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Add compute validations #2371

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Jun 14, 2023
Merged

Add compute validations #2371

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49c4716
Add compute validations
aggarwal-k Jun 13, 2023
d218ee6
fix formatting
aggarwal-k Jun 14, 2023
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9 changes: 7 additions & 2 deletions sdk/python/foundation-models/system/finetune/question-answering/extractive-qa.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -122,10 +122,10 @@
" gpu_count_found = True\n",
"# if gpu_count_found not found, then print an error\n",
"if gpu_count_found:\n",
" print(f\"Number of GPU's in copute {compute.size}: {gpus_per_node}\")\n",
" print(f\"Number of GPU's in compute {compute.size}: {gpus_per_node}\")\n",
"else:\n",
" raise ValueError(\n",
" f\"Number of GPU's in copute {compute.size} not found. Available skus are: {available_sku_sizes}.\"\n",
" f\"Number of GPU's in compute {compute.size} not found. Available skus are: {available_sku_sizes}.\"\n",
" f\"This should not happen. Please check the selected compute cluster: {compute_cluster} and try again.\"\n",
" )\n",
"# CPU based finetune works only for single-node single-process\n",
Expand All @@ -135,6 +135,11 @@
" )\n",
" gpus_per_node = 1\n",
"\n",
"# Computes with K80 GPUs are not supported\n",
"unsupported_gpu_vm_list = [\"standard_nc6\", \"standard_nc12\", \"standard_nc24\", \"standard_nc24r\"]\n",
"if compute.size.lower() in unsupported_gpu_vm_list:\n",
" raise ValueError(f\"VM size {compute.size} is currently not supported for finetuning\")\n",
"\n",
"# genrating a unique timestamp that can be used for names and versions that need to be unique\n",
"timestamp = str(int(time.time()))"
]
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9 changes: 7 additions & 2 deletions sdk/python/foundation-models/system/finetune/summarization/news-summary.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -121,10 +121,10 @@
" gpu_count_found = True\n",
"# if gpu_count_found not found, then print an error\n",
"if gpu_count_found:\n",
" print(f\"Number of GPU's in copute {compute.size}: {gpus_per_node}\")\n",
" print(f\"Number of GPU's in compute {compute.size}: {gpus_per_node}\")\n",
"else:\n",
" raise ValueError(\n",
" f\"Number of GPU's in copute {compute.size} not found. Available skus are: {available_sku_sizes}.\"\n",
" f\"Number of GPU's in compute {compute.size} not found. Available skus are: {available_sku_sizes}.\"\n",
" f\"This should not happen. Please check the selected compute cluster: {compute_cluster} and try again.\"\n",
" )\n",
"# CPU based finetune works only for single-node single-process\n",
Expand All @@ -134,6 +134,11 @@
" )\n",
" gpus_per_node = 1\n",
"\n",
"# Computes with K80 GPUs are not supported\n",
"unsupported_gpu_vm_list = [\"standard_nc6\", \"standard_nc12\", \"standard_nc24\", \"standard_nc24r\"]\n",
"if compute.size.lower() in unsupported_gpu_vm_list:\n",
" raise ValueError(f\"VM size {compute.size} is currently not supported for finetuning\")\n",
"\n",
"# genrating a unique timestamp that can be used for names and versions that need to be unique\n",
"timestamp = str(int(time.time()))"
]
Expand Down
9 changes: 7 additions & 2 deletions sdk/python/foundation-models/system/finetune/text-classification/emotion-detection.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -122,10 +122,10 @@
" gpu_count_found = True\n",
"# if gpu_count_found not found, then print an error\n",
"if gpu_count_found:\n",
" print(f\"Number of GPU's in copute {compute.size}: {gpus_per_node}\")\n",
" print(f\"Number of GPU's in compute {compute.size}: {gpus_per_node}\")\n",
"else:\n",
" raise ValueError(\n",
" f\"Number of GPU's in copute {compute.size} not found. Available skus are: {available_sku_sizes}.\"\n",
" f\"Number of GPU's in compute {compute.size} not found. Available skus are: {available_sku_sizes}.\"\n",
" f\"This should not happen. Please check the selected compute cluster: {compute_cluster} and try again.\"\n",
" )\n",
"# CPU based finetune works only for single-node single-process\n",
Expand All @@ -135,6 +135,11 @@
" )\n",
" gpus_per_node = 1\n",
"\n",
"# Computes with K80 GPUs are not supported\n",
"unsupported_gpu_vm_list = [\"standard_nc6\", \"standard_nc12\", \"standard_nc24\", \"standard_nc24r\"]\n",
"if compute.size.lower() in unsupported_gpu_vm_list:\n",
" raise ValueError(f\"VM size {compute.size} is currently not supported for finetuning\")\n",
"\n",
"# generating a unique timestamp that can be used for names and versions that need to be unique\n",
"timestamp = str(int(time.time()))"
]
Expand Down
7 changes: 6 additions & 1 deletion sdk/python/foundation-models/system/finetune/token-classification/token-classification.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -125,7 +125,7 @@
" print(f\"Number of GPU's in copute {compute.size}: {gpus_per_node}\")\n",
"else:\n",
" raise ValueError(\n",
" f\"Number of GPU's in copute {compute.size} not found. Available skus are: {available_sku_sizes}.\"\n",
" f\"Number of GPU's in compute {compute.size} not found. Available skus are: {available_sku_sizes}.\"\n",
" f\"This should not happen. Please check the selected compute cluster: {compute_cluster} and try again.\"\n",
" )\n",
"# CPU based finetune works only for single-node single-process\n",
Expand All @@ -135,6 +135,11 @@
" )\n",
" gpus_per_node = 1\n",
"\n",
"# Computes with K80 GPUs are not supported\n",
"unsupported_gpu_vm_list = [\"standard_nc6\", \"standard_nc12\", \"standard_nc24\", \"standard_nc24r\"]\n",
"if compute.size.lower() in unsupported_gpu_vm_list:\n",
" raise ValueError(f\"VM size {compute.size} is currently not supported for finetuning\")\n",
"\n",
"# genrating a unique timestamp that can be used for names and versions that need to be unique\n",
"timestamp = str(int(time.time()))"
]
Expand Down
7 changes: 6 additions & 1 deletion sdk/python/foundation-models/system/finetune/translation/translation.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -124,7 +124,7 @@
" print(f\"Number of GPU's in copute {compute.size}: {gpus_per_node}\")\n",
"else:\n",
" raise ValueError(\n",
" f\"Number of GPU's in copute {compute.size} not found. Available skus are: {available_sku_sizes}.\"\n",
" f\"Number of GPU's in compute {compute.size} not found. Available skus are: {available_sku_sizes}.\"\n",
" f\"This should not happen. Please check the selected compute cluster: {compute_cluster} and try again.\"\n",
" )\n",
"# CPU based finetune works only for single-node single-process\n",
Expand All @@ -134,6 +134,11 @@
" )\n",
" gpus_per_node = 1\n",
"\n",
"# Computes with K80 GPUs are not supported\n",
"unsupported_gpu_vm_list = [\"standard_nc6\", \"standard_nc12\", \"standard_nc24\", \"standard_nc24r\"]\n",
"if compute.size.lower() in unsupported_gpu_vm_list:\n",
" raise ValueError(f\"VM size {compute.size} is currently not supported for finetuning\")\n",
"\n",
"# genrating a unique timestamp that can be used for names and versions that need to be unique\n",
"timestamp = str(int(time.time()))"
]
Expand Down
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