mirror of
https://github.com/comfyanonymous/ComfyUI.git
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9250191c65
DynamicVRAM's on-demand model loading/offloading conflicted with process isolation in three ways: RPC tensor transport stalls from mid-call GPU offload, race conditions between model lifecycle and active RPC operations, and false positive memory leak detection from changed finalizer patterns. - Marshal CUDA tensors to CPU before RPC transport for dynamic models - Add operation state tracking + quiescence waits at workflow boundaries - Distinguish proxy reference release from actual leaks in cleanup_models_gc - Fix init order: DynamicVRAM must initialize before isolation proxies - Add RPC timeouts to prevent indefinite hangs on model unavailability - Prevent proxy-of-proxy chains from DynamicVRAM model reload cycles - Add torch.device/torch.dtype serializers for new DynamicVRAM RPC paths - Guard isolation overhead so non-isolated workflows are unaffected - Migrate env var to PYISOLATE_CHILD
81 lines
1.9 KiB
JSON
81 lines
1.9 KiB
JSON
{
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"DepthAnything_V2": {
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"input_types": {
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"required": {
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"da_model": {
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"__pyisolate_tuple__": [
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"DAMODEL"
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]
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},
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"images": {
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"__pyisolate_tuple__": [
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"IMAGE"
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]
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}
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}
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},
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"return_types": [
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"IMAGE"
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],
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"return_names": [
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"image"
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],
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"function": "process",
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"category": "DepthAnythingV2",
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"output_node": false,
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"output_is_list": null,
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"is_v3": false,
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"display_name": "Depth Anything V2"
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},
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"DownloadAndLoadDepthAnythingV2Model": {
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"input_types": {
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"required": {
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"model": {
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"__pyisolate_tuple__": [
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[
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"depth_anything_v2_vits_fp16.safetensors",
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"depth_anything_v2_vits_fp32.safetensors",
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"depth_anything_v2_vitb_fp16.safetensors",
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"depth_anything_v2_vitb_fp32.safetensors",
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"depth_anything_v2_vitl_fp16.safetensors",
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"depth_anything_v2_vitl_fp32.safetensors",
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"depth_anything_v2_vitg_fp32.safetensors",
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"depth_anything_v2_metric_hypersim_vitl_fp32.safetensors",
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"depth_anything_v2_metric_vkitti_vitl_fp32.safetensors"
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],
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{
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"default": "depth_anything_v2_vitl_fp32.safetensors"
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}
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]
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}
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},
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"optional": {
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"precision": {
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"__pyisolate_tuple__": [
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[
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"auto",
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"bf16",
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"fp16",
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"fp32"
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],
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{
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"default": "auto"
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}
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]
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}
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}
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},
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"return_types": [
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"DAMODEL"
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],
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"return_names": [
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"da_v2_model"
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],
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"function": "loadmodel",
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"category": "DepthAnythingV2",
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"output_node": false,
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"output_is_list": null,
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"is_v3": false,
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"display_name": "DownloadAndLoadDepthAnythingV2Model"
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}
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} |