fix eta/speed for resuming an existing download, using the session do…

…wnloaded bytes

exo/download/new_shard_download.py

@@ -101,11 +101,12 @@ async def download_file(session: aiohttp.ClientSession, repo_id: str, revision:
 def calculate_repo_progress(shard: Shard, repo_id: str, revision: str, file_progress: Dict[str, RepoFileProgressEvent], all_start_time: float) -> RepoProgressEvent:
   all_total_bytes = sum([p.total for p in file_progress.values()])
   all_downloaded_bytes = sum([p.downloaded for p in file_progress.values()])
+  all_downloaded_bytes_this_session = sum([p.downloaded_this_session for p in file_progress.values()])
   elapsed_time = time.time() - all_start_time
-  all_speed = all_downloaded_bytes / elapsed_time if elapsed_time > 0 else 0
+  all_speed = all_downloaded_bytes_this_session / elapsed_time if elapsed_time > 0 else 0
   all_eta = timedelta(seconds=(all_total_bytes - all_downloaded_bytes) / all_speed) if all_speed > 0 else timedelta(seconds=0)
   status = "not_started" if all_downloaded_bytes == 0 else "complete" if all_downloaded_bytes == all_total_bytes else "in_progress"
-  return RepoProgressEvent(shard, repo_id, revision, len([p for p in file_progress.values() if p.downloaded == p.total]), len(file_progress), all_downloaded_bytes, all_downloaded_bytes, all_total_bytes, all_speed, all_eta, file_progress, status)
+  return RepoProgressEvent(shard, repo_id, revision, len([p for p in file_progress.values() if p.downloaded == p.total]), len(file_progress), all_downloaded_bytes, all_downloaded_bytes_this_session, all_total_bytes, all_speed, all_eta, file_progress, status)
 
 async def get_weight_map(repo_id: str, revision: str = "main") -> Dict[str, str]:
   target_dir = await ensure_exo_tmp()/repo_id.replace("/", "--")
@@ -143,9 +144,10 @@ async def download_shard(shard: Shard, inference_engine_classname: str, on_progr
     file_progress: Dict[str, RepoFileProgressEvent] = {}
     def on_progress_wrapper(file: dict, curr_bytes: int, total_bytes: int):
       start_time = file_progress[file["path"]].start_time if file["path"] in file_progress else time.time()
-      speed = curr_bytes / (time.time() - start_time)
+      downloaded_this_session = file_progress[file["path"]].downloaded_this_session + (curr_bytes - file_progress[file["path"]].downloaded) if file["path"] in file_progress else curr_bytes
+      speed = downloaded_this_session / (time.time() - start_time)
       eta = timedelta(seconds=(total_bytes - curr_bytes) / speed)
-      file_progress[file["path"]] = RepoFileProgressEvent(repo_id, revision, file["path"], curr_bytes, curr_bytes, total_bytes, speed, eta, "in_progress", start_time)
+      file_progress[file["path"]] = RepoFileProgressEvent(repo_id, revision, file["path"], curr_bytes, downloaded_this_session, total_bytes, speed, eta, "in_progress", start_time)
       on_progress.trigger_all(shard, calculate_repo_progress(shard, repo_id, revision, file_progress, all_start_time))
       if DEBUG >= 6: print(f"Downloading {file['path']} {curr_bytes}/{total_bytes} {speed} {eta}")
     for file in filtered_file_list: