don't know…
Giuseppe La Gualano
- 1,491
- 1
- 4
- 24
0
votes
0 answers
Get raw outputs from SageMaker debugger
I have been trying to find where to collect the output from Sagemaker Debugger, coming from my own dataset. I do not know where to find the raw outputs. Is it possible to get the raw outputs of your dataset from Debugger?
Cyril Bandolo
- 16
- 1
0
votes
0 answers
SageMaker smdebug generating AttributeError with Pytorch container
I am training a PyTorch model. I am able to run the training script successfully on GPU instances (for instance on EC2 instances with pytorch_p36 conda evnrionment activated). Here is the script for…
juvchan
- 6,113
- 2
- 22
- 35
0
votes
1 answer
Are there associated costs with SageMaker Debugger?
Are there associated costs with SageMaker Debugger? Everywhere I look it says that there are no additional costs, but this has me curious as to what underlying resources the service uses.
Cyril Bandolo
- 16
- 1
0
votes
1 answer
Facing an Error while trying to Import ModelStep
I am trying to import ModelStep using the code
from sagemaker.workflow.model_step import ModelStep
But it is throwing the error
ModuleNotFoundError: No module named 'sagemaker.workflow.model_step'
How can I resolve this issue?
Techno s Jain
- 3
- 2