AutoGluon 1.4.0: Revert release images config and update available images documentation (#5136)

Author: Atharva-Rajan-Kale

available_images.md

@@ -244,16 +244,16 @@ AutoGluon Training Containers
 
 | Framework       | AutoGluon Version  | Job Type | CPU/GPU | Python Version Options | Example URL                                                                                      |
 |-----------------|--------------------|----------|---------|------------------------|--------------------------------------------------------------------------------------------------|
-| AutoGluon 1.3.0 | 1.3.0              | training | GPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-training:1.3.0-gpu-py311-cu124-ubuntu22.04 |
-| AutoGluon 1.3.0 | 1.3.0              | training | CPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-training:1.3.0-cpu-py311-ubuntu22.04       |
+| AutoGluon 1.4.0 | 1.4.0              | training | GPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-training:1.4.0-gpu-py311-cu124-ubuntu22.04 |
+| AutoGluon 1.4.0 | 1.4.0              | training | CPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-training:1.4.0-cpu-py311-ubuntu22.04       |
 
 AutoGluon Inference Containers
 ===============================
 
 | Framework       | AutoGluon Version  | Job Type  | CPU/GPU | Python Version Options | Example URL                                                                                       |
 |-----------------|--------------------|-----------|---------|------------------------|---------------------------------------------------------------------------------------------------|
-| AutoGluon 1.3.0 | 1.3.0              | inference | GPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-inference:1.3.0-gpu-py311-cu124-ubuntu22.04 |
-| AutoGluon 1.3.0 | 1.3.0              | inference | CPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-inference:1.3.0-cpu-py311-ubuntu22.04       |
+| AutoGluon 1.4.0 | 1.4.0              | inference | GPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-inference:1.4.0-gpu-py311-cu124-ubuntu22.04 |
+| AutoGluon 1.4.0 | 1.4.0              | inference | CPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-inference:1.4.0-cpu-py311-ubuntu22.04       |
 
 HuggingFace Training Containers
 ===============================
@@ -393,16 +393,16 @@ Prior AutoGluon Training Containers
 
 | Framework       | AutoGluon Version | Job Type | CPU/GPU | Python Version Options | Example URL                                                                                      |
 |-----------------|-------------------|----------|---------|------------------------|--------------------------------------------------------------------------------------------------|
-| AutoGluon 1.2.0 | 1.2.0              | training | GPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-training:1.2.0-gpu-py311-cu124-ubuntu22.04 |
-| AutoGluon 1.2.0 | 1.2.0              | training | CPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-training:1.2.0-cpu-py311-ubuntu22.04       |
+| AutoGluon 1.3.0 | 1.3.0              | training | GPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-training:1.3.0-gpu-py311-cu124-ubuntu22.04 |
+| AutoGluon 1.3.0 | 1.3.0              | training | CPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-training:1.3.0-cpu-py311-ubuntu22.04       |
 
 Prior AutoGluon Inference Containers
 ===============================
 
 | Framework       | AutoGluon Version | Job Type  | CPU/GPU | Python Version Options | Example URL                                                                                       |
 |-----------------|-------------------|-----------|---------|------------------------|---------------------------------------------------------------------------------------------------|
-| AutoGluon 1.2.0 | 1.2.0              | inference | GPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-inference:1.2.0-gpu-py311-cu124-ubuntu22.04 |
-| AutoGluon 1.2.0 | 1.2.0              | inference | CPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-inference:1.2.0-cpu-py311-ubuntu22.04       |
+| AutoGluon 1.3.0 | 1.3.0              | inference | GPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-inference:1.3.0-gpu-py311-cu124-ubuntu22.04 |
+| AutoGluon 1.3.0 | 1.3.0              | inference | CPU     | 3.11 (py311)             | 763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-inference:1.3.0-cpu-py311-ubuntu22.04       |
 
 Prior SageMaker Training Compiler Containers
 ===============================

release_images_inference.yml

@@ -235,16 +235,4 @@ release_images:
       cuda_version: "cu126"
       example: False
       disable_sm_tag: True
-      force_release: False
-  19:
-    framework: "autogluon"
-    version: "1.4.0"
-    arch_type: "x86"
-    inference:
-      device_types: ["cpu", "gpu"]
-      python_versions: ["py311"]
-      os_version: "ubuntu22.04"
-      cuda_version: "cu124"
-      example: False
-      disable_sm_tag: False
-      force_release: False
+      force_release: False

release_images_training.yml

@@ -90,16 +90,4 @@ release_images:
       cuda_version: "cu126"
       example: False
       disable_sm_tag: False
-      force_release: False
-  8:
-    framework: "autogluon"
-    version: "1.4.0"
-    arch_type: "x86"
-    training:
-      device_types: ["cpu", "gpu"]
-      python_versions: ["py311"]
-      os_version: "ubuntu22.04"
-      cuda_version: "cu124"
-      example: False
-      disable_sm_tag: False
-      force_release: False
+      force_release: False